Package evaluation of UnsupervisedClustering on Julia 1.11.4 (a71dd056e0*) started at 2025-04-08T10:30:18.304 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 7.6s ################################################################################ # Installation # Installing UnsupervisedClustering... Resolving package versions... Updating `~/.julia/environments/v1.11/Project.toml` [c6b3b713] + UnsupervisedClustering v0.4.0 Updating `~/.julia/environments/v1.11/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [34da2185] + Compat v4.16.0 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [ffbed154] + DocStringExtensions v0.9.4 [e91730f6] + Hungarian v0.7.0 [92d709cd] + IrrationalConstants v0.2.4 [2ab3a3ac] + LogExpFunctions v0.3.29 [e1d29d7a] + Missings v1.2.0 [bac558e1] + OrderedCollections v1.8.0 ⌅ [aea7be01] + PrecompileTools v1.2.1 [21216c6a] + Preferences v1.4.3 [43287f4e] + PtrArrays v1.3.0 [5bfb50f7] + RegularizedCovarianceMatrices v0.1.3 [a2af1166] + SortingAlgorithms v1.2.1 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.0 [2913bbd2] + StatsBase v0.34.4 [c6b3b713] + UnsupervisedClustering v0.4.0 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.11.0 [d6f4376e] + Markdown v1.11.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [2f01184e] + SparseArrays v1.11.0 [fa267f1f] + TOML v1.0.3 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.1.1+0 [4536629a] + OpenBLAS_jll v0.3.27+1 [bea87d4a] + SuiteSparse_jll v7.7.0+0 [8e850b90] + libblastrampoline_jll v5.11.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 1.88s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 36.81s ################################################################################ # Testing # Testing UnsupervisedClustering Status `/tmp/jl_QXJJud/Project.toml` [4c88cf16] Aqua v0.8.11 [8bb1440f] DelimitedFiles v1.9.1 [b4f34e82] Distances v0.10.12 [e91730f6] Hungarian v0.7.0 ⌅ [aea7be01] PrecompileTools v1.2.1 [5bfb50f7] RegularizedCovarianceMatrices v0.1.3 [860ef19b] StableRNGs v1.0.2 [10745b16] Statistics v1.11.1 [2913bbd2] StatsBase v0.34.4 [a759f4b9] TimerOutputs v0.5.28 [c6b3b713] UnsupervisedClustering v0.4.0 [37e2e46d] LinearAlgebra v1.11.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_QXJJud/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [4c88cf16] Aqua v0.8.11 [34da2185] Compat v4.16.0 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [8bb1440f] DelimitedFiles v1.9.1 [b4f34e82] Distances v0.10.12 [ffbed154] DocStringExtensions v0.9.4 [e2ba6199] ExprTools v0.1.10 [e91730f6] Hungarian v0.7.0 [92d709cd] IrrationalConstants v0.2.4 [2ab3a3ac] LogExpFunctions v0.3.29 [e1d29d7a] Missings v1.2.0 [bac558e1] OrderedCollections v1.8.0 ⌅ [aea7be01] PrecompileTools v1.2.1 [21216c6a] Preferences v1.4.3 [43287f4e] PtrArrays v1.3.0 [5bfb50f7] RegularizedCovarianceMatrices v0.1.3 [a2af1166] SortingAlgorithms v1.2.1 [860ef19b] StableRNGs v1.0.2 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.0 [2913bbd2] StatsBase v0.34.4 [a759f4b9] TimerOutputs v0.5.28 [c6b3b713] UnsupervisedClustering v0.4.0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [f43a241f] Downloads v1.6.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.11.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [a63ad114] Mmap v1.11.0 [ca575930] NetworkOptions v1.2.0 [44cfe95a] Pkg v1.11.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [2f01184e] SparseArrays v1.11.0 [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.1.1+0 [deac9b47] LibCURL_jll v8.6.0+0 [e37daf67] LibGit2_jll v1.7.2+0 [29816b5a] LibSSH2_jll v1.11.0+1 [c8ffd9c3] MbedTLS_jll v2.28.6+0 [14a3606d] MozillaCACerts_jll v2023.12.12 [4536629a] OpenBLAS_jll v0.3.27+1 [bea87d4a] SuiteSparse_jll v7.7.0+0 [83775a58] Zlib_jll v1.2.13+1 [8e850b90] libblastrampoline_jll v5.11.0+0 [8e850ede] nghttp2_jll v1.59.0+0 [3f19e933] p7zip_jll v17.4.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Test Summary: | Pass Total Time Aqua.jl | 11 11 26.7s Test Summary: | Pass Total Time n = 0 | 7 7 0.0s Test Summary: | Pass Total Time d = 0 | 3 3 0.0s Test Summary: | Pass Total Time k > n | 4 4 0.0s Test Summary: | Pass Total Time n = k | 4 4 5.1s Test Summary: | Pass Total Time n = k (zeros) | 3 3 0.0s Test Summary: | Pass Total Time convert | 2 2 0.6s Test Summary: | Pass Total Time concatenate | 25 25 6.6s Test Summary: | Pass Total Time sort | 16 16 0.0s Test Summary: | Pass Total Time markov | 1 1 0.0s Initial clusters = [ 84, 179, 117, ] 1 110200.9074 Inf 2 91956.2638 18244.6436 3 76238.4614 15717.8024 4 63682.6383 12555.8231 5 60356.7380 3325.9003 6 59677.9304 678.8076 7 59601.5900 76.3404 8 59601.5900 0.0000 Initial clusters = [ 84, 179, 117, ] 1 110200.9074 Inf 2 91956.2638 18244.6436 3 76238.4614 15717.8024 4 63682.6383 12555.8231 5 60356.7380 3325.9003 6 59677.9304 678.8076 7 59601.5900 76.3404 8 59601.5900 0.0000 0 59601.5900 8it 0.00s (initial solution) Initial clusters = [ 142, 233, 161, ] 1 145209.3494 Inf 2 77314.4509 67894.8985 3 65291.1193 12023.3316 4 60308.9180 4982.2013 5 59628.6338 680.2842 6 59601.5900 27.0438 7 59601.5900 0.0000 1 59601.5900 7it 0.00s Initial clusters = [ 281, 115, 274, ] 1 136141.7956 Inf 2 63189.2135 72952.5821 3 59953.6794 3235.5341 4 59576.7793 376.9001 5 59567.5944 9.1850 6 59567.5944 0.0000 2 59567.5944 6it 0.00s (new best) Initial clusters = [ 49, 253, 81, ] 1 149539.5063 Inf 2 95305.7221 54233.7842 3 73931.2320 21374.4902 4 62686.9902 11244.2418 5 60034.7336 2652.2566 6 59681.7661 352.9674 7 59601.4794 80.2868 8 59589.7486 11.7308 9 59589.7486 0.0000 3 59589.7486 9it 0.00s Initial clusters = [ 277, 45, 80, ] 1 122569.5312 Inf 2 108319.0725 14250.4588 3 92507.9515 15811.1209 4 73749.8958 18758.0557 5 64125.5414 9624.3544 6 60215.2307 3910.3107 7 59686.2613 528.9694 8 59601.4794 84.7820 9 59589.7486 11.7308 10 59589.7486 0.0000 4 59589.7486 10it 0.00s Initial clusters = [ 157, 83, 235, ] 1 108670.0857 Inf 2 63274.4832 45395.6024 3 59713.7830 3560.7003 4 59615.1947 98.5883 5 59615.1947 0.0000 5 59615.1947 5it 0.00s Initial clusters = [ 264, 26, 68, ] 1 124837.6625 Inf 2 100755.0295 24082.6330 3 94326.0781 6428.9515 4 82402.3886 11923.6895 5 68940.1022 13462.2864 6 61837.7349 7102.3673 7 59962.8672 1874.8677 8 59650.7861 312.0811 9 59590.8060 59.9801 10 59569.6460 21.1601 11 59569.6460 0.0000 6 59569.6460 11it 0.00s Initial clusters = [ 59, 123, 233, ] 1 142463.1357 Inf 2 99026.4994 43436.6363 3 88199.8758 10826.6236 4 72515.5039 15684.3719 5 64011.3170 8504.1869 6 60292.3172 3718.9998 7 59650.7861 641.5311 8 59590.8060 59.9801 9 59569.6460 21.1601 10 59569.6460 0.0000 7 59569.6460 10it 0.00s Initial clusters = [ 289, 215, 4, ] 1 137748.2666 Inf 2 108498.0200 29250.2467 3 104284.6491 4213.3709 4 98877.5314 5407.1176 5 91200.2484 7677.2830 6 76453.8836 14746.3649 7 65530.3967 10923.4869 8 61350.3548 4180.0419 9 59784.1747 1566.1801 10 59650.7861 133.3886 11 59590.8060 59.9801 12 59569.6460 21.1601 13 59569.6460 0.0000 8 59569.6460 13it 0.00s Initial clusters = [ 269, 65, 262, ] 1 76681.7055 Inf 2 64470.9291 12210.7764 3 60253.9963 4216.9328 4 59650.7861 603.2102 5 59590.8060 59.9801 6 59569.6460 21.1601 7 59569.6460 0.0000 9 59569.6460 7it 0.00s Initial clusters = [ 285, 39, 163, ] 1 101711.5219 Inf 2 68059.1433 33652.3786 3 60572.5056 7486.6377 4 59609.7981 962.7075 5 59567.5944 42.2038 6 59567.5944 0.0000 10 59567.5944 6it 0.00s Initial clusters = [ 99, 103, 220, ] 1 131297.5378 Inf 2 95330.6407 35966.8970 3 83647.5743 11683.0664 4 68214.7499 15432.8244 5 61632.8251 6581.9248 6 59953.2966 1679.5285 7 59650.7861 302.5105 8 59590.8060 59.9801 9 59569.6460 21.1601 10 59569.6460 0.0000 11 59569.6460 10it 0.00s Initial clusters = [ 106, 255, 147, ] 1 120393.8732 Inf 2 66783.4307 53610.4424 3 60890.5196 5892.9112 4 59883.2433 1007.2762 5 59636.6879 246.5554 6 59601.4794 35.2085 7 59589.7486 11.7308 8 59589.7486 0.0000 12 59589.7486 8it 0.00s Initial clusters = [ 184, 91, 1, ] 1 113959.7063 Inf 2 89915.9852 24043.7211 3 73310.2584 16605.7267 4 64555.2393 8755.0192 5 61058.0593 3497.1800 6 59711.1693 1346.8900 7 59578.3124 132.8569 8 59569.6460 8.6665 9 59569.6460 0.0000 13 59569.6460 9it 0.00s Initial clusters = [ 290, 7, 217, ] 1 122454.7534 Inf 2 106233.9493 16220.8041 3 97087.5937 9146.3556 4 83000.7432 14086.8505 5 69646.2704 13354.4728 6 61784.4308 7861.8396 7 59879.6567 1904.7741 8 59632.7148 246.9419 9 59601.5900 31.1248 10 59601.5900 0.0000 14 59601.5900 10it 0.00s Initial clusters = [ 249, 93, 149, ] 1 198725.3988 Inf 2 88781.7749 109943.6239 3 67831.8987 20949.8762 4 60982.4607 6849.4380 5 59705.3611 1277.0996 6 59586.2370 119.1241 7 59567.5944 18.6426 8 59567.5944 0.0000 15 59567.5944 8it 0.00s Initial clusters = [ 71, 35, 27, ] 1 110421.9001 Inf 2 101066.4155 9355.4845 3 94571.6282 6494.7874 4 83332.8165 11238.8116 5 68226.7203 15106.0963 6 61779.7370 6446.9832 7 59870.2347 1909.5024 8 59650.7861 219.4486 9 59590.8060 59.9801 10 59569.6460 21.1601 11 59569.6460 0.0000 16 59569.6460 11it 0.00s Initial clusters = [ 291, 131, 260, ] 1 141766.8487 Inf 2 101183.7651 40583.0836 3 97089.7238 4094.0413 4 88277.0604 8812.6634 5 71743.8992 16533.1611 6 62545.4396 9198.4596 7 60172.3054 2373.1342 8 59641.8071 530.4984 9 59576.0661 65.7409 10 59569.6460 6.4202 11 59569.6460 0.0000 17 59569.6460 11it 0.00s Initial clusters = [ 66, 106, 73, ] 1 134999.5567 Inf 2 79558.2337 55441.3230 3 65107.7771 14450.4566 4 60909.5661 4198.2110 5 59940.2040 969.3620 6 59693.5732 246.6308 7 59606.4014 87.1718 8 59606.4014 0.0000 18 59606.4014 8it 0.00s Initial clusters = [ 153, 276, 20, ] 1 143909.3233 Inf 2 62955.0732 80954.2501 3 59935.9491 3019.1241 4 59618.4662 317.4829 5 59567.5944 50.8718 6 59567.5944 0.0000 19 59567.5944 6it 0.00s Initial clusters = [ 110, 242, 27, ] 1 161470.5844 Inf 2 105777.7313 55692.8531 3 101750.6244 4027.1068 4 97199.2200 4551.4045 5 84659.7983 12539.4217 6 68900.4901 15759.3082 7 61266.8067 7633.6835 8 59756.7226 1510.0841 9 59601.5900 155.1326 10 59601.5900 0.0000 20 59601.5900 10it 0.00s Initial clusters = [ 198, 138, 116, ] 1 151078.2795 Inf 2 112872.2918 38205.9877 3 92890.7051 19981.5867 4 76745.6942 16145.0110 5 64128.5880 12617.1061 6 60237.0033 3891.5848 7 59652.8099 584.1933 8 59576.0661 76.7438 9 59569.6460 6.4202 10 59569.6460 0.0000 21 59569.6460 10it 0.00s Initial clusters = [ 92, 192, 4, ] 1 267745.7698 Inf 2 73394.8221 194350.9477 3 60892.4332 12502.3889 4 59805.0778 1087.3555 5 59595.5306 209.5471 6 59595.5306 0.0000 22 59595.5306 6it 0.00s Initial clusters = [ 48, 56, 57, ] 1 185245.8804 Inf 2 115634.1767 69611.7038 3 106932.9952 8701.1815 4 93405.8113 13527.1838 5 75461.1414 17944.6700 6 64606.2221 10854.9193 7 61075.2238 3530.9983 8 59679.0423 1396.1816 9 59576.0661 102.9761 10 59569.6460 6.4202 11 59569.6460 0.0000 23 59569.6460 11it 0.00s Initial clusters = [ 75, 17, 163, ] 1 191953.6451 Inf 2 93374.0710 98579.5741 3 76466.9584 16907.1126 4 64818.0098 11648.9486 5 60472.2580 4345.7518 6 59652.8099 819.4480 7 59576.0661 76.7438 8 59569.6460 6.4202 9 59569.6460 0.0000 24 59569.6460 9it 0.00s Initial clusters = [ 246, 116, 15, ] 1 121971.9832 Inf 2 93869.2111 28102.7721 3 67379.5777 26489.6334 4 60370.1551 7009.4226 5 59693.6399 676.5152 6 59606.4014 87.2386 7 59606.4014 0.0000 25 59606.4014 7it 0.00s Initial clusters = [ 225, 287, 203, ] 1 132202.0402 Inf 2 61744.2311 70457.8091 3 59627.4315 2116.7996 4 59611.2791 16.1524 5 59611.2791 0.0000 26 59611.2791 5it 0.00s Initial clusters = [ 295, 242, 265, ] 1 208352.4545 Inf 2 101137.2662 107215.1882 3 87109.4062 14027.8600 4 71916.3680 15193.0382 5 62669.5391 9246.8289 6 60003.9754 2665.5637 7 59677.9304 326.0450 8 59601.5900 76.3404 9 59601.5900 0.0000 27 59601.5900 9it 0.00s Initial clusters = [ 97, 252, 178, ] 1 108073.4607 Inf 2 69242.7191 38830.7415 3 60374.4537 8868.2655 4 59672.2454 702.2083 5 59601.5900 70.6554 6 59601.5900 0.0000 28 59601.5900 6it 0.00s Initial clusters = [ 91, 147, 275, ] 1 169761.5228 Inf 2 78024.4908 91737.0319 3 63154.6127 14869.8781 4 59868.0365 3286.5762 5 59650.7861 217.2504 6 59590.8060 59.9801 7 59569.6460 21.1601 8 59569.6460 0.0000 29 59569.6460 8it 0.00s Initial clusters = [ 67, 272, 132, ] 1 100702.3816 Inf 2 79480.8739 21221.5077 3 66115.0546 13365.8193 4 61350.3548 4764.6998 5 59784.1747 1566.1801 6 59650.7861 133.3886 7 59590.8060 59.9801 8 59569.6460 21.1601 9 59569.6460 0.0000 30 59569.6460 9it 0.00s Initial clusters = [ 84, 179, 117, ] 1 110200.9074 Inf 2 91956.2638 18244.6436 3 76238.4614 15717.8024 4 63682.6383 12555.8231 5 60356.7380 3325.9003 6 59677.9304 678.8076 7 59601.5900 76.3404 8 59601.5900 0.0000 0 0 59601.5900 8it 0.00s (initial solution) 1 106488.0813 Inf 2 62972.4733 43515.6080 3 60254.4425 2718.0308 4 59591.4671 662.9754 5 59567.5944 23.8727 6 59567.5944 0.0000 1 0 59567.5944 6it 0.00s (new best) 1 141471.9059 Inf 2 83029.9631 58441.9428 3 62865.9733 20163.9898 4 59634.7838 3231.1895 5 59619.7230 15.0608 6 59610.1252 9.5978 7 59601.5900 8.5352 8 59601.5900 0.0000 2 0 59601.5900 8it 0.00s 1 78810.0839 Inf 2 60392.7839 18417.3001 3 59610.6289 782.1550 4 59592.8677 17.7612 5 59578.3124 14.5552 6 59569.6460 8.6665 7 59569.6460 0.0000 3 1 59569.6460 7it 0.00s 1 173513.1009 Inf 2 105382.0015 68131.0994 3 94475.8457 10906.1559 4 80762.9678 13712.8779 5 67126.1496 13636.8181 6 61215.4519 5910.6978 7 59743.4960 1471.9559 8 59600.4912 143.0048 9 59576.0661 24.4251 10 59569.6460 6.4202 11 59569.6460 0.0000 4 2 59569.6460 11it 0.00s 1 173680.5168 Inf 2 101704.1181 71976.3987 3 83655.9757 18048.1424 4 66387.2361 17268.7396 5 60774.9058 5612.3304 6 59652.8099 1122.0959 7 59576.0661 76.7438 8 59569.6460 6.4202 9 59569.6460 0.0000 5 3 59569.6460 9it 0.00s 1 68245.3950 Inf 2 60214.7133 8030.6817 3 59612.8242 601.8891 4 59567.5944 45.2299 5 59567.5944 0.0000 6 4 59567.5944 5it 0.00s 1 71875.5043 Inf 2 60450.6646 11424.8397 3 59798.5158 652.1488 4 59589.7486 208.7673 5 59589.7486 0.0000 7 5 59589.7486 5it 0.00s 1 145907.8496 Inf 2 84467.7616 61440.0881 3 68717.3045 15750.4571 4 61241.7800 7475.5244 5 59879.6567 1362.1233 6 59632.7148 246.9419 7 59601.5900 31.1248 8 59601.5900 0.0000 8 6 59601.5900 8it 0.00s 1 154597.0593 Inf 2 79395.8444 75201.2149 3 64999.1416 14396.7028 4 60267.6094 4731.5322 5 59637.1913 630.4181 6 59569.6460 67.5453 7 59569.6460 0.0000 9 7 59569.6460 7it 0.00s 1 70355.0768 Inf 2 60851.1812 9503.8955 3 59701.4249 1149.7563 4 59569.6460 131.7789 5 59569.6460 0.0000 10 8 59569.6460 5it 0.00s 1 173699.1406 Inf 2 106549.5306 67149.6101 3 90530.2266 16019.3040 4 71041.4170 19488.8096 5 61793.1685 9248.2485 6 60008.1454 1785.0231 7 59677.9304 330.2149 8 59601.5900 76.3404 9 59601.5900 0.0000 11 9 59601.5900 9it 0.00s 1 125528.4779 Inf 2 72953.2927 52575.1852 3 64236.5109 8716.7818 4 60993.8657 3242.6452 5 59711.1693 1282.6964 6 59578.3124 132.8569 7 59569.6460 8.6665 8 59569.6460 0.0000 12 10 59569.6460 8it 0.00s 1 161179.6247 Inf 2 106393.5306 54786.0941 3 92015.7345 14377.7961 4 69650.3553 22365.3791 5 60153.4092 9496.9462 6 59619.7230 533.6862 7 59610.1252 9.5978 8 59601.5900 8.5352 9 59601.5900 0.0000 13 11 59601.5900 9it 0.00s 1 60336.3752 Inf 2 59610.1252 726.2500 3 59601.5900 8.5352 4 59601.5900 0.0000 14 12 59601.5900 4it 0.00s 1 69128.9667 Inf 2 60178.7902 8950.1765 3 59641.8071 536.9831 4 59576.0661 65.7409 5 59569.6460 6.4202 6 59569.6460 0.0000 15 13 59569.6460 6it 0.00s 1 161886.7401 Inf 2 106861.3157 55025.4244 3 93063.1884 13798.1273 4 70145.0431 22918.1453 5 60046.7806 10098.2625 6 59619.7230 427.0576 7 59610.1252 9.5978 8 59601.5900 8.5352 9 59601.5900 0.0000 16 14 59601.5900 9it 0.00s 1 130298.3189 Inf 2 72182.1163 58116.2026 3 60092.5364 12089.5799 4 59618.6286 473.9078 5 59611.2791 7.3495 6 59611.2791 0.0000 17 15 59611.2791 6it 0.00s Initial clusters = [ 84, 179, 117, ] 1 110200.9074 Inf 2 91956.2638 18244.6436 3 76238.4614 15717.8024 4 63682.6383 12555.8231 5 60356.7380 3325.9003 6 59677.9304 678.8076 7 59601.5900 76.3404 8 59601.5900 0.0000 0 59601.5900 8it 0.00s (initial population) Initial clusters = [ 142, 233, 161, ] 1 145209.3494 Inf 2 77314.4509 67894.8985 3 65291.1193 12023.3316 4 60308.9180 4982.2013 5 59628.6338 680.2842 6 59601.5900 27.0438 7 59601.5900 0.0000 0 59601.5900 7it 0.00s (initial population) Initial clusters = [ 281, 115, 274, ] 1 136141.7956 Inf 2 63189.2135 72952.5821 3 59953.6794 3235.5341 4 59576.7793 376.9001 5 59567.5944 9.1850 6 59567.5944 0.0000 0 59567.5944 6it 0.00s (initial population) Initial clusters = [ 49, 253, 81, ] 1 149539.5063 Inf 2 95305.7221 54233.7842 3 73931.2320 21374.4902 4 62686.9902 11244.2418 5 60034.7336 2652.2566 6 59681.7661 352.9674 7 59601.4794 80.2868 8 59589.7486 11.7308 9 59589.7486 0.0000 0 59589.7486 9it 0.00s (initial population) Initial clusters = [ 277, 45, 80, ] 1 122569.5312 Inf 2 108319.0725 14250.4588 3 92507.9515 15811.1209 4 73749.8958 18758.0557 5 64125.5414 9624.3544 6 60215.2307 3910.3107 7 59686.2613 528.9694 8 59601.4794 84.7820 9 59589.7486 11.7308 10 59589.7486 0.0000 0 59589.7486 10it 0.00s (initial population) Initial clusters = [ 157, 83, 235, ] 1 108670.0857 Inf 2 63274.4832 45395.6024 3 59713.7830 3560.7003 4 59615.1947 98.5883 5 59615.1947 0.0000 0 59615.1947 5it 0.00s (initial population) Initial clusters = [ 264, 26, 68, ] 1 124837.6625 Inf 2 100755.0295 24082.6330 3 94326.0781 6428.9515 4 82402.3886 11923.6895 5 68940.1022 13462.2864 6 61837.7349 7102.3673 7 59962.8672 1874.8677 8 59650.7861 312.0811 9 59590.8060 59.9801 10 59569.6460 21.1601 11 59569.6460 0.0000 0 59569.6460 11it 0.00s (initial population) Initial clusters = [ 59, 123, 233, ] 1 142463.1357 Inf 2 99026.4994 43436.6363 3 88199.8758 10826.6236 4 72515.5039 15684.3719 5 64011.3170 8504.1869 6 60292.3172 3718.9998 7 59650.7861 641.5311 8 59590.8060 59.9801 9 59569.6460 21.1601 10 59569.6460 0.0000 0 59569.6460 10it 0.00s (initial population) Initial clusters = [ 289, 215, 4, ] 1 137748.2666 Inf 2 108498.0200 29250.2467 3 104284.6491 4213.3709 4 98877.5314 5407.1176 5 91200.2484 7677.2830 6 76453.8836 14746.3649 7 65530.3967 10923.4869 8 61350.3548 4180.0419 9 59784.1747 1566.1801 10 59650.7861 133.3886 11 59590.8060 59.9801 12 59569.6460 21.1601 13 59569.6460 0.0000 0 59569.6460 13it 0.00s (initial population) Initial clusters = [ 269, 65, 262, ] 1 76681.7055 Inf 2 64470.9291 12210.7764 3 60253.9963 4216.9328 4 59650.7861 603.2102 5 59590.8060 59.9801 6 59569.6460 21.1601 7 59569.6460 0.0000 0 59569.6460 7it 0.00s (initial population) Initial clusters = [ 285, 39, 163, ] 1 101711.5219 Inf 2 68059.1433 33652.3786 3 60572.5056 7486.6377 4 59609.7981 962.7075 5 59567.5944 42.2038 6 59567.5944 0.0000 0 59567.5944 6it 0.00s (initial population) Initial clusters = [ 99, 103, 220, ] 1 131297.5378 Inf 2 95330.6407 35966.8970 3 83647.5743 11683.0664 4 68214.7499 15432.8244 5 61632.8251 6581.9248 6 59953.2966 1679.5285 7 59650.7861 302.5105 8 59590.8060 59.9801 9 59569.6460 21.1601 10 59569.6460 0.0000 0 59569.6460 10it 0.00s (initial population) Initial clusters = [ 106, 255, 147, ] 1 120393.8732 Inf 2 66783.4307 53610.4424 3 60890.5196 5892.9112 4 59883.2433 1007.2762 5 59636.6879 246.5554 6 59601.4794 35.2085 7 59589.7486 11.7308 8 59589.7486 0.0000 0 59589.7486 8it 0.00s (initial population) Initial clusters = [ 184, 91, 1, ] 1 113959.7063 Inf 2 89915.9852 24043.7211 3 73310.2584 16605.7267 4 64555.2393 8755.0192 5 61058.0593 3497.1800 6 59711.1693 1346.8900 7 59578.3124 132.8569 8 59569.6460 8.6665 9 59569.6460 0.0000 0 59569.6460 9it 0.00s (initial population) Initial clusters = [ 290, 7, 217, ] 1 122454.7534 Inf 2 106233.9493 16220.8041 3 97087.5937 9146.3556 4 83000.7432 14086.8505 5 69646.2704 13354.4728 6 61784.4308 7861.8396 7 59879.6567 1904.7741 8 59632.7148 246.9419 9 59601.5900 31.1248 10 59601.5900 0.0000 0 59601.5900 10it 0.00s (initial population) Initial clusters = [ 249, 93, 149, ] 1 198725.3988 Inf 2 88781.7749 109943.6239 3 67831.8987 20949.8762 4 60982.4607 6849.4380 5 59705.3611 1277.0996 6 59586.2370 119.1241 7 59567.5944 18.6426 8 59567.5944 0.0000 0 59567.5944 8it 0.00s (initial population) Initial clusters = [ 71, 35, 27, ] 1 110421.9001 Inf 2 101066.4155 9355.4845 3 94571.6282 6494.7874 4 83332.8165 11238.8116 5 68226.7203 15106.0963 6 61779.7370 6446.9832 7 59870.2347 1909.5024 8 59650.7861 219.4486 9 59590.8060 59.9801 10 59569.6460 21.1601 11 59569.6460 0.0000 0 59569.6460 11it 0.00s (initial population) Initial clusters = [ 291, 131, 260, ] 1 141766.8487 Inf 2 101183.7651 40583.0836 3 97089.7238 4094.0413 4 88277.0604 8812.6634 5 71743.8992 16533.1611 6 62545.4396 9198.4596 7 60172.3054 2373.1342 8 59641.8071 530.4984 9 59576.0661 65.7409 10 59569.6460 6.4202 11 59569.6460 0.0000 0 59569.6460 11it 0.00s (initial population) Initial clusters = [ 66, 106, 73, ] 1 134999.5567 Inf 2 79558.2337 55441.3230 3 65107.7771 14450.4566 4 60909.5661 4198.2110 5 59940.2040 969.3620 6 59693.5732 246.6308 7 59606.4014 87.1718 8 59606.4014 0.0000 0 59606.4014 8it 0.00s (initial population) Initial clusters = [ 153, 276, 20, ] 1 143909.3233 Inf 2 62955.0732 80954.2501 3 59935.9491 3019.1241 4 59618.4662 317.4829 5 59567.5944 50.8718 6 59567.5944 0.0000 0 59567.5944 6it 0.00s (initial population) Initial clusters = [ 110, 242, 27, ] 1 161470.5844 Inf 2 105777.7313 55692.8531 3 101750.6244 4027.1068 4 97199.2200 4551.4045 5 84659.7983 12539.4217 6 68900.4901 15759.3082 7 61266.8067 7633.6835 8 59756.7226 1510.0841 9 59601.5900 155.1326 10 59601.5900 0.0000 0 59601.5900 10it 0.00s (initial population) Initial clusters = [ 198, 138, 116, ] 1 151078.2795 Inf 2 112872.2918 38205.9877 3 92890.7051 19981.5867 4 76745.6942 16145.0110 5 64128.5880 12617.1061 6 60237.0033 3891.5848 7 59652.8099 584.1933 8 59576.0661 76.7438 9 59569.6460 6.4202 10 59569.6460 0.0000 0 59569.6460 10it 0.00s (initial population) Initial clusters = [ 92, 192, 4, ] 1 267745.7698 Inf 2 73394.8221 194350.9477 3 60892.4332 12502.3889 4 59805.0778 1087.3555 5 59595.5306 209.5471 6 59595.5306 0.0000 0 59595.5306 6it 0.00s (initial population) Initial clusters = [ 48, 56, 57, ] 1 185245.8804 Inf 2 115634.1767 69611.7038 3 106932.9952 8701.1815 4 93405.8113 13527.1838 5 75461.1414 17944.6700 6 64606.2221 10854.9193 7 61075.2238 3530.9983 8 59679.0423 1396.1816 9 59576.0661 102.9761 10 59569.6460 6.4202 11 59569.6460 0.0000 0 59569.6460 11it 0.00s (initial population) Initial clusters = [ 75, 17, 163, ] 1 191953.6451 Inf 2 93374.0710 98579.5741 3 76466.9584 16907.1126 4 64818.0098 11648.9486 5 60472.2580 4345.7518 6 59652.8099 819.4480 7 59576.0661 76.7438 8 59569.6460 6.4202 9 59569.6460 0.0000 0 59569.6460 9it 0.00s (initial population) Initial clusters = [ 246, 116, 15, ] 1 121971.9832 Inf 2 93869.2111 28102.7721 3 67379.5777 26489.6334 4 60370.1551 7009.4226 5 59693.6399 676.5152 6 59606.4014 87.2386 7 59606.4014 0.0000 0 59606.4014 7it 0.00s (initial population) Initial clusters = [ 225, 287, 203, ] 1 132202.0402 Inf 2 61744.2311 70457.8091 3 59627.4315 2116.7996 4 59611.2791 16.1524 5 59611.2791 0.0000 0 59611.2791 5it 0.00s (initial population) Initial clusters = [ 295, 242, 265, ] 1 208352.4545 Inf 2 101137.2662 107215.1882 3 87109.4062 14027.8600 4 71916.3680 15193.0382 5 62669.5391 9246.8289 6 60003.9754 2665.5637 7 59677.9304 326.0450 8 59601.5900 76.3404 9 59601.5900 0.0000 0 59601.5900 9it 0.00s (initial population) Initial clusters = [ 97, 252, 178, ] 1 108073.4607 Inf 2 69242.7191 38830.7415 3 60374.4537 8868.2655 4 59672.2454 702.2083 5 59601.5900 70.6554 6 59601.5900 0.0000 0 59601.5900 6it 0.00s (initial population) Initial clusters = [ 91, 147, 275, ] 1 169761.5228 Inf 2 78024.4908 91737.0319 3 63154.6127 14869.8781 4 59868.0365 3286.5762 5 59650.7861 217.2504 6 59590.8060 59.9801 7 59569.6460 21.1601 8 59569.6460 0.0000 0 59569.6460 8it 0.00s (initial population) Initial clusters = [ 67, 272, 132, ] 1 100702.3816 Inf 2 79480.8739 21221.5077 3 66115.0546 13365.8193 4 61350.3548 4764.6998 5 59784.1747 1566.1801 6 59650.7861 133.3886 7 59590.8060 59.9801 8 59569.6460 21.1601 9 59569.6460 0.0000 0 59569.6460 9it 0.00s (initial population) Initial clusters = [ 167, 171, 254, ] 1 362869.7161 Inf 2 107891.3360 254978.3802 3 86828.6649 21062.6710 4 68987.7105 17840.9544 5 60678.1052 8309.6053 6 59677.9304 1000.1748 7 59601.5900 76.3404 8 59601.5900 0.0000 0 59601.5900 8it 0.00s (initial population) Initial clusters = [ 88, 67, 234, ] 1 169355.1683 Inf 2 106803.9229 62551.2453 3 99565.2830 7238.6399 4 88602.4827 10962.8004 5 69720.4265 18882.0561 6 61994.9269 7725.4997 7 60089.4149 1905.5120 8 59650.7861 438.6288 9 59590.8060 59.9801 10 59569.6460 21.1601 11 59569.6460 0.0000 0 59569.6460 11it 0.00s (initial population) Initial clusters = [ 242, 164, 76, ] 1 175085.8247 Inf 2 89936.1539 85149.6707 3 72310.5757 17625.5782 4 62987.9443 9322.6314 5 59844.6089 3143.3354 6 59596.2040 248.4049 7 59589.7486 6.4554 8 59589.7486 0.0000 0 59589.7486 8it 0.00s (initial population) Initial clusters = [ 226, 132, 97, ] 1 156078.8906 Inf 2 85971.1335 70107.7571 3 64941.6069 21029.5266 4 60091.5519 4850.0549 5 59638.5160 453.0359 6 59586.2370 52.2790 7 59567.5944 18.6426 8 59567.5944 0.0000 0 59567.5944 8it 0.00s (initial population) Initial clusters = [ 84, 133, 118, ] 1 133901.8300 Inf 2 101472.7816 32429.0484 3 88510.2640 12962.5176 4 72940.6266 15569.6374 5 62763.0970 10177.5296 6 60008.1454 2754.9516 7 59677.9304 330.2149 8 59601.5900 76.3404 9 59601.5900 0.0000 0 59601.5900 9it 0.00s (initial population) Initial clusters = [ 218, 137, 285, ] 1 174311.3918 Inf 2 69982.3001 104329.0917 3 60685.5832 9296.7169 4 59680.5172 1005.0660 5 59576.0661 104.4511 6 59569.6460 6.4202 7 59569.6460 0.0000 0 59569.6460 7it 0.00s (initial population) Initial clusters = [ 13, 58, 166, ] 1 112681.5618 Inf 2 81718.0445 30963.5173 3 66586.2569 15131.7876 4 60895.8026 5690.4543 5 59921.8096 973.9930 6 59677.9304 243.8792 7 59601.5900 76.3404 8 59601.5900 0.0000 0 59601.5900 8it 0.00s (initial population) Initial clusters = [ 153, 292, 64, ] 1 182203.3707 Inf 2 117278.4403 64924.9304 3 96487.5550 20790.8853 4 79523.1746 16964.3805 5 65026.9543 14496.2203 6 60292.1909 4734.7634 7 59652.8099 639.3810 8 59576.0661 76.7438 9 59569.6460 6.4202 10 59569.6460 0.0000 0 59569.6460 10it 0.00s (initial population) Initial clusters = [ 129, 133, 168, ] 1 177644.0575 Inf 2 93369.4549 84274.6026 3 73295.9574 20073.4975 4 62634.0693 10661.8881 5 59881.4594 2752.6099 6 59652.8099 228.6494 7 59576.0661 76.7438 8 59569.6460 6.4202 9 59569.6460 0.0000 0 59569.6460 9it 0.00s (initial population) Initial clusters = [ 194, 41, 57, ] 1 153373.0552 Inf 2 80820.1024 72552.9527 3 66081.2143 14738.8881 4 61313.9324 4767.2819 5 59757.1906 1556.7418 6 59650.7861 106.4045 7 59590.8060 59.9801 8 59569.6460 21.1601 9 59569.6460 0.0000 0 59569.6460 9it 0.00s (initial population) Initial clusters = [ 214, 153, 212, ] 1 121653.3590 Inf 2 81982.5884 39670.7706 3 68226.7203 13755.8681 4 61779.7370 6446.9832 5 59870.2347 1909.5024 6 59650.7861 219.4486 7 59590.8060 59.9801 8 59569.6460 21.1601 9 59569.6460 0.0000 0 59569.6460 9it 0.00s (initial population) Initial clusters = [ 43, 206, 51, ] 1 120571.9866 Inf 2 108758.5571 11813.4295 3 100276.0895 8482.4675 4 85958.3211 14317.7685 5 70777.3885 15180.9326 6 61884.3185 8893.0700 7 59792.8793 2091.4391 8 59601.5900 191.2893 9 59601.5900 0.0000 0 59601.5900 9it 0.00s (initial population) Initial clusters = [ 46, 250, 157, ] 1 167987.9184 Inf 2 93792.5173 74195.4011 3 74766.9715 19025.5458 4 64379.4486 10387.5229 5 60386.8606 3992.5880 6 59696.3677 690.4929 7 59601.4794 94.8884 8 59589.7486 11.7308 9 59589.7486 0.0000 0 59589.7486 9it 0.00s (initial population) Initial clusters = [ 192, 105, 15, ] 1 104605.4045 Inf 2 60350.4462 44254.9582 3 59590.8060 759.6402 4 59569.6460 21.1601 5 59569.6460 0.0000 0 59569.6460 5it 0.00s (initial population) Initial clusters = [ 289, 197, 227, ] 1 134474.5083 Inf 2 80960.7057 53513.8026 3 63161.8799 17798.8258 4 59896.2781 3265.6017 5 59618.4662 277.8120 6 59567.5944 50.8718 7 59567.5944 0.0000 0 59567.5944 7it 0.00s (initial population) Initial clusters = [ 180, 54, 160, ] 1 153895.2015 Inf 2 72228.0277 81667.1738 3 60349.5988 11878.4289 4 59585.7055 763.8933 5 59567.5944 18.1112 6 59567.5944 0.0000 0 59567.5944 6it 0.00s (initial population) Initial clusters = [ 115, 177, 87, ] 1 150998.7666 Inf 2 80494.5056 70504.2609 3 64601.8155 15892.6901 4 59950.1299 4651.6856 5 59643.2615 306.8684 6 59601.5900 41.6715 7 59601.5900 0.0000 0 59601.5900 7it 0.00s (initial population) Initial clusters = [ 155, 258, 150, ] 1 235693.7870 Inf 2 66938.7934 168754.9936 3 60271.6597 6667.1337 4 59753.8629 517.7968 5 59606.4014 147.4615 6 59606.4014 0.0000 0 59606.4014 6it 0.00s (initial population) Initial clusters = [ 292, 56, 144, ] 1 145243.4664 Inf 2 65526.2555 79717.2109 3 61022.2425 4504.0130 4 59945.2633 1076.9792 5 59681.7661 263.4972 6 59601.4794 80.2868 7 59589.7486 11.7308 8 59589.7486 0.0000 0 59589.7486 8it 0.00s (initial population) 1 148731.0907 Inf 2 111014.3776 37716.7130 3 103411.7162 7602.6614 4 87905.8602 15505.8560 5 72551.0051 15354.8551 6 63738.4844 8812.5207 7 60224.9295 3513.5550 8 59650.7861 574.1434 9 59590.8060 59.9801 10 59569.6460 21.1601 11 59569.6460 0.0000 1 0 59569.6460 11it 0.00s 1 154731.8629 Inf 2 78952.3277 75779.5352 3 64220.2880 14732.0397 4 60267.6094 3952.6786 5 59637.1913 630.4181 6 59569.6460 67.5453 7 59569.6460 0.0000 2 0 59569.6460 7it 0.00s 1 112526.2132 Inf 2 63023.7330 49502.4802 3 59880.6716 3143.0614 4 59585.7055 294.9660 5 59567.5944 18.1112 6 59567.5944 0.0000 3 1 59567.5944 6it 0.00s 1 142476.5563 Inf 2 74046.1104 68430.4460 3 62370.5871 11675.5232 4 59898.9434 2471.6437 5 59641.8071 257.1363 6 59576.0661 65.7409 7 59569.6460 6.4202 8 59569.6460 0.0000 4 2 59569.6460 8it 0.00s 1 173246.9176 Inf 2 115688.3853 57558.5322 3 98502.0010 17186.3844 4 85218.4440 13283.5569 5 68105.4813 17112.9627 6 60937.9841 7167.4972 7 59879.6567 1058.3274 8 59632.7148 246.9419 9 59601.5900 31.1248 10 59601.5900 0.0000 5 3 59601.5900 10it 0.00s 1 99448.4139 Inf 2 64794.9617 34653.4523 3 60484.3782 4310.5835 4 59663.5015 820.8767 5 59569.6460 93.8555 6 59569.6460 0.0000 6 4 59569.6460 6it 0.00s 1 89746.5496 Inf 2 64198.5972 25547.9524 3 60397.8917 3800.7056 4 59650.7861 747.1056 5 59590.8060 59.9801 6 59569.6460 21.1601 7 59569.6460 0.0000 7 5 59569.6460 7it 0.00s 1 150935.8186 Inf 2 105207.2836 45728.5351 3 90041.7875 15165.4961 4 70350.6718 19691.1156 5 62246.8704 8103.8014 6 60381.8164 1865.0541 7 59679.0423 702.7741 8 59576.0661 102.9761 9 59569.6460 6.4202 10 59569.6460 0.0000 8 6 59569.6460 10it 0.00s 1 71104.8408 Inf 2 59697.5351 11407.3058 3 59615.1947 82.3404 4 59615.1947 0.0000 9 7 59615.1947 4it 0.00s 1 158700.8272 Inf 2 103613.9764 55086.8508 3 99599.7929 4014.1834 4 94981.7628 4618.0302 5 80946.0357 14035.7271 6 67885.9765 13060.0592 7 61523.4295 6362.5470 8 59825.1367 1698.2929 9 59650.7861 174.3506 10 59590.8060 59.9801 11 59569.6460 21.1601 12 59569.6460 0.0000 10 8 59569.6460 12it 0.00s 1 65772.1353 Inf 2 59784.0471 5988.0882 3 59611.4084 172.6386 4 59596.5740 14.8344 5 59567.5944 28.9797 6 59567.5944 0.0000 11 9 59567.5944 6it 0.00s 1 68871.5283 Inf 2 59902.3619 8969.1664 3 59650.7861 251.5758 4 59590.8060 59.9801 5 59569.6460 21.1601 6 59569.6460 0.0000 12 10 59569.6460 6it 0.00s 1 151471.6325 Inf 2 95534.7647 55936.8678 3 63685.1559 31849.6088 4 59661.8101 4023.3458 5 59617.6131 44.1970 6 59611.2791 6.3340 7 59611.2791 0.0000 13 11 59611.2791 7it 0.00s 1 139676.8720 Inf 2 79030.6809 60646.1910 3 63265.9331 15764.7479 4 59905.0213 3360.9118 5 59574.8767 330.1445 6 59567.5944 7.2824 7 59567.5944 0.0000 14 12 59567.5944 7it 0.00s 1 66272.5889 Inf 2 59679.8132 6592.7757 3 59610.6289 69.1844 4 59592.8677 17.7612 5 59578.3124 14.5552 6 59569.6460 8.6665 7 59569.6460 0.0000 15 13 59569.6460 7it 0.00s 1 135962.4022 Inf 2 67405.3711 68557.0311 3 60743.5939 6661.7772 4 59799.9111 943.6828 5 59615.1023 184.8088 6 59606.4014 8.7009 7 59606.4014 0.0000 16 14 59606.4014 7it 0.00s 1 174062.0258 Inf 2 99463.9927 74598.0332 3 72221.9313 27242.0614 4 62130.8785 10091.0528 5 60025.7485 2105.1300 6 59683.2349 342.5136 7 59606.4014 76.8335 8 59606.4014 0.0000 17 15 59606.4014 8it 0.00s Initial clusters = [ 84, 179, 117, ] 1 110200.9074 Inf 2 98402.0316 11798.8758 3 79267.8842 19134.1474 4 67588.6476 11679.2366 5 62621.1769 4967.4707 6 61494.4864 1126.6905 7 61376.3520 118.1344 8 60614.1308 762.2212 9 60614.1308 0.0000 Initial clusters = [ 84, 179, 117, ] 1 110200.9074 Inf 2 98402.0316 11798.8758 3 79267.8842 19134.1474 4 67588.6476 11679.2366 5 62621.1769 4967.4707 6 61494.4864 1126.6905 7 61376.3520 118.1344 8 60614.1308 762.2212 9 60614.1308 0.0000 0 60614.1308 9it 0.00s (initial solution) Initial clusters = [ 142, 233, 161, ] 1 145209.3494 Inf 2 78668.1539 66541.1955 3 67237.5970 11430.5569 4 61810.5526 5427.0444 5 60572.4195 1238.1331 6 60439.0609 133.3586 7 60439.0609 0.0000 1 60439.0609 7it 0.00s (new best) Initial clusters = [ 281, 115, 274, ] 1 136141.7956 Inf 2 63048.4985 73093.2970 3 60572.4195 2476.0790 4 60439.0609 133.3586 5 60439.0609 0.0000 2 60439.0609 5it 0.00s Initial clusters = [ 49, 253, 81, ] 1 149539.5063 Inf 2 102859.3736 46680.1328 3 81670.4630 21188.9105 4 66945.7556 14724.7074 5 62351.3075 4594.4481 6 61376.3520 974.9556 7 60614.1308 762.2212 8 60614.1308 0.0000 3 60614.1308 8it 0.00s Initial clusters = [ 277, 45, 80, ] 1 122569.5312 Inf 2 107848.7176 14720.8137 3 96273.8055 11574.9121 4 76017.2346 20256.5708 5 65840.4492 10176.7854 6 62070.3671 3770.0821 7 61281.0235 789.3436 8 60614.1308 666.8927 9 60614.1308 0.0000 4 60614.1308 9it 0.00s Initial clusters = [ 157, 83, 235, ] 1 108670.0857 Inf 2 64187.5673 44482.5183 3 60572.4195 3615.1479 4 60439.0609 133.3586 5 60439.0609 0.0000 5 60439.0609 5it 0.00s Initial clusters = [ 264, 26, 68, ] 1 124837.6625 Inf 2 100920.6223 23917.0402 3 97213.4630 3707.1593 4 87657.6832 9555.7798 5 75750.6216 11907.0617 6 65794.3587 9956.2629 7 62636.0849 3158.2738 8 60789.2399 1846.8449 9 60644.7118 144.5281 10 60439.0609 205.6510 11 60439.0609 0.0000 6 60439.0609 11it 13.67s Initial clusters = [ 59, 123, 233, ] 1 142463.1357 Inf 2 99381.9472 43081.1886 3 88095.6747 11286.2725 4 72755.9925 15339.6821 5 64390.2717 8365.7208 6 61263.0134 3127.2583 7 60789.2399 473.7735 8 60644.7118 144.5281 9 60439.0609 205.6510 10 60439.0609 0.0000 7 60439.0609 10it 0.00s Initial clusters = [ 289, 215, 4, ] 1 137748.2666 Inf 2 109602.8991 28145.3675 3 105429.7127 4173.1865 4 101405.7926 4023.9200 5 93073.7556 8332.0371 6 82645.4822 10428.2733 7 66584.6714 16060.8108 8 62636.0849 3948.5865 9 60789.2399 1846.8449 10 60644.7118 144.5281 11 60439.0609 205.6510 12 60439.0609 0.0000 8 60439.0609 12it 0.00s Initial clusters = [ 269, 65, 262, ] 1 76681.7055 Inf 2 65794.3587 10887.3468 3 62636.0849 3158.2738 4 60789.2399 1846.8449 5 60644.7118 144.5281 6 60439.0609 205.6510 7 60439.0609 0.0000 9 60439.0609 7it 0.00s Initial clusters = [ 285, 39, 163, ] 1 101711.5219 Inf 2 70035.5869 31675.9351 3 61709.0143 8326.5726 4 61272.9743 436.0400 5 60614.1308 658.8435 6 60614.1308 0.0000 10 60614.1308 6it 0.00s Initial clusters = [ 99, 103, 220, ] 1 131297.5378 Inf 2 96460.8475 34836.6903 3 84389.6736 12071.1739 4 66584.6714 17805.0022 5 62636.0849 3948.5865 6 60789.2399 1846.8449 7 60644.7118 144.5281 8 60439.0609 205.6510 9 60439.0609 0.0000 11 60439.0609 9it 0.00s Initial clusters = [ 106, 255, 147, ] 1 120393.8732 Inf 2 67116.6692 53277.2040 3 62070.3671 5046.3021 4 61281.0235 789.3436 5 60614.1308 666.8927 6 60614.1308 0.0000 12 60614.1308 6it 0.00s Initial clusters = [ 184, 91, 1, ] 1 113959.7063 Inf 2 87699.9611 26259.7451 3 70529.3542 17170.6069 4 63409.3316 7120.0226 5 61263.0134 2146.3182 6 60789.2399 473.7735 7 60644.7118 144.5281 8 60439.0609 205.6510 9 60439.0609 0.0000 13 60439.0609 9it 0.00s Initial clusters = [ 290, 7, 217, ] 1 122454.7534 Inf 2 105470.6442 16984.1092 3 99977.3816 5493.2626 4 98402.0316 1575.3500 5 79267.8842 19134.1474 6 67588.6476 11679.2366 7 62621.1769 4967.4707 8 61494.4864 1126.6905 9 61376.3520 118.1344 10 60614.1308 762.2212 11 60614.1308 0.0000 14 60614.1308 11it 0.00s Initial clusters = [ 249, 93, 149, ] 1 198725.3988 Inf 2 92620.9113 106104.4876 3 66491.1931 26129.7182 4 62070.3671 4420.8260 5 61281.0235 789.3436 6 60614.1308 666.8927 7 60614.1308 0.0000 15 60614.1308 7it 0.00s Initial clusters = [ 71, 35, 27, ] 1 110421.9001 Inf 2 101235.6150 9186.2851 3 97959.7813 3275.8337 4 87657.6832 10302.0981 5 75750.6216 11907.0617 6 65794.3587 9956.2629 7 62636.0849 3158.2738 8 60789.2399 1846.8449 9 60644.7118 144.5281 10 60439.0609 205.6510 11 60439.0609 0.0000 16 60439.0609 11it 0.00s Initial clusters = [ 291, 131, 260, ] 1 141766.8487 Inf 2 103886.1551 37880.6936 3 103314.6338 571.5213 4 103314.6338 0.0000 17 103314.6338 4it 0.00s Initial clusters = [ 66, 106, 73, ] 1 134999.5567 Inf 2 81863.2916 53136.2651 3 63853.1596 18010.1319 4 61494.4864 2358.6732 5 61376.3520 118.1344 6 60614.1308 762.2212 7 60614.1308 0.0000 18 60614.1308 7it 0.00s Initial clusters = [ 153, 276, 20, ] 1 143909.3233 Inf 2 62673.3879 81235.9354 3 60950.3556 1723.0324 4 60789.2399 161.1156 5 60644.7118 144.5281 6 60439.0609 205.6510 7 60439.0609 0.0000 19 60439.0609 7it 0.00s Initial clusters = [ 110, 242, 27, ] 1 161470.5844 Inf 2 104384.0707 57086.5137 3 95182.1994 9201.8713 4 81398.0253 13784.1741 5 69339.0423 12058.9830 6 61985.3256 7353.7167 7 60608.5987 1376.7269 8 60439.0609 169.5379 9 60439.0609 0.0000 20 60439.0609 9it 0.00s Initial clusters = [ 198, 138, 116, ] 1 151078.2795 Inf 2 116235.7482 34842.5312 3 88251.4844 27984.2638 4 69613.2163 18638.2682 5 63261.7495 6351.4668 6 62011.9327 1249.8168 7 60789.2399 1222.6928 8 60644.7118 144.5281 9 60439.0609 205.6510 10 60439.0609 0.0000 21 60439.0609 10it 0.00s Initial clusters = [ 92, 192, 4, ] 1 267745.7698 Inf 2 72538.5145 195207.2553 3 61591.2034 10947.3111 4 60614.1308 977.0726 5 60614.1308 0.0000 22 60614.1308 5it 0.00s Initial clusters = [ 48, 56, 57, ] 1 185245.8804 Inf 2 117045.3566 68200.5239 3 109066.5154 7978.8412 4 98442.6304 10623.8850 5 78641.6401 19800.9904 6 68774.5586 9867.0815 7 63261.7495 5512.8092 8 62011.9327 1249.8168 9 60789.2399 1222.6928 10 60644.7118 144.5281 11 60439.0609 205.6510 12 60439.0609 0.0000 23 60439.0609 12it 0.00s Initial clusters = [ 75, 17, 163, ] 1 191953.6451 Inf 2 83300.4115 108653.2336 3 68774.5586 14525.8529 4 63261.7495 5512.8092 5 62011.9327 1249.8168 6 60789.2399 1222.6928 7 60644.7118 144.5281 8 60439.0609 205.6510 9 60439.0609 0.0000 24 60439.0609 9it 0.00s Initial clusters = [ 246, 116, 15, ] 1 121971.9832 Inf 2 95001.9682 26970.0150 3 67911.8060 27090.1622 4 61006.9222 6904.8838 5 60466.3403 540.5819 6 60466.3403 0.0000 25 60466.3403 6it 0.00s Initial clusters = [ 225, 287, 203, ] 1 132202.0402 Inf 2 62752.6924 69449.3479 3 60466.3403 2286.3521 4 60466.3403 0.0000 26 60466.3403 4it 0.00s Initial clusters = [ 295, 242, 265, ] 1 208352.4545 Inf 2 102702.9608 105649.4937 3 83784.5657 18918.3951 4 69012.6042 14771.9615 5 61985.3256 7027.2786 6 60608.5987 1376.7269 7 60439.0609 169.5379 8 60439.0609 0.0000 27 60439.0609 8it 0.00s Initial clusters = [ 97, 252, 178, ] 1 108073.4607 Inf 2 69557.0882 38516.3724 3 61006.9222 8550.1660 4 60466.3403 540.5819 5 60466.3403 0.0000 28 60466.3403 5it 0.00s Initial clusters = [ 91, 147, 275, ] 1 169761.5228 Inf 2 76804.9544 92956.5683 3 62333.2760 14471.6784 4 60439.0609 1894.2152 5 60439.0609 0.0000 29 60439.0609 5it 0.00s Initial clusters = [ 67, 272, 132, ] 1 100702.3816 Inf 2 83034.4510 17667.9306 3 66584.6714 16449.7796 4 62636.0849 3948.5865 5 60789.2399 1846.8449 6 60644.7118 144.5281 7 60439.0609 205.6510 8 60439.0609 0.0000 30 60439.0609 8it 0.00s Initial clusters = [ 84, 179, 117, ] 1 110200.9074 Inf 2 98402.0316 11798.8758 3 79267.8842 19134.1474 4 67588.6476 11679.2366 5 62621.1769 4967.4707 6 61494.4864 1126.6905 7 61376.3520 118.1344 8 60614.1308 762.2212 9 60614.1308 0.0000 0 0 60614.1308 9it 0.00s (initial solution) 1 167503.9893 Inf 2 128613.8033 38890.1860 3 115769.6298 12844.1734 4 65759.6425 50009.9873 5 61543.9436 4215.6990 6 60808.1806 735.7630 7 60614.1308 194.0498 8 60614.1308 0.0000 1 0 60614.1308 8it 0.00s 1 64940.2600 Inf 2 60439.0609 4501.1992 3 60439.0609 0.0000 2 1 60439.0609 3it 0.00s (new best) 1 80650.1193 Inf 2 61238.6662 19411.4532 3 60644.7118 593.9543 4 60439.0609 205.6510 5 60439.0609 0.0000 3 0 60439.0609 5it 0.00s 1 169101.2543 Inf 2 104914.6586 64186.5957 3 92748.2569 12166.4017 4 75919.7390 16828.5179 5 64155.6760 11764.0630 6 62011.9327 2143.7433 7 60789.2399 1222.6928 8 60644.7118 144.5281 9 60439.0609 205.6510 10 60439.0609 0.0000 4 1 60439.0609 10it 0.00s 1 166299.3556 Inf 2 114301.0812 51998.2743 3 74748.5058 39552.5754 4 63473.9743 11274.5315 5 61263.0134 2210.9609 6 60789.2399 473.7735 7 60644.7118 144.5281 8 60439.0609 205.6510 9 60439.0609 0.0000 5 2 60439.0609 9it 0.00s 1 74387.9177 Inf 2 61791.0688 12596.8489 3 60572.4195 1218.6493 4 60439.0609 133.3586 5 60439.0609 0.0000 6 3 60439.0609 5it 0.00s 1 176903.7090 Inf 2 102513.2541 74390.4549 3 83062.4622 19450.7919 4 68735.8331 14326.6291 5 63261.7495 5474.0836 6 62011.9327 1249.8168 7 60789.2399 1222.6928 8 60644.7118 144.5281 9 60439.0609 205.6510 10 60439.0609 0.0000 7 4 60439.0609 10it 0.00s 1 120550.2674 Inf 2 69684.9634 50865.3040 3 62011.9327 7673.0307 4 60789.2399 1222.6928 5 60644.7118 144.5281 6 60439.0609 205.6510 7 60439.0609 0.0000 8 5 60439.0609 7it 0.00s 1 140811.4315 Inf 2 71660.9308 69150.5007 3 62039.6287 9621.3021 4 61272.9743 766.6544 5 60614.1308 658.8435 6 60614.1308 0.0000 9 6 60614.1308 6it 0.00s 1 64817.1605 Inf 2 61376.3520 3440.8085 3 60614.1308 762.2212 4 60614.1308 0.0000 10 7 60614.1308 4it 0.00s 1 147372.6838 Inf 2 77975.1171 69397.5667 3 68212.0856 9763.0315 4 61985.3256 6226.7599 5 60608.5987 1376.7269 6 60439.0609 169.5379 7 60439.0609 0.0000 11 8 60439.0609 7it 0.00s 1 63520.2355 Inf 2 60789.2399 2730.9956 3 60644.7118 144.5281 4 60439.0609 205.6510 5 60439.0609 0.0000 12 9 60439.0609 5it 0.00s 1 144791.2804 Inf 2 104972.9047 39818.3757 3 93571.4668 11401.4379 4 68468.8340 25102.6328 5 62011.9327 6456.9013 6 60789.2399 1222.6928 7 60644.7118 144.5281 8 60439.0609 205.6510 9 60439.0609 0.0000 13 10 60439.0609 9it 0.00s 1 66977.8471 Inf 2 61006.9222 5970.9249 3 60466.3403 540.5819 4 60466.3403 0.0000 14 11 60466.3403 4it 0.00s 1 177244.8565 Inf 2 108085.1432 69159.7133 3 95731.2487 12353.8946 4 81464.9696 14266.2791 5 68054.3464 13410.6231 6 61810.5526 6243.7938 7 60572.4195 1238.1331 8 60439.0609 133.3586 9 60439.0609 0.0000 15 12 60439.0609 9it 0.00s 1 125500.6674 Inf 2 63011.0467 62489.6207 3 61494.4864 1516.5603 4 61376.3520 118.1344 5 60614.1308 762.2212 6 60614.1308 0.0000 16 13 60614.1308 6it 0.00s 1 101247.3290 Inf 2 66770.5561 34476.7729 3 62070.3671 4700.1890 4 61281.0235 789.3436 5 60614.1308 666.8927 6 60614.1308 0.0000 17 14 60614.1308 6it 0.00s 1 107130.7197 Inf 2 65730.0256 41400.6942 3 61810.5526 3919.4729 4 60572.4195 1238.1331 5 60439.0609 133.3586 6 60439.0609 0.0000 18 15 60439.0609 6it 0.00s Initial clusters = [ 84, 179, 117, ] 1 110200.9074 Inf 2 98402.0316 11798.8758 3 79267.8842 19134.1474 4 67588.6476 11679.2366 5 62621.1769 4967.4707 6 61494.4864 1126.6905 7 61376.3520 118.1344 8 60614.1308 762.2212 9 60614.1308 0.0000 0 60614.1308 9it 0.00s (initial population) Initial clusters = [ 142, 233, 161, ] 1 145209.3494 Inf 2 78668.1539 66541.1955 3 67237.5970 11430.5569 4 61810.5526 5427.0444 5 60572.4195 1238.1331 6 60439.0609 133.3586 7 60439.0609 0.0000 0 60439.0609 7it 0.00s (initial population) Initial clusters = [ 281, 115, 274, ] 1 136141.7956 Inf 2 63048.4985 73093.2970 3 60572.4195 2476.0790 4 60439.0609 133.3586 5 60439.0609 0.0000 0 60439.0609 5it 0.00s (initial population) Initial clusters = [ 49, 253, 81, ] 1 149539.5063 Inf 2 102859.3736 46680.1328 3 81670.4630 21188.9105 4 66945.7556 14724.7074 5 62351.3075 4594.4481 6 61376.3520 974.9556 7 60614.1308 762.2212 8 60614.1308 0.0000 0 60614.1308 8it 0.00s (initial population) Initial clusters = [ 277, 45, 80, ] 1 122569.5312 Inf 2 107848.7176 14720.8137 3 96273.8055 11574.9121 4 76017.2346 20256.5708 5 65840.4492 10176.7854 6 62070.3671 3770.0821 7 61281.0235 789.3436 8 60614.1308 666.8927 9 60614.1308 0.0000 0 60614.1308 9it 0.00s (initial population) Initial clusters = [ 157, 83, 235, ] 1 108670.0857 Inf 2 64187.5673 44482.5183 3 60572.4195 3615.1479 4 60439.0609 133.3586 5 60439.0609 0.0000 0 60439.0609 5it 0.00s (initial population) Initial clusters = [ 264, 26, 68, ] 1 124837.6625 Inf 2 100920.6223 23917.0402 3 97213.4630 3707.1593 4 87657.6832 9555.7798 5 75750.6216 11907.0617 6 65794.3587 9956.2629 7 62636.0849 3158.2738 8 60789.2399 1846.8449 9 60644.7118 144.5281 10 60439.0609 205.6510 11 60439.0609 0.0000 0 60439.0609 11it 0.00s (initial population) Initial clusters = [ 59, 123, 233, ] 1 142463.1357 Inf 2 99381.9472 43081.1886 3 88095.6747 11286.2725 4 72755.9925 15339.6821 5 64390.2717 8365.7208 6 61263.0134 3127.2583 7 60789.2399 473.7735 8 60644.7118 144.5281 9 60439.0609 205.6510 10 60439.0609 0.0000 0 60439.0609 10it 0.27s (initial population) Initial clusters = [ 289, 215, 4, ] 1 137748.2666 Inf 2 109602.8991 28145.3675 3 105429.7127 4173.1865 4 101405.7926 4023.9200 5 93073.7556 8332.0371 6 82645.4822 10428.2733 7 66584.6714 16060.8108 8 62636.0849 3948.5865 9 60789.2399 1846.8449 10 60644.7118 144.5281 11 60439.0609 205.6510 12 60439.0609 0.0000 0 60439.0609 12it 0.00s (initial population) Initial clusters = [ 269, 65, 262, ] 1 76681.7055 Inf 2 65794.3587 10887.3468 3 62636.0849 3158.2738 4 60789.2399 1846.8449 5 60644.7118 144.5281 6 60439.0609 205.6510 7 60439.0609 0.0000 0 60439.0609 7it 0.00s (initial population) Initial clusters = [ 285, 39, 163, ] 1 101711.5219 Inf 2 70035.5869 31675.9351 3 61709.0143 8326.5726 4 61272.9743 436.0400 5 60614.1308 658.8435 6 60614.1308 0.0000 0 60614.1308 6it 0.00s (initial population) Initial clusters = [ 99, 103, 220, ] 1 131297.5378 Inf 2 96460.8475 34836.6903 3 84389.6736 12071.1739 4 66584.6714 17805.0022 5 62636.0849 3948.5865 6 60789.2399 1846.8449 7 60644.7118 144.5281 8 60439.0609 205.6510 9 60439.0609 0.0000 0 60439.0609 9it 0.00s (initial population) Initial clusters = [ 106, 255, 147, ] 1 120393.8732 Inf 2 67116.6692 53277.2040 3 62070.3671 5046.3021 4 61281.0235 789.3436 5 60614.1308 666.8927 6 60614.1308 0.0000 0 60614.1308 6it 0.00s (initial population) Initial clusters = [ 184, 91, 1, ] 1 113959.7063 Inf 2 87699.9611 26259.7451 3 70529.3542 17170.6069 4 63409.3316 7120.0226 5 61263.0134 2146.3182 6 60789.2399 473.7735 7 60644.7118 144.5281 8 60439.0609 205.6510 9 60439.0609 0.0000 0 60439.0609 9it 0.00s (initial population) Initial clusters = [ 290, 7, 217, ] 1 122454.7534 Inf 2 105470.6442 16984.1092 3 99977.3816 5493.2626 4 98402.0316 1575.3500 5 79267.8842 19134.1474 6 67588.6476 11679.2366 7 62621.1769 4967.4707 8 61494.4864 1126.6905 9 61376.3520 118.1344 10 60614.1308 762.2212 11 60614.1308 0.0000 0 60614.1308 11it 0.00s (initial population) Initial clusters = [ 249, 93, 149, ] 1 198725.3988 Inf 2 92620.9113 106104.4876 3 66491.1931 26129.7182 4 62070.3671 4420.8260 5 61281.0235 789.3436 6 60614.1308 666.8927 7 60614.1308 0.0000 0 60614.1308 7it 0.00s (initial population) Initial clusters = [ 71, 35, 27, ] 1 110421.9001 Inf 2 101235.6150 9186.2851 3 97959.7813 3275.8337 4 87657.6832 10302.0981 5 75750.6216 11907.0617 6 65794.3587 9956.2629 7 62636.0849 3158.2738 8 60789.2399 1846.8449 9 60644.7118 144.5281 10 60439.0609 205.6510 11 60439.0609 0.0000 0 60439.0609 11it 0.00s (initial population) Initial clusters = [ 291, 131, 260, ] 1 141766.8487 Inf 2 103886.1551 37880.6936 3 103314.6338 571.5213 4 103314.6338 0.0000 0 103314.6338 4it 0.00s (initial population) Initial clusters = [ 66, 106, 73, ] 1 134999.5567 Inf 2 81863.2916 53136.2651 3 63853.1596 18010.1319 4 61494.4864 2358.6732 5 61376.3520 118.1344 6 60614.1308 762.2212 7 60614.1308 0.0000 0 60614.1308 7it 0.00s (initial population) Initial clusters = [ 153, 276, 20, ] 1 143909.3233 Inf 2 62673.3879 81235.9354 3 60950.3556 1723.0324 4 60789.2399 161.1156 5 60644.7118 144.5281 6 60439.0609 205.6510 7 60439.0609 0.0000 0 60439.0609 7it 0.00s (initial population) Initial clusters = [ 110, 242, 27, ] 1 161470.5844 Inf 2 104384.0707 57086.5137 3 95182.1994 9201.8713 4 81398.0253 13784.1741 5 69339.0423 12058.9830 6 61985.3256 7353.7167 7 60608.5987 1376.7269 8 60439.0609 169.5379 9 60439.0609 0.0000 0 60439.0609 9it 0.00s (initial population) Initial clusters = [ 198, 138, 116, ] 1 151078.2795 Inf 2 116235.7482 34842.5312 3 88251.4844 27984.2638 4 69613.2163 18638.2682 5 63261.7495 6351.4668 6 62011.9327 1249.8168 7 60789.2399 1222.6928 8 60644.7118 144.5281 9 60439.0609 205.6510 10 60439.0609 0.0000 0 60439.0609 10it 0.00s (initial population) Initial clusters = [ 92, 192, 4, ] 1 267745.7698 Inf 2 72538.5145 195207.2553 3 61591.2034 10947.3111 4 60614.1308 977.0726 5 60614.1308 0.0000 0 60614.1308 5it 0.00s (initial population) Initial clusters = [ 48, 56, 57, ] 1 185245.8804 Inf 2 117045.3566 68200.5239 3 109066.5154 7978.8412 4 98442.6304 10623.8850 5 78641.6401 19800.9904 6 68774.5586 9867.0815 7 63261.7495 5512.8092 8 62011.9327 1249.8168 9 60789.2399 1222.6928 10 60644.7118 144.5281 11 60439.0609 205.6510 12 60439.0609 0.0000 0 60439.0609 12it 0.00s (initial population) Initial clusters = [ 75, 17, 163, ] 1 191953.6451 Inf 2 83300.4115 108653.2336 3 68774.5586 14525.8529 4 63261.7495 5512.8092 5 62011.9327 1249.8168 6 60789.2399 1222.6928 7 60644.7118 144.5281 8 60439.0609 205.6510 9 60439.0609 0.0000 0 60439.0609 9it 0.00s (initial population) Initial clusters = [ 246, 116, 15, ] 1 121971.9832 Inf 2 95001.9682 26970.0150 3 67911.8060 27090.1622 4 61006.9222 6904.8838 5 60466.3403 540.5819 6 60466.3403 0.0000 0 60466.3403 6it 0.00s (initial population) Initial clusters = [ 225, 287, 203, ] 1 132202.0402 Inf 2 62752.6924 69449.3479 3 60466.3403 2286.3521 4 60466.3403 0.0000 0 60466.3403 4it 0.00s (initial population) Initial clusters = [ 295, 242, 265, ] 1 208352.4545 Inf 2 102702.9608 105649.4937 3 83784.5657 18918.3951 4 69012.6042 14771.9615 5 61985.3256 7027.2786 6 60608.5987 1376.7269 7 60439.0609 169.5379 8 60439.0609 0.0000 0 60439.0609 8it 0.00s (initial population) Initial clusters = [ 97, 252, 178, ] 1 108073.4607 Inf 2 69557.0882 38516.3724 3 61006.9222 8550.1660 4 60466.3403 540.5819 5 60466.3403 0.0000 0 60466.3403 5it 0.00s (initial population) Initial clusters = [ 91, 147, 275, ] 1 169761.5228 Inf 2 76804.9544 92956.5683 3 62333.2760 14471.6784 4 60439.0609 1894.2152 5 60439.0609 0.0000 0 60439.0609 5it 0.00s (initial population) Initial clusters = [ 67, 272, 132, ] 1 100702.3816 Inf 2 83034.4510 17667.9306 3 66584.6714 16449.7796 4 62636.0849 3948.5865 5 60789.2399 1846.8449 6 60644.7118 144.5281 7 60439.0609 205.6510 8 60439.0609 0.0000 0 60439.0609 8it 0.00s (initial population) Initial clusters = [ 167, 171, 254, ] 1 362869.7161 Inf 2 100197.2913 262672.4248 3 76488.8488 23708.4425 4 66916.1237 9572.7251 5 61006.9222 5909.2015 6 60466.3403 540.5819 7 60466.3403 0.0000 0 60466.3403 7it 0.00s (initial population) Initial clusters = [ 88, 67, 234, ] 1 169355.1683 Inf 2 106059.5841 63295.5842 3 90102.9909 15956.5931 4 72755.9925 17346.9984 5 64390.2717 8365.7208 6 61263.0134 3127.2583 7 60789.2399 473.7735 8 60644.7118 144.5281 9 60439.0609 205.6510 10 60439.0609 0.0000 0 60439.0609 10it 0.00s (initial population) Initial clusters = [ 242, 164, 76, ] 1 175085.8247 Inf 2 90819.6355 84266.1891 3 75876.6457 14942.9898 4 66688.6150 9188.0307 5 62070.3671 4618.2480 6 61281.0235 789.3436 7 60614.1308 666.8927 8 60614.1308 0.0000 0 60614.1308 8it 0.00s (initial population) Initial clusters = [ 226, 132, 97, ] 1 156078.8906 Inf 2 86227.1712 69851.7193 3 66603.2718 19623.8994 4 62056.9943 4546.2775 5 60789.2399 1267.7544 6 60644.7118 144.5281 7 60439.0609 205.6510 8 60439.0609 0.0000 0 60439.0609 8it 0.00s (initial population) Initial clusters = [ 84, 133, 118, ] 1 133901.8300 Inf 2 102774.0780 31127.7520 3 98402.0316 4372.0464 4 79267.8842 19134.1474 5 67588.6476 11679.2366 6 62621.1769 4967.4707 7 61494.4864 1126.6905 8 61376.3520 118.1344 9 60614.1308 762.2212 10 60614.1308 0.0000 0 60614.1308 10it 0.00s (initial population) Initial clusters = [ 218, 137, 285, ] 1 174311.3918 Inf 2 70182.4936 104128.8982 3 61272.9743 8909.5193 4 60614.1308 658.8435 5 60614.1308 0.0000 0 60614.1308 5it 0.00s (initial population) Initial clusters = [ 13, 58, 166, ] 1 112681.5618 Inf 2 80646.5483 32035.0135 3 66442.0734 14204.4749 4 61376.3520 5065.7214 5 60614.1308 762.2212 6 60614.1308 0.0000 0 60614.1308 6it 0.00s (initial population) Initial clusters = [ 153, 292, 64, ] 1 182203.3707 Inf 2 121624.3858 60578.9850 3 104997.8010 16626.5848 4 87841.1088 17156.6921 5 75125.9783 12715.1305 6 63488.6161 11637.3623 7 61734.8773 1753.7388 8 60789.2399 945.6373 9 60644.7118 144.5281 10 60439.0609 205.6510 11 60439.0609 0.0000 0 60439.0609 11it 0.00s (initial population) Initial clusters = [ 129, 133, 168, ] 1 177644.0575 Inf 2 92908.5595 84735.4980 3 72767.4870 20141.0726 4 62099.3273 10668.1597 5 60614.1308 1485.1965 6 60614.1308 0.0000 0 60614.1308 6it 0.00s (initial population) Initial clusters = [ 194, 41, 57, ] 1 153373.0552 Inf 2 83034.4510 70338.6042 3 66584.6714 16449.7796 4 62636.0849 3948.5865 5 60789.2399 1846.8449 6 60644.7118 144.5281 7 60439.0609 205.6510 8 60439.0609 0.0000 0 60439.0609 8it 0.00s (initial population) Initial clusters = [ 214, 153, 212, ] 1 121653.3590 Inf 2 85246.6754 36406.6836 3 70012.0684 15234.6070 4 63409.3316 6602.7368 5 61263.0134 2146.3182 6 60789.2399 473.7735 7 60644.7118 144.5281 8 60439.0609 205.6510 9 60439.0609 0.0000 0 60439.0609 9it 0.00s (initial population) Initial clusters = [ 43, 206, 51, ] 1 120571.9866 Inf 2 109515.4576 11056.5290 3 98711.8922 10803.5654 4 82751.3320 15960.5602 5 69339.0423 13412.2897 6 61985.3256 7353.7167 7 60608.5987 1376.7269 8 60439.0609 169.5379 9 60439.0609 0.0000 0 60439.0609 9it 0.00s (initial population) Initial clusters = [ 46, 250, 157, ] 1 167987.9184 Inf 2 96273.8055 71714.1130 3 76017.2346 20256.5708 4 65840.4492 10176.7854 5 62070.3671 3770.0821 6 61281.0235 789.3436 7 60614.1308 666.8927 8 60614.1308 0.0000 0 60614.1308 8it 0.00s (initial population) Initial clusters = [ 192, 105, 15, ] 1 104605.4045 Inf 2 60644.7118 43960.6926 3 60439.0609 205.6510 4 60439.0609 0.0000 0 60439.0609 4it 0.00s (initial population) Initial clusters = [ 289, 197, 227, ] 1 134474.5083 Inf 2 84695.6482 49778.8601 3 66603.2718 18092.3763 4 62056.9943 4546.2775 5 60789.2399 1267.7544 6 60644.7118 144.5281 7 60439.0609 205.6510 8 60439.0609 0.0000 0 60439.0609 8it 0.00s (initial population) Initial clusters = [ 180, 54, 160, ] 1 153895.2015 Inf 2 75936.4324 77958.7690 3 61543.9436 14392.4889 4 60808.1806 735.7630 5 60614.1308 194.0498 6 60614.1308 0.0000 0 60614.1308 6it 0.00s (initial population) Initial clusters = [ 115, 177, 87, ] 1 150998.7666 Inf 2 83996.7271 67002.0394 3 68054.3464 15942.3807 4 61810.5526 6243.7938 5 60572.4195 1238.1331 6 60439.0609 133.3586 7 60439.0609 0.0000 0 60439.0609 7it 0.00s (initial population) Initial clusters = [ 155, 258, 150, ] 1 235693.7870 Inf 2 66736.9721 168956.8149 3 61494.4864 5242.4857 4 61376.3520 118.1344 5 60614.1308 762.2212 6 60614.1308 0.0000 0 60614.1308 6it 0.00s (initial population) Initial clusters = [ 292, 56, 144, ] 1 145243.4664 Inf 2 65251.1802 79992.2862 3 61494.4864 3756.6938 4 61376.3520 118.1344 5 60614.1308 762.2212 6 60614.1308 0.0000 0 60614.1308 6it 0.00s (initial population) 1 75531.4142 Inf 2 60439.0609 15092.3533 3 60439.0609 0.0000 1 0 60439.0609 3it 0.00s 1 146198.3852 Inf 2 94517.0839 51681.3012 3 67737.8643 26779.2196 4 61376.3520 6361.5123 5 60614.1308 762.2212 6 60614.1308 0.0000 2 0 60614.1308 6it 0.00s 1 176026.7804 Inf 2 108795.3638 67231.4166 3 106316.6678 2478.6960 4 94726.3484 11590.3194 5 75414.1813 19312.1671 6 65794.3587 9619.8226 7 62636.0849 3158.2738 8 60789.2399 1846.8449 9 60644.7118 144.5281 10 60439.0609 205.6510 11 60439.0609 0.0000 3 1 60439.0609 11it 0.00s 1 169101.2543 Inf 2 104914.6586 64186.5957 3 92748.2569 12166.4017 4 75919.7390 16828.5179 5 64155.6760 11764.0630 6 62011.9327 2143.7433 7 60789.2399 1222.6928 8 60644.7118 144.5281 9 60439.0609 205.6510 10 60439.0609 0.0000 4 2 60439.0609 10it 0.00s 1 62635.6591 Inf 2 60466.3403 2169.3188 3 60466.3403 0.0000 5 3 60466.3403 3it 0.00s 1 81221.5958 Inf 2 63409.3316 17812.2642 3 61263.0134 2146.3182 4 60789.2399 473.7735 5 60644.7118 144.5281 6 60439.0609 205.6510 7 60439.0609 0.0000 6 4 60439.0609 7it 0.00s 1 64779.2211 Inf 2 60439.0609 4340.1602 3 60439.0609 0.0000 7 5 60439.0609 3it 0.00s 1 81304.3697 Inf 2 61877.4886 19426.8811 3 60808.1806 1069.3080 4 60614.1308 194.0498 5 60614.1308 0.0000 8 6 60614.1308 5it 0.00s 1 67329.3996 Inf 2 60572.4195 6756.9801 3 60439.0609 133.3586 4 60439.0609 0.0000 9 7 60439.0609 4it 0.00s 1 97826.8946 Inf 2 61916.7952 35910.0994 3 60572.4195 1344.3757 4 60439.0609 133.3586 5 60439.0609 0.0000 10 8 60439.0609 5it 0.00s 1 134089.6472 Inf 2 67389.3491 66700.2980 3 60466.3403 6923.0088 4 60466.3403 0.0000 11 9 60466.3403 4it 0.00s 1 143125.6595 Inf 2 70810.8639 72314.7956 3 61914.0696 8896.7943 4 60614.1308 1299.9388 5 60614.1308 0.0000 12 10 60614.1308 5it 0.00s 1 154907.2930 Inf 2 80338.8698 74568.4232 3 64462.4920 15876.3778 4 62638.2963 1824.1957 5 61263.0134 1375.2828 6 60789.2399 473.7735 7 60644.7118 144.5281 8 60439.0609 205.6510 9 60439.0609 0.0000 13 11 60439.0609 9it 0.00s 1 145092.2889 Inf 2 96619.5720 48472.7169 3 75876.6457 20742.9263 4 66688.6150 9188.0307 5 62070.3671 4618.2480 6 61281.0235 789.3436 7 60614.1308 666.8927 8 60614.1308 0.0000 14 12 60614.1308 8it 0.00s 1 168174.7636 Inf 2 99822.5260 68352.2376 3 83215.0478 16607.4782 4 68497.4514 14717.5964 5 62516.1049 5981.3464 6 61438.4242 1077.6807 7 61272.9743 165.4500 8 60614.1308 658.8435 9 60614.1308 0.0000 15 13 60614.1308 9it 0.00s 1 60836.9176 Inf 2 60439.0609 397.8567 3 60439.0609 0.0000 16 14 60439.0609 3it 0.00s 1 146876.3018 Inf 2 99042.2714 47834.0304 3 88438.9795 10603.2919 4 75750.6216 12688.3579 5 65794.3587 9956.2629 6 62636.0849 3158.2738 7 60789.2399 1846.8449 8 60644.7118 144.5281 9 60439.0609 205.6510 10 60439.0609 0.0000 17 15 60439.0609 10it 0.00s Initial clusters = [ 84, 179, 117, ] 1 -186.6016 Inf 6.23s 2 -8.4979 178.1037 0.00s 3 -8.4756 0.0224 0.00s 4 -8.4707 0.0049 0.00s 5 -8.4685 0.0022 0.00s 6 -8.4671 0.0014 0.00s 7 -8.4660 0.0011 0.00s 8 -8.4651 0.0009 0.00s Initial clusters = [ 84, 179, 117, ] 1 -186.6016 Inf 0.00s 2 -8.4979 178.1037 0.00s 3 -8.4756 0.0224 0.00s 4 -8.4707 0.0049 0.00s 5 -8.4685 0.0022 0.00s 6 -8.4671 0.0014 0.00s 7 -8.4660 0.0011 0.00s 8 -8.4651 0.0009 0.03s Initial clusters = [ 142, 233, 161, ] 1 -244.9465 Inf 0.00s 2 -8.5059 236.4407 0.00s 3 -8.4811 0.0247 0.00s 4 -8.4747 0.0065 0.00s 5 -8.4716 0.0031 0.00s 6 -8.4696 0.0021 0.00s 7 -8.4679 0.0017 0.00s 8 -8.4663 0.0016 0.00s 9 -8.4647 0.0016 0.00s 10 -8.4631 0.0016 0.00s 11 -8.4614 0.0017 0.00s 12 -8.4596 0.0018 0.00s 13 -8.4576 0.0020 0.00s 14 -8.4554 0.0022 0.00s 15 -8.4531 0.0024 0.00s 16 -8.4505 0.0026 0.00s 17 -8.4477 0.0028 0.00s 18 -8.4447 0.0030 0.00s 19 -8.4415 0.0032 0.00s 20 -8.4382 0.0033 0.00s 21 -8.4349 0.0034 0.00s 22 -8.4315 0.0034 0.00s 23 -8.4281 0.0033 0.00s 24 -8.4250 0.0032 0.00s 25 -8.4220 0.0029 0.00s 26 -8.4194 0.0026 0.00s 27 -8.4172 0.0022 0.00s 28 -8.4154 0.0018 0.00s 29 -8.4140 0.0014 0.00s 30 -8.4130 0.0011 0.00s 31 -8.4122 0.0008 0.00s Initial clusters = [ 281, 115, 274, ] 1 -229.8358 Inf 0.00s 2 -8.4947 221.3411 0.00s 3 -8.4689 0.0259 0.00s 4 -8.4549 0.0140 0.00s 5 -8.4423 0.0126 0.00s 6 -8.4307 0.0116 0.00s 7 -8.4219 0.0087 0.00s 8 -8.4166 0.0054 0.00s 9 -8.4136 0.0030 0.00s 10 -8.4120 0.0016 0.00s 11 -8.4111 0.0009 0.00s Initial clusters = [ 49, 253, 81, ] 1 -252.1644 Inf 0.00s 2 -8.4961 243.6683 0.00s 3 -8.4781 0.0179 0.00s 4 -8.4735 0.0046 0.00s 5 -8.4718 0.0018 0.00s 6 -8.4709 0.0009 0.00s Initial clusters = [ 277, 45, 80, ] 1 -207.2153 Inf 0.00s 2 -8.4985 198.7168 0.00s 3 -8.4834 0.0150 0.00s 4 -8.4798 0.0036 0.00s 5 -8.4785 0.0013 0.00s 6 -8.4779 0.0006 0.00s Initial clusters = [ 157, 83, 235, ] 1 -184.0531 Inf 0.00s 2 -8.4843 175.5689 0.00s 3 -8.4572 0.0271 0.00s 4 -8.4456 0.0116 0.00s 5 -8.4366 0.0089 0.00s 6 -8.4290 0.0076 0.00s 7 -8.4227 0.0063 0.00s 8 -8.4178 0.0049 0.00s 9 -8.4144 0.0034 0.00s 10 -8.4122 0.0022 0.00s 11 -8.4110 0.0012 0.00s 12 -8.4104 0.0006 0.00s Initial clusters = [ 264, 26, 68, ] 1 -210.9969 Inf 0.00s 2 -8.5188 202.4781 0.00s 3 -8.4911 0.0277 0.00s 4 -8.4848 0.0063 0.00s 5 -8.4820 0.0028 0.00s 6 -8.4803 0.0017 0.00s 7 -8.4790 0.0013 0.00s 8 -8.4780 0.0010 0.00s 9 -8.4772 0.0008 0.00s Initial clusters = [ 59, 123, 233, ] 1 -240.3711 Inf 0.00s 2 -8.5023 231.8688 0.00s 3 -8.4829 0.0194 0.00s 4 -8.4782 0.0047 0.00s 5 -8.4765 0.0017 0.00s 6 -8.4757 0.0008 0.00s Initial clusters = [ 289, 215, 4, ] 1 -232.5155 Inf 0.00s 2 -8.5266 223.9889 0.00s 3 -8.5018 0.0248 0.00s 4 -8.4930 0.0088 0.00s 5 -8.4879 0.0050 0.00s 6 -8.4846 0.0034 0.00s 7 -8.4822 0.0023 0.00s 8 -8.4807 0.0016 0.00s 9 -8.4796 0.0011 0.00s 10 -8.4788 0.0007 0.00s Initial clusters = [ 269, 65, 262, ] 1 -130.7393 Inf 0.00s 2 -8.4511 122.2881 0.00s 3 -8.4342 0.0169 0.00s 4 -8.4290 0.0052 0.00s 5 -8.4254 0.0036 0.00s 6 -8.4221 0.0033 0.00s 7 -8.4189 0.0032 0.00s 8 -8.4160 0.0029 0.00s 9 -8.4136 0.0024 0.00s 10 -8.4119 0.0017 0.00s 11 -8.4108 0.0011 0.00s 12 -8.4102 0.0006 0.00s Initial clusters = [ 285, 39, 163, ] 1 -172.4556 Inf 0.00s 2 -8.4595 163.9961 0.00s 3 -8.4440 0.0155 0.00s 4 -8.4398 0.0043 0.00s 5 -8.4371 0.0027 0.00s 6 -8.4347 0.0024 0.00s 7 -8.4324 0.0023 0.00s 8 -8.4300 0.0023 0.00s 9 -8.4277 0.0023 0.00s 10 -8.4255 0.0023 0.00s 11 -8.4232 0.0022 0.00s 12 -8.4211 0.0021 0.00s 13 -8.4191 0.0020 0.00s 14 -8.4173 0.0018 0.00s 15 -8.4156 0.0016 0.00s 16 -8.4143 0.0014 0.00s 17 -8.4132 0.0011 0.01s 18 -8.4123 0.0009 0.00s Initial clusters = [ 99, 103, 220, ] 1 -221.7635 Inf 0.00s 2 -8.5178 213.2457 0.00s 3 -8.4917 0.0261 0.00s 4 -8.4837 0.0080 0.00s 5 -8.4799 0.0039 0.00s 6 -8.4776 0.0023 0.00s 7 -8.4759 0.0016 0.00s 8 -8.4747 0.0013 0.00s 9 -8.4736 0.0011 0.00s 10 -8.4725 0.0010 0.00s 11 -8.4716 0.0010 0.00s Initial clusters = [ 106, 255, 147, ] 1 -203.5911 Inf 0.00s 2 -8.4733 195.1178 0.00s 3 -8.4544 0.0189 0.00s 4 -8.4495 0.0049 0.00s 5 -8.4466 0.0029 0.00s 6 -8.4440 0.0026 0.00s 7 -8.4414 0.0026 0.00s 8 -8.4388 0.0026 0.00s 9 -8.4361 0.0027 0.00s 10 -8.4334 0.0027 0.00s 11 -8.4308 0.0026 0.00s 12 -8.4284 0.0023 0.00s 13 -8.4265 0.0020 0.00s 14 -8.4248 0.0016 0.00s 15 -8.4235 0.0014 0.00s 16 -8.4222 0.0012 0.00s 17 -8.4211 0.0012 0.00s 18 -8.4199 0.0011 0.00s 19 -8.4188 0.0012 0.00s 20 -8.4176 0.0012 0.00s 21 -8.4165 0.0011 0.00s 22 -8.4154 0.0011 0.00s 23 -8.4144 0.0010 0.00s 24 -8.4135 0.0009 0.00s Initial clusters = [ 184, 91, 1, ] 1 -192.8661 Inf 0.00s 2 -8.5092 184.3570 0.00s 3 -8.4845 0.0247 0.00s 4 -8.4776 0.0069 0.00s 5 -8.4745 0.0031 0.00s 6 -8.4726 0.0018 0.00s 7 -8.4713 0.0013 0.00s 8 -8.4701 0.0012 0.00s 9 -8.4690 0.0011 0.00s 10 -8.4678 0.0012 0.00s 11 -8.4665 0.0013 0.00s 12 -8.4651 0.0014 0.00s 13 -8.4636 0.0015 0.00s 14 -8.4620 0.0016 0.00s 15 -8.4604 0.0016 0.00s 16 -8.4588 0.0016 0.00s 17 -8.4572 0.0016 0.00s 18 -8.4556 0.0016 0.00s 19 -8.4540 0.0016 0.00s 20 -8.4524 0.0016 0.00s 21 -8.4508 0.0017 0.00s 22 -8.4490 0.0017 0.00s 23 -8.4472 0.0019 0.00s 24 -8.4452 0.0020 0.00s 25 -8.4430 0.0021 0.00s 26 -8.4407 0.0023 0.00s 27 -8.4382 0.0025 0.00s 28 -8.4356 0.0027 0.00s 29 -8.4327 0.0029 0.00s 30 -8.4296 0.0031 0.00s 31 -8.4263 0.0033 0.00s 32 -8.4230 0.0034 0.00s 33 -8.4197 0.0033 0.00s 34 -8.4167 0.0030 0.00s 35 -8.4142 0.0025 0.00s 36 -8.4125 0.0018 0.00s 37 -8.4113 0.0011 0.00s 38 -8.4107 0.0006 0.00s Initial clusters = [ 290, 7, 217, ] 1 -207.0253 Inf 0.00s 2 -8.5074 198.5179 0.00s 3 -8.4810 0.0264 0.00s 4 -8.4760 0.0050 0.00s 5 -8.4742 0.0018 0.00s 6 -8.4731 0.0011 0.00s 7 -8.4723 0.0008 0.00s Initial clusters = [ 249, 93, 149, ] 1 -334.1405 Inf 0.00s 2 -8.5163 325.6242 0.00s 3 -8.4978 0.0185 0.00s 4 -8.4933 0.0045 0.00s 5 -8.4917 0.0017 0.00s 6 -8.4909 0.0008 0.00s Initial clusters = [ 71, 35, 27, ] 1 -186.9679 Inf 0.00s 2 -8.5068 178.4611 0.00s 3 -8.4845 0.0223 0.00s 4 -8.4794 0.0051 0.00s 5 -8.4772 0.0022 0.00s 6 -8.4760 0.0012 0.00s 7 -8.4752 0.0008 0.00s Initial clusters = [ 291, 131, 260, ] 1 -239.2134 Inf 0.00s 2 -8.5503 230.6631 0.00s 3 -8.5035 0.0468 0.00s 4 -8.4897 0.0138 0.00s 5 -8.4830 0.0067 0.00s 6 -8.4788 0.0043 0.00s 7 -8.4756 0.0031 0.00s 8 -8.4731 0.0025 0.00s 9 -8.4710 0.0021 0.00s 10 -8.4692 0.0018 0.00s 11 -8.4676 0.0015 0.00s 12 -8.4663 0.0013 0.00s 13 -8.4652 0.0011 0.00s 14 -8.4643 0.0009 0.01s Initial clusters = [ 66, 106, 73, ] 1 -227.9357 Inf 0.00s 2 -8.4696 219.4661 0.00s 3 -8.4525 0.0171 0.00s 4 -8.4460 0.0065 0.00s 5 -8.4424 0.0036 0.00s 6 -8.4404 0.0020 0.00s 7 -8.4391 0.0012 0.00s 8 -8.4383 0.0008 0.00s Initial clusters = [ 153, 276, 20, ] 1 -242.7830 Inf 0.00s 2 -8.4518 234.3313 0.00s 3 -8.4344 0.0174 0.00s 4 -8.4294 0.0050 0.00s 5 -8.4261 0.0033 0.00s 6 -8.4234 0.0028 0.00s 7 -8.4209 0.0025 0.00s 8 -8.4188 0.0021 0.00s 9 -8.4169 0.0018 0.00s 10 -8.4154 0.0015 0.00s 11 -8.4142 0.0012 0.00s 12 -8.4133 0.0010 0.00s Initial clusters = [ 110, 242, 27, ] 1 -272.0511 Inf 0.00s 2 -8.5396 263.5116 0.00s 3 -8.5106 0.0290 0.00s 4 -8.5013 0.0093 0.00s 5 -8.4956 0.0057 0.00s 6 -8.4911 0.0045 0.00s 7 -8.4872 0.0039 0.00s 8 -8.4838 0.0033 0.00s 9 -8.4810 0.0028 0.00s 10 -8.4788 0.0023 0.00s 11 -8.4770 0.0018 0.00s 12 -8.4755 0.0014 0.00s 13 -8.4743 0.0012 0.00s 14 -8.4733 0.0010 0.00s 15 -8.4725 0.0009 0.00s Initial clusters = [ 198, 138, 116, ] 1 -254.7316 Inf 0.00s 2 -8.5365 246.1951 0.00s 3 -8.5121 0.0244 0.00s 4 -8.5048 0.0073 0.00s 5 -8.5011 0.0037 0.00s 6 -8.4988 0.0023 0.00s 7 -8.4972 0.0017 0.00s 8 -8.4959 0.0013 0.00s 9 -8.4948 0.0011 0.00s 10 -8.4938 0.0010 0.00s Initial clusters = [ 92, 192, 4, ] 1 -449.1748 Inf 0.00s 2 -8.5044 440.6704 0.00s 3 -8.4815 0.0229 0.00s 4 -8.4760 0.0055 0.00s 5 -8.4740 0.0020 0.00s 6 -8.4730 0.0010 0.00s Initial clusters = [ 48, 56, 57, ] 1 -311.6785 Inf 0.00s 2 -8.4985 303.1800 0.00s 3 -8.4826 0.0158 0.00s 4 -8.4795 0.0031 0.00s 5 -8.4783 0.0012 0.00s 6 -8.4776 0.0007 0.00s Initial clusters = [ 75, 17, 163, ] 1 -322.8578 Inf 0.00s 2 -8.5334 314.3244 0.00s 3 -8.5034 0.0301 0.00s 4 -8.4940 0.0094 0.00s 5 -8.4888 0.0053 0.00s 6 -8.4850 0.0038 0.00s 7 -8.4819 0.0030 0.00s 8 -8.4793 0.0026 0.00s 9 -8.4771 0.0022 0.00s 10 -8.4751 0.0020 0.00s 11 -8.4734 0.0018 0.00s 12 -8.4718 0.0016 0.00s 13 -8.4703 0.0015 0.00s 14 -8.4689 0.0014 0.00s 15 -8.4675 0.0014 0.00s 16 -8.4660 0.0014 0.00s 17 -8.4645 0.0015 0.00s 18 -8.4629 0.0017 0.00s 19 -8.4610 0.0019 0.00s 20 -8.4589 0.0021 0.00s 21 -8.4564 0.0024 0.00s 22 -8.4536 0.0028 0.00s 23 -8.4504 0.0032 0.00s 24 -8.4467 0.0037 0.00s 25 -8.4425 0.0042 0.00s 26 -8.4379 0.0046 0.00s 27 -8.4330 0.0049 0.00s 28 -8.4280 0.0050 0.00s 29 -8.4232 0.0048 0.00s 30 -8.4190 0.0042 0.00s 31 -8.4158 0.0032 0.00s 32 -8.4136 0.0022 0.00s 33 -8.4121 0.0014 0.00s 34 -8.4113 0.0009 0.00s Initial clusters = [ 246, 116, 15, ] 1 -206.2222 Inf 0.00s 2 -8.5140 197.7082 0.00s 3 -8.4892 0.0248 0.00s 4 -8.4798 0.0093 0.00s 5 -8.4735 0.0064 0.00s 6 -8.4684 0.0050 0.00s 7 -8.4644 0.0040 0.00s 8 -8.4611 0.0034 0.00s 9 -8.4581 0.0030 0.00s 10 -8.4553 0.0028 0.00s 11 -8.4526 0.0028 0.00s 12 -8.4497 0.0028 0.00s 13 -8.4468 0.0029 0.00s 14 -8.4437 0.0031 0.00s 15 -8.4404 0.0033 0.00s 16 -8.4370 0.0035 0.00s 17 -8.4334 0.0036 0.00s 18 -8.4298 0.0036 0.00s 19 -8.4265 0.0034 0.00s 20 -8.4235 0.0030 0.00s 21 -8.4209 0.0026 0.00s 22 -8.4188 0.0021 0.00s 23 -8.4170 0.0018 0.00s 24 -8.4155 0.0015 0.00s 25 -8.4143 0.0012 0.00s 26 -8.4134 0.0010 0.00s Initial clusters = [ 225, 287, 203, ] 1 -223.2711 Inf 0.00s 2 -8.4344 214.8367 0.00s 3 -8.4193 0.0151 0.00s 4 -8.4157 0.0036 0.00s 5 -8.4138 0.0019 0.00s 6 -8.4125 0.0012 0.00s 7 -8.4117 0.0008 0.00s Initial clusters = [ 295, 242, 265, ] 1 -350.1859 Inf 0.00s 2 -8.5083 341.6776 0.00s 3 -8.4909 0.0174 0.00s 4 -8.4863 0.0046 0.00s 5 -8.4837 0.0026 0.00s 6 -8.4819 0.0018 0.00s 7 -8.4804 0.0015 0.00s 8 -8.4791 0.0013 0.00s 9 -8.4780 0.0011 0.00s 10 -8.4770 0.0011 0.00s 11 -8.4759 0.0010 0.00s 12 -8.4749 0.0010 0.00s 13 -8.4739 0.0010 0.00s 14 -8.4728 0.0010 0.00s 15 -8.4718 0.0011 0.00s 16 -8.4707 0.0011 0.00s 17 -8.4697 0.0010 0.00s 18 -8.4687 0.0010 0.00s 19 -8.4677 0.0009 0.00s Initial clusters = [ 97, 252, 178, ] 1 -183.0558 Inf 0.00s 2 -8.4797 174.5761 0.00s 3 -8.4546 0.0251 0.00s 4 -8.4464 0.0082 0.00s 5 -8.4411 0.0053 0.00s 6 -8.4367 0.0044 0.00s 7 -8.4326 0.0040 0.00s 8 -8.4289 0.0037 0.00s 9 -8.4256 0.0033 0.00s 10 -8.4226 0.0030 0.00s 11 -8.4200 0.0026 0.00s 12 -8.4177 0.0023 0.00s 13 -8.4158 0.0019 0.00s 14 -8.4142 0.0015 0.00s 15 -8.4130 0.0012 0.00s 16 -8.4121 0.0009 0.00s Initial clusters = [ 91, 147, 275, ] 1 -285.8723 Inf 0.00s 2 -8.5029 277.3694 0.00s 3 -8.4698 0.0331 0.00s 4 -8.4603 0.0095 0.00s 5 -8.4573 0.0029 0.00s 6 -8.4564 0.0009 0.00s Initial clusters = [ 67, 272, 132, ] 1 -170.7721 Inf 0.00s 2 -8.5046 162.2676 0.00s 3 -8.4785 0.0261 0.00s 4 -8.4702 0.0083 0.00s 5 -8.4653 0.0049 0.00s 6 -8.4613 0.0040 0.00s 7 -8.4577 0.0036 0.00s 8 -8.4544 0.0033 0.00s 9 -8.4515 0.0029 0.00s 10 -8.4489 0.0026 0.00s 11 -8.4464 0.0024 0.00s 12 -8.4440 0.0024 0.00s 13 -8.4417 0.0024 0.00s 14 -8.4392 0.0025 0.00s 15 -8.4365 0.0026 0.00s 16 -8.4337 0.0028 0.00s 17 -8.4308 0.0030 0.00s 18 -8.4276 0.0031 0.00s 19 -8.4244 0.0033 0.00s 20 -8.4210 0.0033 0.00s 21 -8.4179 0.0032 0.00s 22 -8.4152 0.0027 0.00s 23 -8.4131 0.0021 0.00s 24 -8.4117 0.0014 0.00s 25 -8.4108 0.0008 0.00s Initial clusters = [ 84, 179, 117, ] 1 -186.6016 Inf 0.00s 2 -8.4979 178.1037 0.00s 3 -8.4756 0.0224 0.00s 4 -8.4707 0.0049 0.00s 5 -8.4685 0.0022 0.00s 6 -8.4671 0.0014 0.00s 7 -8.4660 0.0011 0.00s 8 -8.4651 0.0009 0.00s 0 0 -8.4651 8it 0.00s (initial solution) 1 -9.3488 Inf 0.00s 2 -8.5404 0.8085 0.00s 3 -8.5231 0.0172 0.00s 4 -8.5075 0.0156 0.00s 5 -8.4887 0.0187 0.00s 6 -8.4691 0.0197 0.00s 7 -8.4546 0.0145 0.00s 8 -8.4461 0.0085 0.00s 9 -8.4401 0.0060 0.00s 10 -8.4348 0.0052 0.00s 11 -8.4299 0.0049 0.00s 12 -8.4252 0.0047 0.00s 13 -8.4209 0.0043 0.00s 14 -8.4173 0.0036 0.00s 15 -8.4145 0.0028 0.00s 16 -8.4125 0.0019 0.00s 17 -8.4114 0.0012 0.00s 18 -8.4107 0.0007 0.00s 1 0 -8.4107 18it 0.00s (new best) 1 -9.5851 Inf 0.00s 2 -8.4868 1.0984 0.00s 3 -8.4656 0.0211 0.00s 4 -8.4526 0.0130 0.00s 5 -8.4428 0.0098 0.00s 6 -8.4347 0.0081 0.00s 7 -8.4284 0.0063 0.00s 8 -8.4241 0.0043 0.00s 9 -8.4213 0.0028 0.00s 10 -8.4193 0.0021 0.00s 11 -8.4176 0.0017 0.00s 12 -8.4162 0.0014 0.00s 13 -8.4149 0.0012 0.00s 14 -8.4139 0.0010 0.00s 15 -8.4130 0.0009 0.00s 2 0 -8.4130 15it 0.00s 1 -8.6566 Inf 0.00s 2 -8.4165 0.2401 0.00s 3 -8.4139 0.0026 0.00s 4 -8.4127 0.0012 0.00s 5 -8.4119 0.0008 0.00s 3 1 -8.4119 5it 0.00s 1 -9.4784 Inf 0.00s 2 -8.4982 0.9801 0.00s 3 -8.4839 0.0143 0.00s 4 -8.4774 0.0065 0.00s 5 -8.4733 0.0041 0.00s 6 -8.4706 0.0027 0.00s 7 -8.4688 0.0018 0.00s 8 -8.4675 0.0013 0.00s 9 -8.4665 0.0010 0.00s 4 2 -8.4665 9it 0.00s 1 -9.4826 Inf 0.00s 2 -8.4977 0.9850 0.00s 3 -8.4816 0.0161 0.00s 4 -8.4754 0.0062 0.00s 5 -8.4722 0.0032 0.00s 6 -8.4702 0.0020 0.00s 7 -8.4689 0.0013 0.00s 8 -8.4679 0.0010 0.00s 5 3 -8.4679 8it 0.00s 1 -8.5793 Inf 0.00s 2 -8.4205 0.1588 0.00s 3 -8.4164 0.0041 0.00s 4 -8.4143 0.0021 0.00s 5 -8.4129 0.0014 0.00s 6 -8.4120 0.0010 0.00s 6 4 -8.4120 6it 0.00s 1 -8.6081 Inf 0.00s 2 -8.4237 0.1844 0.00s 3 -8.4167 0.0070 0.00s 4 -8.4141 0.0026 0.00s 5 -8.4128 0.0013 0.00s 6 -8.4120 0.0008 0.00s 7 5 -8.4120 6it 0.00s 1 -9.6504 Inf 0.00s 2 -8.4989 1.1515 0.00s 3 -8.4974 0.0015 0.00s 4 -8.4969 0.0004 0.00s 8 6 -8.4969 4it 0.00s 1 -9.3414 Inf 0.00s 2 -8.5231 0.8183 0.00s 3 -8.5128 0.0103 0.00s 4 -8.5103 0.0025 0.00s 5 -8.5094 0.0009 0.00s 9 7 -8.5094 5it 0.00s 1 -8.5724 Inf 0.00s 2 -8.4243 0.1481 0.00s 3 -8.4173 0.0070 0.00s 4 -8.4144 0.0029 0.00s 5 -8.4131 0.0013 0.00s 6 -8.4123 0.0008 0.00s 10 8 -8.4123 6it 0.00s 1 -9.4474 Inf 0.00s 2 -8.5003 0.9471 0.00s 3 -8.4879 0.0124 0.00s 4 -8.4816 0.0062 0.00s 5 -8.4769 0.0047 0.00s 6 -8.4731 0.0038 0.00s 7 -8.4700 0.0031 0.00s 8 -8.4674 0.0026 0.00s 9 -8.4652 0.0022 0.00s 10 -8.4632 0.0020 0.00s 11 -8.4612 0.0020 0.00s 12 -8.4592 0.0020 0.00s 13 -8.4571 0.0021 0.00s 14 -8.4547 0.0023 0.00s 15 -8.4522 0.0026 0.00s 16 -8.4493 0.0028 0.00s 17 -8.4463 0.0030 0.00s 18 -8.4433 0.0031 0.00s 19 -8.4404 0.0029 0.00s 20 -8.4378 0.0026 0.00s 21 -8.4355 0.0022 0.00s 22 -8.4337 0.0018 0.00s 23 -8.4322 0.0015 0.00s 24 -8.4309 0.0013 0.00s 25 -8.4297 0.0012 0.00s 26 -8.4287 0.0011 0.00s 27 -8.4277 0.0010 0.00s 11 9 -8.4277 27it 0.00s 1 -9.3166 Inf 0.00s 2 -8.4833 0.8333 0.00s 3 -8.4722 0.0110 0.00s 4 -8.4635 0.0088 0.00s 5 -8.4566 0.0068 0.00s 6 -8.4517 0.0050 0.00s 7 -8.4478 0.0038 0.00s 8 -8.4446 0.0033 0.00s 9 -8.4416 0.0030 0.00s 10 -8.4386 0.0030 0.00s 11 -8.4355 0.0031 0.00s 12 -8.4322 0.0032 0.00s 13 -8.4288 0.0034 0.00s 14 -8.4253 0.0035 0.00s 15 -8.4218 0.0035 0.00s 16 -8.4186 0.0032 0.00s 17 -8.4160 0.0027 0.00s 18 -8.4140 0.0020 0.00s 19 -8.4127 0.0013 0.02s 20 -8.4118 0.0009 0.00s 12 10 -8.4118 20it 0.02s 1 -10.5055 Inf 0.00s 2 -8.5735 1.9320 0.00s 3 -8.5545 0.0190 0.00s 4 -8.5478 0.0067 0.00s 5 -8.5441 0.0037 0.00s 6 -8.5412 0.0029 0.00s 7 -8.5383 0.0029 0.00s 8 -8.5348 0.0035 0.00s 9 -8.5300 0.0048 0.00s 10 -8.5230 0.0070 0.00s 11 -8.5131 0.0099 0.00s 12 -8.5008 0.0124 0.00s 13 -8.4886 0.0121 0.00s 14 -8.4800 0.0087 0.00s 15 -8.4749 0.0050 0.00s 16 -8.4718 0.0031 0.00s 17 -8.4694 0.0024 0.00s 18 -8.4670 0.0024 0.00s 19 -8.4645 0.0025 0.00s 20 -8.4617 0.0028 0.00s 21 -8.4585 0.0031 0.00s 22 -8.4551 0.0034 0.00s 23 -8.4515 0.0036 0.00s 24 -8.4478 0.0037 0.00s 25 -8.4440 0.0038 0.00s 26 -8.4403 0.0037 0.00s 27 -8.4366 0.0036 0.00s 28 -8.4332 0.0035 0.00s 29 -8.4299 0.0033 0.00s 30 -8.4267 0.0031 0.00s 31 -8.4239 0.0029 0.00s 32 -8.4212 0.0026 0.00s 33 -8.4189 0.0023 0.00s 34 -8.4170 0.0020 0.00s 35 -8.4154 0.0016 0.00s 36 -8.4141 0.0013 0.00s 37 -8.4131 0.0010 0.00s 13 11 -8.4131 37it 0.01s 1 -8.4474 Inf 0.00s 2 -8.4144 0.0330 0.00s 3 -8.4116 0.0029 0.00s 4 -8.4105 0.0011 0.00s 5 -8.4100 0.0005 0.00s 14 12 -8.4100 5it 0.00s (new best) 1 -8.5848 Inf 0.00s 2 -8.4167 0.1681 0.00s 3 -8.4130 0.0037 0.00s 4 -8.4113 0.0017 0.00s 5 -8.4105 0.0008 0.00s 15 0 -8.4105 5it 0.00s 1 -10.3002 Inf 0.00s 2 -8.5524 1.7479 0.00s 3 -8.5321 0.0203 0.00s 4 -8.5187 0.0133 0.00s 5 -8.5048 0.0139 0.00s 6 -8.4899 0.0149 0.00s 7 -8.4770 0.0128 0.00s 8 -8.4685 0.0085 0.00s 9 -8.4629 0.0056 0.00s 10 -8.4582 0.0048 0.00s 11 -8.4532 0.0050 0.00s 12 -8.4477 0.0055 0.00s 13 -8.4418 0.0059 0.00s 14 -8.4358 0.0060 0.00s 15 -8.4300 0.0058 0.00s 16 -8.4249 0.0051 0.00s 17 -8.4207 0.0043 0.00s 18 -8.4173 0.0033 0.00s 19 -8.4149 0.0024 0.00s 20 -8.4132 0.0017 0.00s 21 -8.4121 0.0011 0.00s 22 -8.4114 0.0007 0.00s 16 1 -8.4114 22it 0.00s 1 -9.4113 Inf 0.00s 2 -8.4633 0.9480 0.00s 3 -8.4435 0.0198 0.00s 4 -8.4330 0.0105 0.00s 5 -8.4268 0.0062 0.00s 6 -8.4235 0.0034 0.00s 7 -8.4215 0.0020 0.00s 8 -8.4199 0.0015 0.00s 9 -8.4185 0.0014 0.00s 10 -8.4172 0.0013 0.00s 11 -8.4160 0.0012 0.00s 12 -8.4149 0.0011 0.00s 13 -8.4139 0.0010 0.00s 17 2 -8.4139 13it 0.00s 1 -9.4870 Inf 0.00s 2 -8.5000 0.9870 0.00s 3 -8.4976 0.0023 0.00s 4 -8.4964 0.0012 0.00s 5 -8.4952 0.0012 0.00s 6 -8.4938 0.0014 0.00s 7 -8.4919 0.0019 0.00s 8 -8.4892 0.0027 0.00s 9 -8.4855 0.0037 0.00s 10 -8.4806 0.0049 0.00s 11 -8.4749 0.0057 0.00s 12 -8.4693 0.0056 0.00s 13 -8.4644 0.0049 0.00s 14 -8.4604 0.0040 0.00s 15 -8.4569 0.0035 0.00s 16 -8.4537 0.0032 0.00s 17 -8.4507 0.0029 0.00s 18 -8.4480 0.0027 0.00s 19 -8.4454 0.0026 0.00s 20 -8.4429 0.0025 0.00s 21 -8.4403 0.0026 0.00s 22 -8.4375 0.0027 0.00s 23 -8.4346 0.0029 0.00s 24 -8.4315 0.0031 0.00s 25 -8.4282 0.0033 0.00s 26 -8.4248 0.0034 0.00s 27 -8.4214 0.0034 0.00s 28 -8.4182 0.0032 0.00s 29 -8.4155 0.0027 0.00s 30 -8.4134 0.0020 0.00s 31 -8.4121 0.0014 0.00s 32 -8.4112 0.0008 0.00s 18 3 -8.4112 32it 0.00s 1 -9.7427 Inf 0.00s 2 -8.4938 1.2488 0.00s 3 -8.4859 0.0079 0.00s 4 -8.4797 0.0063 0.00s 5 -8.4740 0.0057 0.00s 6 -8.4697 0.0043 0.00s 7 -8.4668 0.0029 0.00s 8 -8.4647 0.0020 0.00s 9 -8.4631 0.0016 0.00s 10 -8.4616 0.0015 0.00s 11 -8.4602 0.0014 0.00s 12 -8.4589 0.0014 0.00s 13 -8.4575 0.0014 0.00s 14 -8.4561 0.0014 0.00s 15 -8.4546 0.0014 0.00s 16 -8.4531 0.0015 0.00s 17 -8.4516 0.0016 0.00s 18 -8.4499 0.0017 0.00s 19 -8.4481 0.0018 0.01s 20 -8.4462 0.0019 0.00s 21 -8.4441 0.0021 0.00s 22 -8.4418 0.0023 0.00s 23 -8.4394 0.0025 0.00s 24 -8.4367 0.0027 0.00s 25 -8.4338 0.0029 0.00s 26 -8.4307 0.0031 0.00s 27 -8.4274 0.0033 0.00s 28 -8.4240 0.0034 0.00s 29 -8.4206 0.0034 0.00s 30 -8.4175 0.0031 0.00s 31 -8.4149 0.0026 0.00s 32 -8.4130 0.0019 0.00s 33 -8.4118 0.0012 0.00s 34 -8.4110 0.0007 0.00s 19 4 -8.4110 34it 0.01s 1 -9.5515 Inf 0.00s 2 -8.4873 1.0643 0.00s 3 -8.4726 0.0147 0.00s 4 -8.4668 0.0058 0.00s 5 -8.4632 0.0036 0.00s 6 -8.4606 0.0026 0.00s 7 -8.4585 0.0021 0.00s 8 -8.4566 0.0019 0.00s 9 -8.4549 0.0017 0.00s 10 -8.4533 0.0016 0.00s 11 -8.4517 0.0016 0.00s 12 -8.4501 0.0016 0.00s 13 -8.4484 0.0017 0.00s 14 -8.4467 0.0017 0.00s 15 -8.4449 0.0018 0.00s 16 -8.4430 0.0019 0.00s 17 -8.4409 0.0020 0.00s 18 -8.4388 0.0021 0.00s 19 -8.4366 0.0022 0.00s 20 -8.4342 0.0023 0.00s 21 -8.4318 0.0024 0.00s 22 -8.4293 0.0025 0.00s 23 -8.4267 0.0026 0.00s 24 -8.4242 0.0025 0.00s 25 -8.4217 0.0025 0.00s 26 -8.4194 0.0023 0.00s 27 -8.4173 0.0021 0.00s 28 -8.4155 0.0018 0.00s 29 -8.4140 0.0015 0.00s 30 -8.4129 0.0012 0.00s 31 -8.4120 0.0009 0.00s 20 5 -8.4120 31it 0.00s 1 -8.5077 Inf 0.00s 2 -8.4245 0.0832 0.00s 3 -8.4188 0.0057 0.00s 4 -8.4154 0.0034 0.00s 5 -8.4130 0.0023 0.00s 6 -8.4116 0.0015 0.00s 7 -8.4107 0.0008 0.00s 21 6 -8.4107 7it 0.00s 1 -9.2330 Inf 0.00s 2 -8.4777 0.7553 0.00s 3 -8.4648 0.0129 0.00s 4 -8.4554 0.0095 0.00s 5 -8.4486 0.0068 0.00s 6 -8.4439 0.0047 0.00s 7 -8.4405 0.0034 0.00s 8 -8.4375 0.0030 0.00s 9 -8.4346 0.0029 0.00s 10 -8.4316 0.0030 0.00s 11 -8.4285 0.0031 0.00s 12 -8.4252 0.0033 0.00s 13 -8.4218 0.0033 0.00s 14 -8.4186 0.0032 0.00s 15 -8.4157 0.0029 0.00s 16 -8.4135 0.0023 0.00s 17 -8.4119 0.0016 0.00s 18 -8.4110 0.0009 0.00s 22 7 -8.4110 18it 0.00s 1 -9.4996 Inf 0.00s 2 -8.5017 0.9979 0.00s 3 -8.4837 0.0180 0.00s 4 -8.4747 0.0090 0.00s 5 -8.4698 0.0049 0.00s 6 -8.4670 0.0028 0.00s 7 -8.4652 0.0018 0.00s 8 -8.4637 0.0015 0.00s 9 -8.4623 0.0014 0.00s 10 -8.4609 0.0014 0.00s 11 -8.4594 0.0016 0.00s 12 -8.4576 0.0018 0.00s 13 -8.4556 0.0020 0.00s 14 -8.4532 0.0023 0.00s 15 -8.4507 0.0026 0.00s 16 -8.4479 0.0028 0.00s 17 -8.4449 0.0030 0.00s 18 -8.4418 0.0031 0.00s 19 -8.4387 0.0031 0.00s 20 -8.4355 0.0031 0.00s 21 -8.4324 0.0031 0.00s 22 -8.4293 0.0031 0.00s 23 -8.4262 0.0031 0.00s 24 -8.4233 0.0029 0.00s 25 -8.4206 0.0027 0.00s 26 -8.4182 0.0024 0.00s 27 -8.4162 0.0020 0.00s 28 -8.4145 0.0016 0.00s 29 -8.4133 0.0013 0.00s 30 -8.4123 0.0010 0.00s 23 8 -8.4123 30it 0.00s 1 -9.2439 Inf 0.00s 2 -8.5106 0.7333 0.00s 3 -8.4965 0.0141 0.00s 4 -8.4897 0.0068 0.00s 5 -8.4831 0.0066 0.00s 6 -8.4755 0.0076 0.00s 7 -8.4662 0.0093 0.00s 8 -8.4554 0.0108 0.00s 9 -8.4444 0.0110 0.00s 10 -8.4354 0.0090 0.00s 11 -8.4292 0.0062 0.00s 12 -8.4250 0.0042 0.00s 13 -8.4217 0.0033 0.00s 14 -8.4191 0.0027 0.00s 15 -8.4168 0.0022 0.00s 16 -8.4151 0.0018 0.00s 17 -8.4137 0.0014 0.00s 18 -8.4127 0.0010 0.00s 19 -8.4119 0.0008 0.00s 24 9 -8.4119 19it 0.00s 1 -8.9261 Inf 0.00s 2 -8.4324 0.4937 0.00s 3 -8.4239 0.0086 0.00s 4 -8.4199 0.0039 0.00s 5 -8.4173 0.0026 0.00s 6 -8.4153 0.0020 0.00s 7 -8.4138 0.0015 0.00s 8 -8.4127 0.0011 0.00s 9 -8.4119 0.0009 0.00s 25 10 -8.4119 9it 0.00s 1 -8.6901 Inf 0.00s 2 -8.4259 0.2642 0.00s 3 -8.4213 0.0046 0.00s 4 -8.4179 0.0035 0.00s 5 -8.4151 0.0028 0.00s 6 -8.4130 0.0021 0.00s 7 -8.4115 0.0014 0.00s 8 -8.4107 0.0009 0.00s 26 11 -8.4107 8it 0.00s 1 -9.6932 Inf 0.00s 2 -8.4980 1.1952 0.00s 3 -8.4935 0.0045 0.00s 4 -8.4908 0.0026 0.00s 5 -8.4882 0.0026 0.00s 6 -8.4853 0.0030 0.00s 7 -8.4816 0.0036 0.00s 8 -8.4771 0.0045 0.00s 9 -8.4721 0.0051 0.00s 10 -8.4673 0.0048 0.00s 11 -8.4636 0.0037 0.00s 12 -8.4609 0.0027 0.00s 13 -8.4588 0.0021 0.00s 14 -8.4570 0.0018 0.00s 15 -8.4553 0.0017 0.00s 16 -8.4536 0.0017 0.00s 17 -8.4519 0.0017 0.00s 18 -8.4502 0.0017 0.00s 19 -8.4484 0.0018 0.00s 20 -8.4464 0.0019 0.00s 21 -8.4444 0.0021 0.00s 22 -8.4421 0.0022 0.00s 23 -8.4397 0.0024 0.00s 24 -8.4371 0.0026 0.00s 25 -8.4343 0.0028 0.00s 26 -8.4313 0.0030 0.00s 27 -8.4281 0.0032 0.00s 28 -8.4247 0.0034 0.00s 29 -8.4213 0.0034 0.00s 30 -8.4181 0.0032 0.00s 31 -8.4154 0.0028 0.00s 32 -8.4133 0.0021 0.00s 33 -8.4119 0.0014 0.00s 34 -8.4110 0.0008 0.00s 27 12 -8.4110 34it 0.00s 1 -8.4761 Inf 0.00s 2 -8.4155 0.0605 0.00s 3 -8.4125 0.0030 0.00s 4 -8.4111 0.0014 0.00s 5 -8.4105 0.0007 0.00s 28 13 -8.4105 5it 0.00s 1 -8.8377 Inf 0.00s 2 -8.4327 0.4050 0.00s 3 -8.4261 0.0066 0.00s 4 -8.4221 0.0040 0.00s 5 -8.4187 0.0034 0.00s 6 -8.4158 0.0029 0.00s 7 -8.4134 0.0024 0.00s 8 -8.4118 0.0017 0.00s 9 -8.4108 0.0010 0.00s 10 -8.4102 0.0005 0.00s 29 14 -8.4102 10it 0.00s 1 -9.0825 Inf 0.00s 2 -8.4629 0.6195 0.00s 3 -8.4458 0.0171 0.00s 4 -8.4377 0.0080 0.00s 5 -8.4324 0.0054 0.00s 6 -8.4283 0.0041 0.00s 7 -8.4250 0.0032 0.00s 8 -8.4224 0.0026 0.00s 9 -8.4203 0.0022 0.00s 10 -8.4184 0.0019 0.00s 11 -8.4168 0.0016 0.00s 12 -8.4153 0.0014 0.00s 13 -8.4141 0.0012 0.00s 14 -8.4131 0.0010 0.00s 15 -8.4123 0.0008 0.00s 30 15 -8.4123 15it 0.00s Initial clusters = [ 84, 179, 117, ] 1 -186.6016 Inf 0.00s 2 -8.4979 178.1037 0.00s 3 -8.4756 0.0224 0.00s 4 -8.4707 0.0049 0.00s 5 -8.4685 0.0022 0.00s 6 -8.4671 0.0014 0.00s 7 -8.4660 0.0011 0.00s 8 -8.4651 0.0009 0.00s 0 -8.4651 8it 0.00s (initial population) Initial clusters = [ 142, 233, 161, ] 1 -244.9465 Inf 0.00s 2 -8.5059 236.4407 0.00s 3 -8.4811 0.0247 0.00s 4 -8.4747 0.0065 0.00s 5 -8.4716 0.0031 0.00s 6 -8.4696 0.0021 0.01s 7 -8.4679 0.0017 0.00s 8 -8.4663 0.0016 0.00s 9 -8.4647 0.0016 0.00s 10 -8.4631 0.0016 0.00s 11 -8.4614 0.0017 0.00s 12 -8.4596 0.0018 0.00s 13 -8.4576 0.0020 0.00s 14 -8.4554 0.0022 0.00s 15 -8.4531 0.0024 0.00s 16 -8.4505 0.0026 0.00s 17 -8.4477 0.0028 0.00s 18 -8.4447 0.0030 0.00s 19 -8.4415 0.0032 0.00s 20 -8.4382 0.0033 0.00s 21 -8.4349 0.0034 0.00s 22 -8.4315 0.0034 0.00s 23 -8.4281 0.0033 0.00s 24 -8.4250 0.0032 0.00s 25 -8.4220 0.0029 0.00s 26 -8.4194 0.0026 0.00s 27 -8.4172 0.0022 0.00s 28 -8.4154 0.0018 0.00s 29 -8.4140 0.0014 0.00s 30 -8.4130 0.0011 0.00s 31 -8.4122 0.0008 0.00s 0 -8.4122 31it 0.01s (initial population) Initial clusters = [ 281, 115, 274, ] 1 -229.8358 Inf 0.00s 2 -8.4947 221.3411 0.00s 3 -8.4689 0.0259 0.00s 4 -8.4549 0.0140 0.00s 5 -8.4423 0.0126 0.00s 6 -8.4307 0.0116 0.00s 7 -8.4219 0.0087 0.00s 8 -8.4166 0.0054 0.00s 9 -8.4136 0.0030 0.00s 10 -8.4120 0.0016 0.00s 11 -8.4111 0.0009 0.00s 0 -8.4111 11it 0.00s (initial population) Initial clusters = [ 49, 253, 81, ] 1 -252.1644 Inf 0.00s 2 -8.4961 243.6683 0.00s 3 -8.4781 0.0179 0.00s 4 -8.4735 0.0046 0.00s 5 -8.4718 0.0018 0.00s 6 -8.4709 0.0009 0.00s 0 -8.4709 6it 0.00s (initial population) Initial clusters = [ 277, 45, 80, ] 1 -207.2153 Inf 0.00s 2 -8.4985 198.7168 0.00s 3 -8.4834 0.0150 0.00s 4 -8.4798 0.0036 0.00s 5 -8.4785 0.0013 0.00s 6 -8.4779 0.0006 0.00s 0 -8.4779 6it 0.00s (initial population) Initial clusters = [ 157, 83, 235, ] 1 -184.0531 Inf 0.00s 2 -8.4843 175.5689 0.00s 3 -8.4572 0.0271 0.00s 4 -8.4456 0.0116 0.00s 5 -8.4366 0.0089 0.00s 6 -8.4290 0.0076 0.00s 7 -8.4227 0.0063 0.00s 8 -8.4178 0.0049 0.00s 9 -8.4144 0.0034 0.00s 10 -8.4122 0.0022 0.00s 11 -8.4110 0.0012 0.00s 12 -8.4104 0.0006 0.00s 0 -8.4104 12it 0.00s (initial population) Initial clusters = [ 264, 26, 68, ] 1 -210.9969 Inf 0.00s 2 -8.5188 202.4781 0.00s 3 -8.4911 0.0277 0.00s 4 -8.4848 0.0063 0.00s 5 -8.4820 0.0028 0.00s 6 -8.4803 0.0017 0.00s 7 -8.4790 0.0013 0.00s 8 -8.4780 0.0010 0.00s 9 -8.4772 0.0008 0.00s 0 -8.4772 9it 0.00s (initial population) Initial clusters = [ 59, 123, 233, ] 1 -240.3711 Inf 0.00s 2 -8.5023 231.8688 0.00s 3 -8.4829 0.0194 0.00s 4 -8.4782 0.0047 0.00s 5 -8.4765 0.0017 0.00s 6 -8.4757 0.0008 0.00s 0 -8.4757 6it 0.00s (initial population) Initial clusters = [ 289, 215, 4, ] 1 -232.5155 Inf 0.00s 2 -8.5266 223.9889 0.00s 3 -8.5018 0.0248 0.00s 4 -8.4930 0.0088 0.00s 5 -8.4879 0.0050 0.00s 6 -8.4846 0.0034 0.00s 7 -8.4822 0.0023 0.00s 8 -8.4807 0.0016 0.00s 9 -8.4796 0.0011 0.00s 10 -8.4788 0.0007 0.00s 0 -8.4788 10it 0.00s (initial population) Initial clusters = [ 269, 65, 262, ] 1 -130.7393 Inf 0.00s 2 -8.4511 122.2881 0.00s 3 -8.4342 0.0169 0.00s 4 -8.4290 0.0052 0.00s 5 -8.4254 0.0036 0.00s 6 -8.4221 0.0033 0.00s 7 -8.4189 0.0032 0.00s 8 -8.4160 0.0029 0.00s 9 -8.4136 0.0024 0.00s 10 -8.4119 0.0017 0.00s 11 -8.4108 0.0011 0.00s 12 -8.4102 0.0006 0.00s 0 -8.4102 12it 0.00s (initial population) Initial clusters = [ 285, 39, 163, ] 1 -172.4556 Inf 0.00s 2 -8.4595 163.9961 0.00s 3 -8.4440 0.0155 0.00s 4 -8.4398 0.0043 0.00s 5 -8.4371 0.0027 0.00s 6 -8.4347 0.0024 0.00s 7 -8.4324 0.0023 0.00s 8 -8.4300 0.0023 0.00s 9 -8.4277 0.0023 0.00s 10 -8.4255 0.0023 0.00s 11 -8.4232 0.0022 0.00s 12 -8.4211 0.0021 0.00s 13 -8.4191 0.0020 0.00s 14 -8.4173 0.0018 0.00s 15 -8.4156 0.0016 0.00s 16 -8.4143 0.0014 0.00s 17 -8.4132 0.0011 0.00s 18 -8.4123 0.0009 0.00s 0 -8.4123 18it 0.00s (initial population) Initial clusters = [ 99, 103, 220, ] 1 -221.7635 Inf 0.00s 2 -8.5178 213.2457 0.00s 3 -8.4917 0.0261 0.00s 4 -8.4837 0.0080 0.00s 5 -8.4799 0.0039 0.00s 6 -8.4776 0.0023 0.00s 7 -8.4759 0.0016 0.00s 8 -8.4747 0.0013 0.00s 9 -8.4736 0.0011 0.00s 10 -8.4725 0.0010 0.00s 11 -8.4716 0.0010 0.00s 0 -8.4716 11it 0.00s (initial population) Initial clusters = [ 106, 255, 147, ] 1 -203.5911 Inf 0.00s 2 -8.4733 195.1178 0.00s 3 -8.4544 0.0189 0.00s 4 -8.4495 0.0049 0.00s 5 -8.4466 0.0029 0.00s 6 -8.4440 0.0026 0.00s 7 -8.4414 0.0026 0.00s 8 -8.4388 0.0026 0.00s 9 -8.4361 0.0027 0.00s 10 -8.4334 0.0027 0.00s 11 -8.4308 0.0026 0.00s 12 -8.4284 0.0023 0.00s 13 -8.4265 0.0020 0.00s 14 -8.4248 0.0016 0.00s 15 -8.4235 0.0014 0.00s 16 -8.4222 0.0012 0.00s 17 -8.4211 0.0012 0.00s 18 -8.4199 0.0011 0.00s 19 -8.4188 0.0012 0.00s 20 -8.4176 0.0012 0.00s 21 -8.4165 0.0011 0.00s 22 -8.4154 0.0011 0.00s 23 -8.4144 0.0010 0.00s 24 -8.4135 0.0009 0.00s 0 -8.4135 24it 0.01s (initial population) Initial clusters = [ 184, 91, 1, ] 1 -192.8661 Inf 0.00s 2 -8.5092 184.3570 0.00s 3 -8.4845 0.0247 0.00s 4 -8.4776 0.0069 0.00s 5 -8.4745 0.0031 0.00s 6 -8.4726 0.0018 0.00s 7 -8.4713 0.0013 0.00s 8 -8.4701 0.0012 0.00s 9 -8.4690 0.0011 0.00s 10 -8.4678 0.0012 0.00s 11 -8.4665 0.0013 0.00s 12 -8.4651 0.0014 0.00s 13 -8.4636 0.0015 0.00s 14 -8.4620 0.0016 0.00s 15 -8.4604 0.0016 0.00s 16 -8.4588 0.0016 0.00s 17 -8.4572 0.0016 0.00s 18 -8.4556 0.0016 0.00s 19 -8.4540 0.0016 0.00s 20 -8.4524 0.0016 0.00s 21 -8.4508 0.0017 0.00s 22 -8.4490 0.0017 0.00s 23 -8.4472 0.0019 0.00s 24 -8.4452 0.0020 0.00s 25 -8.4430 0.0021 0.00s 26 -8.4407 0.0023 0.00s 27 -8.4382 0.0025 0.00s 28 -8.4356 0.0027 0.00s 29 -8.4327 0.0029 0.00s 30 -8.4296 0.0031 0.00s 31 -8.4263 0.0033 0.00s 32 -8.4230 0.0034 0.00s 33 -8.4197 0.0033 0.00s 34 -8.4167 0.0030 0.00s 35 -8.4142 0.0025 0.00s 36 -8.4125 0.0018 0.00s 37 -8.4113 0.0011 0.00s 38 -8.4107 0.0006 0.00s 0 -8.4107 38it 0.01s (initial population) Initial clusters = [ 290, 7, 217, ] 1 -207.0253 Inf 0.00s 2 -8.5074 198.5179 0.00s 3 -8.4810 0.0264 0.00s 4 -8.4760 0.0050 0.00s 5 -8.4742 0.0018 0.00s 6 -8.4731 0.0011 0.00s 7 -8.4723 0.0008 0.00s 0 -8.4723 7it 0.00s (initial population) Initial clusters = [ 249, 93, 149, ] 1 -334.1405 Inf 0.00s 2 -8.5163 325.6242 0.00s 3 -8.4978 0.0185 0.00s 4 -8.4933 0.0045 0.00s 5 -8.4917 0.0017 0.00s 6 -8.4909 0.0008 0.00s 0 -8.4909 6it 0.00s (initial population) Initial clusters = [ 71, 35, 27, ] 1 -186.9679 Inf 0.00s 2 -8.5068 178.4611 0.00s 3 -8.4845 0.0223 0.00s 4 -8.4794 0.0051 0.00s 5 -8.4772 0.0022 0.00s 6 -8.4760 0.0012 0.00s 7 -8.4752 0.0008 0.00s 0 -8.4752 7it 0.01s (initial population) Initial clusters = [ 291, 131, 260, ] 1 -239.2134 Inf 0.00s 2 -8.5503 230.6631 0.00s 3 -8.5035 0.0468 0.00s 4 -8.4897 0.0138 0.00s 5 -8.4830 0.0067 0.00s 6 -8.4788 0.0043 0.00s 7 -8.4756 0.0031 0.00s 8 -8.4731 0.0025 0.00s 9 -8.4710 0.0021 0.00s 10 -8.4692 0.0018 0.00s 11 -8.4676 0.0015 0.00s 12 -8.4663 0.0013 0.00s 13 -8.4652 0.0011 0.00s 14 -8.4643 0.0009 0.00s 0 -8.4643 14it 0.00s (initial population) Initial clusters = [ 66, 106, 73, ] 1 -227.9357 Inf 0.00s 2 -8.4696 219.4661 0.00s 3 -8.4525 0.0171 0.00s 4 -8.4460 0.0065 0.00s 5 -8.4424 0.0036 0.00s 6 -8.4404 0.0020 0.00s 7 -8.4391 0.0012 0.00s 8 -8.4383 0.0008 0.00s 0 -8.4383 8it 0.00s (initial population) Initial clusters = [ 153, 276, 20, ] 1 -242.7830 Inf 0.00s 2 -8.4518 234.3313 0.00s 3 -8.4344 0.0174 0.00s 4 -8.4294 0.0050 0.00s 5 -8.4261 0.0033 0.00s 6 -8.4234 0.0028 0.00s 7 -8.4209 0.0025 0.00s 8 -8.4188 0.0021 0.00s 9 -8.4169 0.0018 0.00s 10 -8.4154 0.0015 0.00s 11 -8.4142 0.0012 0.00s 12 -8.4133 0.0010 0.00s 0 -8.4133 12it 0.00s (initial population) Initial clusters = [ 110, 242, 27, ] 1 -272.0511 Inf 0.00s 2 -8.5396 263.5116 0.00s 3 -8.5106 0.0290 0.00s 4 -8.5013 0.0093 0.00s 5 -8.4956 0.0057 0.00s 6 -8.4911 0.0045 0.00s 7 -8.4872 0.0039 0.00s 8 -8.4838 0.0033 0.00s 9 -8.4810 0.0028 0.00s 10 -8.4788 0.0023 0.00s 11 -8.4770 0.0018 0.00s 12 -8.4755 0.0014 0.00s 13 -8.4743 0.0012 0.00s 14 -8.4733 0.0010 0.00s 15 -8.4725 0.0009 0.00s 0 -8.4725 15it 0.00s (initial population) Initial clusters = [ 198, 138, 116, ] 1 -254.7316 Inf 0.00s 2 -8.5365 246.1951 0.00s 3 -8.5121 0.0244 0.00s 4 -8.5048 0.0073 0.00s 5 -8.5011 0.0037 0.00s 6 -8.4988 0.0023 0.00s 7 -8.4972 0.0017 0.00s 8 -8.4959 0.0013 0.00s 9 -8.4948 0.0011 0.00s 10 -8.4938 0.0010 0.00s 0 -8.4938 10it 0.00s (initial population) Initial clusters = [ 92, 192, 4, ] 1 -449.1748 Inf 0.00s 2 -8.5044 440.6704 0.00s 3 -8.4815 0.0229 0.00s 4 -8.4760 0.0055 0.00s 5 -8.4740 0.0020 0.00s 6 -8.4730 0.0010 0.00s 0 -8.4730 6it 0.00s (initial population) Initial clusters = [ 48, 56, 57, ] 1 -311.6785 Inf 0.00s 2 -8.4985 303.1800 0.00s 3 -8.4826 0.0158 0.00s 4 -8.4795 0.0031 0.00s 5 -8.4783 0.0012 0.00s 6 -8.4776 0.0007 0.00s 0 -8.4776 6it 0.00s (initial population) Initial clusters = [ 75, 17, 163, ] 1 -322.8578 Inf 0.00s 2 -8.5334 314.3244 0.00s 3 -8.5034 0.0301 0.00s 4 -8.4940 0.0094 0.00s 5 -8.4888 0.0053 0.00s 6 -8.4850 0.0038 0.00s 7 -8.4819 0.0030 0.00s 8 -8.4793 0.0026 0.00s 9 -8.4771 0.0022 0.00s 10 -8.4751 0.0020 0.00s 11 -8.4734 0.0018 0.00s 12 -8.4718 0.0016 0.00s 13 -8.4703 0.0015 0.00s 14 -8.4689 0.0014 0.00s 15 -8.4675 0.0014 0.00s 16 -8.4660 0.0014 0.00s 17 -8.4645 0.0015 0.00s 18 -8.4629 0.0017 0.00s 19 -8.4610 0.0019 0.00s 20 -8.4589 0.0021 0.00s 21 -8.4564 0.0024 0.00s 22 -8.4536 0.0028 0.00s 23 -8.4504 0.0032 0.00s 24 -8.4467 0.0037 0.00s 25 -8.4425 0.0042 0.00s 26 -8.4379 0.0046 0.00s 27 -8.4330 0.0049 0.00s 28 -8.4280 0.0050 0.00s 29 -8.4232 0.0048 0.00s 30 -8.4190 0.0042 0.00s 31 -8.4158 0.0032 0.00s 32 -8.4136 0.0022 0.00s 33 -8.4121 0.0014 0.00s 34 -8.4113 0.0009 0.00s 0 -8.4113 34it 0.01s (initial population) Initial clusters = [ 246, 116, 15, ] 1 -206.2222 Inf 0.00s 2 -8.5140 197.7082 0.00s 3 -8.4892 0.0248 0.00s 4 -8.4798 0.0093 0.00s 5 -8.4735 0.0064 0.00s 6 -8.4684 0.0050 0.00s 7 -8.4644 0.0040 0.00s 8 -8.4611 0.0034 0.00s 9 -8.4581 0.0030 0.00s 10 -8.4553 0.0028 0.00s 11 -8.4526 0.0028 0.00s 12 -8.4497 0.0028 0.00s 13 -8.4468 0.0029 0.00s 14 -8.4437 0.0031 0.00s 15 -8.4404 0.0033 0.00s 16 -8.4370 0.0035 0.00s 17 -8.4334 0.0036 0.00s 18 -8.4298 0.0036 0.00s 19 -8.4265 0.0034 0.00s 20 -8.4235 0.0030 0.00s 21 -8.4209 0.0026 0.00s 22 -8.4188 0.0021 0.00s 23 -8.4170 0.0018 0.00s 24 -8.4155 0.0015 0.00s 25 -8.4143 0.0012 0.00s 26 -8.4134 0.0010 0.00s 0 -8.4134 26it 0.01s (initial population) Initial clusters = [ 225, 287, 203, ] 1 -223.2711 Inf 0.00s 2 -8.4344 214.8367 0.00s 3 -8.4193 0.0151 0.00s 4 -8.4157 0.0036 0.00s 5 -8.4138 0.0019 0.00s 6 -8.4125 0.0012 0.00s 7 -8.4117 0.0008 0.00s 0 -8.4117 7it 0.00s (initial population) Initial clusters = [ 295, 242, 265, ] 1 -350.1859 Inf 0.00s 2 -8.5083 341.6776 0.00s 3 -8.4909 0.0174 0.00s 4 -8.4863 0.0046 0.00s 5 -8.4837 0.0026 0.00s 6 -8.4819 0.0018 0.00s 7 -8.4804 0.0015 0.00s 8 -8.4791 0.0013 0.00s 9 -8.4780 0.0011 0.00s 10 -8.4770 0.0011 0.00s 11 -8.4759 0.0010 0.00s 12 -8.4749 0.0010 0.00s 13 -8.4739 0.0010 0.00s 14 -8.4728 0.0010 0.00s 15 -8.4718 0.0011 0.00s 16 -8.4707 0.0011 0.00s 17 -8.4697 0.0010 0.00s 18 -8.4687 0.0010 0.00s 19 -8.4677 0.0009 0.00s 0 -8.4677 19it 0.01s (initial population) Initial clusters = [ 97, 252, 178, ] 1 -183.0558 Inf 0.00s 2 -8.4797 174.5761 0.00s 3 -8.4546 0.0251 0.00s 4 -8.4464 0.0082 0.00s 5 -8.4411 0.0053 0.00s 6 -8.4367 0.0044 0.00s 7 -8.4326 0.0040 0.00s 8 -8.4289 0.0037 0.00s 9 -8.4256 0.0033 0.00s 10 -8.4226 0.0030 0.00s 11 -8.4200 0.0026 0.00s 12 -8.4177 0.0023 0.00s 13 -8.4158 0.0019 0.00s 14 -8.4142 0.0015 0.00s 15 -8.4130 0.0012 0.00s 16 -8.4121 0.0009 0.00s 0 -8.4121 16it 0.00s (initial population) Initial clusters = [ 91, 147, 275, ] 1 -285.8723 Inf 0.00s 2 -8.5029 277.3694 0.00s 3 -8.4698 0.0331 0.00s 4 -8.4603 0.0095 0.00s 5 -8.4573 0.0029 0.00s 6 -8.4564 0.0009 0.00s 0 -8.4564 6it 0.00s (initial population) Initial clusters = [ 67, 272, 132, ] 1 -170.7721 Inf 0.00s 2 -8.5046 162.2676 0.00s 3 -8.4785 0.0261 0.00s 4 -8.4702 0.0083 0.00s 5 -8.4653 0.0049 0.00s 6 -8.4613 0.0040 0.00s 7 -8.4577 0.0036 0.00s 8 -8.4544 0.0033 0.00s 9 -8.4515 0.0029 0.00s 10 -8.4489 0.0026 0.00s 11 -8.4464 0.0024 0.00s 12 -8.4440 0.0024 0.00s 13 -8.4417 0.0024 0.00s 14 -8.4392 0.0025 0.00s 15 -8.4365 0.0026 0.00s 16 -8.4337 0.0028 0.00s 17 -8.4308 0.0030 0.00s 18 -8.4276 0.0031 0.00s 19 -8.4244 0.0033 0.00s 20 -8.4210 0.0033 0.00s 21 -8.4179 0.0032 0.00s 22 -8.4152 0.0027 0.00s 23 -8.4131 0.0021 0.00s 24 -8.4117 0.0014 0.00s 25 -8.4108 0.0008 0.00s 0 -8.4108 25it 0.01s (initial population) Initial clusters = [ 167, 171, 254, ] 1 -607.7145 Inf 0.00s 2 -8.6288 599.0857 0.00s 3 -8.5836 0.0451 0.00s 4 -8.5657 0.0179 0.00s 5 -8.5535 0.0122 0.00s 6 -8.5430 0.0105 0.00s 7 -8.5324 0.0106 0.00s 8 -8.5203 0.0121 0.00s 9 -8.5063 0.0141 0.00s 10 -8.4913 0.0150 0.00s 11 -8.4778 0.0135 0.00s 12 -8.4679 0.0099 0.00s 13 -8.4614 0.0066 0.00s 14 -8.4567 0.0047 0.00s 15 -8.4528 0.0038 0.00s 16 -8.4494 0.0035 0.00s 17 -8.4461 0.0033 0.00s 18 -8.4428 0.0033 0.00s 19 -8.4394 0.0034 0.00s 20 -8.4360 0.0035 0.00s 21 -8.4325 0.0035 0.00s 22 -8.4290 0.0034 0.00s 23 -8.4258 0.0032 0.00s 24 -8.4229 0.0029 0.00s 25 -8.4204 0.0025 0.00s 26 -8.4184 0.0021 0.00s 27 -8.4167 0.0017 0.00s 28 -8.4152 0.0014 0.00s 29 -8.4141 0.0012 0.00s 30 -8.4131 0.0010 0.00s 0 -8.4131 30it 0.01s (initial population) Initial clusters = [ 88, 67, 234, ] 1 -285.1899 Inf 0.00s 2 -8.5326 276.6573 0.00s 3 -8.5006 0.0319 0.00s 4 -8.4928 0.0078 0.00s 5 -8.4898 0.0030 0.00s 6 -8.4883 0.0015 0.00s 7 -8.4874 0.0009 0.00s 0 -8.4874 7it 0.00s (initial population) Initial clusters = [ 242, 164, 76, ] 1 -294.7461 Inf 0.00s 2 -8.5004 286.2457 0.00s 3 -8.4857 0.0147 0.00s 4 -8.4825 0.0032 0.00s 5 -8.4814 0.0011 0.00s 6 -8.4809 0.0005 0.00s 0 -8.4809 6it 0.00s (initial population) Initial clusters = [ 226, 132, 97, ] 1 -263.0677 Inf 0.00s 2 -8.5360 254.5316 0.00s 3 -8.5019 0.0341 0.00s 4 -8.4884 0.0135 0.00s 5 -8.4798 0.0086 0.00s 6 -8.4735 0.0063 0.00s 7 -8.4690 0.0044 0.00s 8 -8.4661 0.0030 0.00s 9 -8.4638 0.0022 0.00s 10 -8.4620 0.0019 0.00s 11 -8.4602 0.0017 0.00s 12 -8.4585 0.0017 0.00s 13 -8.4568 0.0018 0.00s 14 -8.4549 0.0019 0.00s 15 -8.4528 0.0021 0.00s 16 -8.4505 0.0023 0.00s 17 -8.4478 0.0026 0.00s 18 -8.4449 0.0030 0.00s 19 -8.4416 0.0033 0.00s 20 -8.4380 0.0036 0.00s 21 -8.4343 0.0037 0.00s 22 -8.4306 0.0037 0.00s 23 -8.4270 0.0036 0.00s 24 -8.4237 0.0033 0.00s 25 -8.4208 0.0030 0.00s 26 -8.4182 0.0025 0.00s 27 -8.4161 0.0021 0.00s 28 -8.4145 0.0016 0.00s 29 -8.4133 0.0012 0.00s 30 -8.4124 0.0009 0.00s 0 -8.4124 30it 0.01s (initial population) Initial clusters = [ 84, 133, 118, ] 1 -226.1040 Inf 0.00s 2 -8.5039 217.6001 0.00s 3 -8.4764 0.0275 0.00s 4 -8.4707 0.0057 0.00s 5 -8.4683 0.0024 0.00s 6 -8.4668 0.0014 0.00s 7 -8.4658 0.0010 0.00s 8 -8.4651 0.0008 0.00s 0 -8.4651 8it 0.00s (initial population) Initial clusters = [ 218, 137, 285, ] 1 -293.4541 Inf 0.00s 2 -8.4861 284.9680 0.00s 3 -8.4580 0.0281 0.00s 4 -8.4458 0.0121 0.00s 5 -8.4364 0.0095 0.00s 6 -8.4285 0.0079 0.00s 7 -8.4226 0.0059 0.00s 8 -8.4188 0.0038 0.00s 9 -8.4163 0.0024 0.00s 10 -8.4147 0.0017 0.00s 11 -8.4134 0.0012 0.00s 12 -8.4125 0.0009 0.00s 0 -8.4125 12it 0.01s (initial population) Initial clusters = [ 13, 58, 166, ] 1 -190.7359 Inf 0.00s 2 -8.4925 182.2433 0.00s 3 -8.4691 0.0234 0.00s 4 -8.4631 0.0060 0.00s 5 -8.4605 0.0026 0.00s 6 -8.4589 0.0016 0.00s 7 -8.4575 0.0013 0.00s 8 -8.4562 0.0013 0.00s 9 -8.4549 0.0014 0.00s 10 -8.4534 0.0015 0.00s 11 -8.4517 0.0017 0.00s 12 -8.4498 0.0019 0.00s 13 -8.4478 0.0021 0.00s 14 -8.4455 0.0023 0.00s 15 -8.4430 0.0025 0.00s 16 -8.4404 0.0026 0.00s 17 -8.4378 0.0026 0.00s 18 -8.4355 0.0023 0.00s 19 -8.4335 0.0019 0.00s 20 -8.4322 0.0014 0.00s 21 -8.4312 0.0010 0.00s 0 -8.4312 21it 0.00s (initial population) Initial clusters = [ 153, 292, 64, ] 1 -306.6054 Inf 0.00s 2 -8.5303 298.0751 0.00s 3 -8.5131 0.0172 0.00s 4 -8.5069 0.0062 0.00s 5 -8.5031 0.0038 0.00s 6 -8.5004 0.0027 0.00s 7 -8.4985 0.0019 0.00s 8 -8.4971 0.0014 0.00s 9 -8.4961 0.0010 0.00s 10 -8.4953 0.0008 0.00s 0 -8.4953 10it 0.00s (initial population) Initial clusters = [ 129, 133, 168, ] 1 -299.0063 Inf 0.00s 2 -8.5201 290.4863 0.00s 3 -8.4990 0.0211 0.00s 4 -8.4927 0.0063 0.00s 5 -8.4889 0.0037 0.00s 6 -8.4857 0.0032 0.00s 7 -8.4825 0.0033 0.00s 8 -8.4791 0.0033 0.00s 9 -8.4762 0.0030 0.00s 10 -8.4736 0.0026 0.00s 11 -8.4713 0.0023 0.00s 12 -8.4690 0.0023 0.00s 13 -8.4666 0.0024 0.00s 14 -8.4640 0.0025 0.00s 15 -8.4613 0.0027 0.00s 16 -8.4585 0.0029 0.00s 17 -8.4555 0.0030 0.00s 18 -8.4526 0.0030 0.00s 19 -8.4497 0.0029 0.00s 20 -8.4470 0.0027 0.00s 21 -8.4445 0.0025 0.00s 22 -8.4421 0.0023 0.00s 23 -8.4400 0.0022 0.00s 24 -8.4379 0.0021 0.00s 25 -8.4358 0.0021 0.00s 26 -8.4337 0.0021 0.00s 27 -8.4315 0.0021 0.00s 28 -8.4293 0.0022 0.00s 29 -8.4271 0.0022 0.00s 30 -8.4248 0.0023 0.00s 31 -8.4226 0.0022 0.00s 32 -8.4204 0.0022 0.00s 33 -8.4184 0.0020 0.00s 34 -8.4166 0.0018 0.00s 35 -8.4150 0.0016 0.00s 36 -8.4137 0.0013 0.00s 37 -8.4126 0.0010 0.00s 38 -8.4118 0.0008 0.00s 0 -8.4118 38it 0.01s (initial population) Initial clusters = [ 194, 41, 57, ] 1 -258.5493 Inf 0.00s 2 -8.5188 250.0304 0.00s 3 -8.4906 0.0282 0.00s 4 -8.4802 0.0104 0.00s 5 -8.4741 0.0061 0.00s 6 -8.4699 0.0042 0.00s 7 -8.4665 0.0034 0.00s 8 -8.4634 0.0032 0.00s 9 -8.4602 0.0032 0.00s 10 -8.4570 0.0032 0.00s 11 -8.4539 0.0031 0.00s 12 -8.4511 0.0028 0.00s 13 -8.4485 0.0026 0.00s 14 -8.4461 0.0024 0.00s 15 -8.4438 0.0024 0.00s 16 -8.4413 0.0024 0.00s 17 -8.4388 0.0025 0.00s 18 -8.4361 0.0027 0.00s 19 -8.4333 0.0029 0.00s 20 -8.4302 0.0030 0.00s 21 -8.4270 0.0032 0.00s 22 -8.4237 0.0033 0.00s 23 -8.4204 0.0033 0.00s 24 -8.4173 0.0031 0.00s 25 -8.4147 0.0026 0.00s 26 -8.4127 0.0019 0.00s 27 -8.4115 0.0012 0.00s 28 -8.4108 0.0007 0.00s 0 -8.4108 28it 0.01s (initial population) Initial clusters = [ 214, 153, 212, ] 1 -205.6895 Inf 0.00s 2 -8.4953 197.1942 0.00s 3 -8.4712 0.0242 0.00s 4 -8.4650 0.0061 0.00s 5 -8.4617 0.0034 0.00s 6 -8.4589 0.0027 0.00s 7 -8.4564 0.0026 0.00s 8 -8.4539 0.0025 0.00s 9 -8.4515 0.0024 0.00s 10 -8.4491 0.0024 0.00s 11 -8.4468 0.0023 0.00s 12 -8.4445 0.0023 0.00s 13 -8.4422 0.0023 0.00s 14 -8.4399 0.0023 0.00s 15 -8.4375 0.0024 0.00s 16 -8.4350 0.0025 0.00s 17 -8.4324 0.0026 0.00s 18 -8.4296 0.0028 0.00s 19 -8.4267 0.0029 0.00s 20 -8.4237 0.0030 0.00s 21 -8.4206 0.0031 0.00s 22 -8.4176 0.0030 0.00s 23 -8.4150 0.0026 0.00s 24 -8.4129 0.0021 0.00s 25 -8.4115 0.0014 0.00s 26 -8.4107 0.0008 0.00s 0 -8.4107 26it 0.00s (initial population) Initial clusters = [ 43, 206, 51, ] 1 -203.8872 Inf 0.00s 2 -8.5228 195.3645 0.00s 3 -8.4970 0.0258 0.00s 4 -8.4912 0.0058 0.00s 5 -8.4885 0.0027 0.00s 6 -8.4866 0.0019 0.00s 7 -8.4850 0.0016 0.00s 8 -8.4836 0.0014 0.00s 9 -8.4823 0.0013 0.00s 10 -8.4811 0.0012 0.00s 11 -8.4801 0.0010 0.00s 12 -8.4792 0.0009 0.00s 0 -8.4792 12it 0.00s (initial population) Initial clusters = [ 46, 250, 157, ] 1 -282.9120 Inf 0.00s 2 -8.5085 274.4035 0.00s 3 -8.4881 0.0204 0.00s 4 -8.4837 0.0044 0.00s 5 -8.4820 0.0016 0.00s 6 -8.4813 0.0008 0.00s 0 -8.4813 6it 0.00s (initial population) Initial clusters = [ 192, 105, 15, ] 1 -177.2745 Inf 0.00s 2 -8.4451 168.8294 0.00s 3 -8.4199 0.0252 0.00s 4 -8.4131 0.0068 0.00s 5 -8.4110 0.0021 0.00s 6 -8.4103 0.0007 0.00s 0 -8.4103 6it 0.00s (initial population) Initial clusters = [ 289, 197, 227, ] 1 -227.0588 Inf 0.00s 2 -8.5311 218.5277 0.00s 3 -8.5008 0.0303 0.00s 4 -8.4882 0.0125 0.00s 5 -8.4790 0.0093 0.00s 6 -8.4704 0.0086 0.00s 7 -8.4625 0.0079 0.00s 8 -8.4564 0.0061 0.00s 9 -8.4520 0.0044 0.00s 10 -8.4487 0.0033 0.00s 11 -8.4459 0.0028 0.00s 12 -8.4435 0.0024 0.00s 13 -8.4414 0.0021 0.00s 14 -8.4394 0.0020 0.00s 15 -8.4375 0.0019 0.00s 16 -8.4357 0.0018 0.00s 17 -8.4339 0.0018 0.00s 18 -8.4321 0.0018 0.00s 19 -8.4303 0.0018 0.00s 20 -8.4285 0.0018 0.00s 21 -8.4267 0.0018 0.00s 22 -8.4249 0.0018 0.00s 23 -8.4231 0.0018 0.00s 24 -8.4214 0.0017 0.00s 25 -8.4198 0.0016 0.00s 26 -8.4183 0.0015 0.00s 27 -8.4170 0.0013 0.00s 28 -8.4158 0.0012 0.00s 29 -8.4148 0.0010 0.00s 30 -8.4139 0.0009 0.00s 0 -8.4139 30it 0.01s (initial population) Initial clusters = [ 180, 54, 160, ] 1 -259.4273 Inf 0.00s 2 -8.4827 250.9446 0.00s 3 -8.4550 0.0277 0.00s 4 -8.4448 0.0102 0.00s 5 -8.4377 0.0071 0.00s 6 -8.4319 0.0058 0.00s 7 -8.4272 0.0047 0.00s 8 -8.4236 0.0037 0.00s 9 -8.4206 0.0029 0.00s 10 -8.4183 0.0024 0.00s 11 -8.4163 0.0020 0.00s 12 -8.4147 0.0016 0.00s 13 -8.4134 0.0013 0.00s 14 -8.4124 0.0010 0.00s 15 -8.4116 0.0008 0.00s 0 -8.4116 15it 0.00s (initial population) Initial clusters = [ 115, 177, 87, ] 1 -254.5957 Inf 0.00s 2 -8.5147 246.0810 0.00s 3 -8.4896 0.0251 0.00s 4 -8.4831 0.0064 0.00s 5 -8.4800 0.0032 0.00s 6 -8.4776 0.0024 0.00s 7 -8.4755 0.0021 0.00s 8 -8.4735 0.0020 0.00s 9 -8.4715 0.0020 0.00s 10 -8.4696 0.0019 0.00s 11 -8.4676 0.0020 0.00s 12 -8.4656 0.0020 0.00s 13 -8.4635 0.0021 0.00s 14 -8.4613 0.0022 0.00s 15 -8.4590 0.0023 0.00s 16 -8.4566 0.0025 0.00s 17 -8.4540 0.0026 0.00s 18 -8.4513 0.0027 0.00s 19 -8.4485 0.0028 0.00s 20 -8.4456 0.0029 0.00s 21 -8.4426 0.0030 0.00s 22 -8.4396 0.0030 0.00s 23 -8.4366 0.0030 0.00s 24 -8.4336 0.0030 0.00s 25 -8.4307 0.0029 0.00s 26 -8.4278 0.0029 0.00s 27 -8.4251 0.0027 0.00s 28 -8.4225 0.0026 0.00s 29 -8.4202 0.0023 0.00s 30 -8.4182 0.0020 0.00s 31 -8.4164 0.0017 0.00s 32 -8.4150 0.0014 0.00s 33 -8.4139 0.0011 0.00s 34 -8.4130 0.0009 0.00s 0 -8.4130 34it 0.01s (initial population) Initial clusters = [ 155, 258, 150, ] 1 -395.7570 Inf 0.00s 2 -8.4847 387.2724 0.00s 3 -8.4745 0.0102 0.00s 4 -8.4720 0.0025 0.00s 5 -8.4709 0.0011 0.00s 6 -8.4703 0.0006 0.00s 0 -8.4703 6it 0.00s (initial population) Initial clusters = [ 292, 56, 144, ] 1 -245.0082 Inf 0.00s 2 -8.4620 236.5462 0.00s 3 -8.4419 0.0201 0.00s 4 -8.4360 0.0059 0.00s 5 -8.4329 0.0031 0.00s 6 -8.4309 0.0020 0.00s 7 -8.4294 0.0015 0.00s 8 -8.4282 0.0012 0.00s 9 -8.4271 0.0011 0.00s 10 -8.4261 0.0010 0.00s 11 -8.4251 0.0010 0.00s 0 -8.4251 11it 0.00s (initial population) 1 -10.8087 Inf 0.00s 2 -8.5546 2.2541 0.00s 3 -8.5268 0.0278 0.00s 4 -8.5096 0.0171 0.00s 5 -8.4957 0.0140 0.00s 6 -8.4862 0.0095 0.00s 7 -8.4810 0.0052 0.00s 8 -8.4779 0.0031 0.00s 9 -8.4753 0.0026 0.00s 10 -8.4726 0.0027 0.00s 11 -8.4696 0.0030 0.00s 12 -8.4662 0.0034 0.00s 13 -8.4623 0.0039 0.00s 14 -8.4579 0.0044 0.00s 15 -8.4529 0.0050 0.00s 16 -8.4475 0.0054 0.00s 17 -8.4419 0.0056 0.00s 18 -8.4364 0.0055 0.00s 19 -8.4312 0.0051 0.00s 20 -8.4267 0.0045 0.00s 21 -8.4229 0.0038 0.00s 22 -8.4198 0.0031 0.00s 23 -8.4172 0.0025 0.00s 24 -8.4153 0.0019 0.00s 25 -8.4139 0.0014 0.00s 26 -8.4128 0.0010 0.00s 27 -8.4121 0.0008 0.00s 1 0 -8.4121 27it 0.01s 1 -8.5323 Inf 0.00s 2 -8.4152 0.1170 0.00s 3 -8.4131 0.0021 0.00s 4 -8.4121 0.0010 0.00s 2 0 -8.4121 4it 0.00s 1 -10.0734 Inf 0.00s 2 -8.5067 1.5667 0.00s 3 -8.4869 0.0198 0.00s 4 -8.4744 0.0125 0.00s 5 -8.4668 0.0077 0.00s 6 -8.4613 0.0054 0.00s 7 -8.4566 0.0048 0.00s 8 -8.4518 0.0048 0.00s 9 -8.4468 0.0050 0.00s 10 -8.4416 0.0052 0.00s 11 -8.4365 0.0051 0.00s 12 -8.4316 0.0049 0.00s 13 -8.4269 0.0046 0.00s 14 -8.4227 0.0043 0.00s 15 -8.4188 0.0038 0.00s 16 -8.4156 0.0032 0.00s 17 -8.4132 0.0024 0.00s 18 -8.4115 0.0016 0.00s 19 -8.4106 0.0009 0.00s 3 1 -8.4106 19it 0.00s 1 -10.3120 Inf 0.00s 2 -8.5585 1.7535 0.00s 3 -8.5416 0.0170 0.00s 4 -8.5329 0.0087 0.00s 5 -8.5235 0.0094 0.00s 6 -8.5137 0.0099 0.00s 7 -8.5056 0.0081 0.00s 8 -8.5001 0.0055 0.00s 9 -8.4964 0.0037 0.00s 10 -8.4934 0.0029 0.00s 11 -8.4908 0.0027 0.00s 12 -8.4880 0.0027 0.00s 13 -8.4851 0.0029 0.00s 14 -8.4817 0.0034 0.00s 15 -8.4776 0.0041 0.00s 16 -8.4723 0.0052 0.00s 17 -8.4656 0.0067 0.00s 18 -8.4572 0.0085 0.00s 19 -8.4471 0.0101 0.00s 20 -8.4365 0.0106 0.00s 21 -8.4270 0.0095 0.00s 22 -8.4201 0.0069 0.00s 23 -8.4158 0.0043 0.00s 24 -8.4133 0.0024 0.00s 25 -8.4120 0.0014 0.00s 26 -8.4112 0.0008 0.00s 4 2 -8.4112 26it 0.01s 1 -8.7649 Inf 0.00s 2 -8.4203 0.3445 0.00s 3 -8.4156 0.0047 0.00s 4 -8.4133 0.0023 0.00s 5 -8.4120 0.0013 0.00s 6 -8.4112 0.0008 0.00s 5 3 -8.4112 6it 0.00s 1 -8.7835 Inf 0.00s 2 -8.4881 0.2954 0.00s 3 -8.4819 0.0061 0.00s 4 -8.4771 0.0048 0.00s 5 -8.4733 0.0038 0.00s 6 -8.4707 0.0026 0.00s 7 -8.4691 0.0016 0.00s 8 -8.4681 0.0010 0.00s 9 -8.4673 0.0008 0.00s 6 4 -8.4673 9it 0.00s 1 -9.8708 Inf 0.00s 2 -8.4828 1.3880 0.00s 3 -8.4650 0.0178 0.00s 4 -8.4538 0.0113 0.00s 5 -8.4441 0.0097 0.00s 6 -8.4355 0.0086 0.00s 7 -8.4293 0.0062 0.00s 8 -8.4256 0.0037 0.00s 9 -8.4234 0.0022 0.00s 10 -8.4218 0.0016 0.00s 11 -8.4203 0.0014 0.00s 12 -8.4190 0.0014 0.00s 13 -8.4176 0.0013 0.00s 14 -8.4164 0.0012 0.00s 15 -8.4152 0.0012 0.00s 16 -8.4142 0.0010 0.00s 17 -8.4133 0.0009 0.00s 7 5 -8.4133 17it 0.00s 1 -8.5512 Inf 0.00s 2 -8.4200 0.1312 0.00s 3 -8.4134 0.0066 0.00s 4 -8.4112 0.0022 0.00s 5 -8.4104 0.0008 0.00s 8 6 -8.4104 5it 0.00s 1 -8.5963 Inf 0.00s 2 -8.4181 0.1781 0.00s 3 -8.4145 0.0037 0.00s 4 -8.4129 0.0016 0.00s 5 -8.4119 0.0010 0.00s 6 -8.4112 0.0007 0.00s 9 7 -8.4112 6it 0.00s 1 -8.7699 Inf 0.00s 2 -8.4257 0.3442 0.00s 3 -8.4187 0.0070 0.00s 4 -8.4151 0.0036 0.00s 5 -8.4130 0.0021 0.00s 6 -8.4118 0.0012 0.00s 7 -8.4110 0.0007 0.00s 10 8 -8.4110 7it 0.00s 1 -9.1521 Inf 0.00s 2 -8.4740 0.6781 0.00s 3 -8.4583 0.0156 0.00s 4 -8.4485 0.0098 0.00s 5 -8.4411 0.0074 0.00s 6 -8.4354 0.0056 0.00s 7 -8.4308 0.0046 0.00s 8 -8.4267 0.0041 0.00s 9 -8.4230 0.0037 0.00s 10 -8.4198 0.0032 0.00s 11 -8.4172 0.0026 0.00s 12 -8.4151 0.0020 0.00s 13 -8.4136 0.0015 0.00s 14 -8.4125 0.0011 0.00s 15 -8.4118 0.0008 0.00s 11 9 -8.4118 15it 0.00s 1 -8.5090 Inf 0.00s 2 -8.4173 0.0918 0.00s 3 -8.4138 0.0034 0.00s 4 -8.4119 0.0019 0.00s 5 -8.4109 0.0010 0.00s 6 -8.4104 0.0005 0.00s 12 10 -8.4104 6it 0.00s 1 -9.5751 Inf 0.00s 2 -8.4958 1.0793 0.00s 3 -8.4902 0.0057 0.00s 4 -8.4888 0.0014 0.00s 5 -8.4880 0.0007 0.00s 13 11 -8.4880 5it 0.00s 1 -8.5176 Inf 0.00s 2 -8.4128 0.1048 0.00s 3 -8.4109 0.0019 0.00s 4 -8.4103 0.0006 0.00s 14 12 -8.4103 4it 0.00s 1 -10.0382 Inf 0.00s 2 -8.4921 1.5462 0.00s 3 -8.4680 0.0241 0.00s 4 -8.4545 0.0135 0.00s 5 -8.4465 0.0080 0.00s 6 -8.4408 0.0057 0.00s 7 -8.4360 0.0048 0.00s 8 -8.4318 0.0042 0.00s 9 -8.4281 0.0037 0.00s 10 -8.4249 0.0032 0.00s 11 -8.4222 0.0028 0.00s 12 -8.4197 0.0024 0.00s 13 -8.4176 0.0021 0.00s 14 -8.4158 0.0018 0.00s 15 -8.4143 0.0015 0.00s 16 -8.4131 0.0012 0.00s 17 -8.4121 0.0009 0.00s 15 13 -8.4121 17it 0.00s 1 -8.5000 Inf 0.00s 2 -8.4110 0.0891 0.00s 3 -8.4104 0.0005 0.00s 16 14 -8.4104 3it 0.00s 1 -8.8367 Inf 0.00s 2 -8.4352 0.4015 0.00s 3 -8.4277 0.0075 0.00s 4 -8.4230 0.0047 0.00s 5 -8.4192 0.0038 0.00s 6 -8.4160 0.0032 0.00s 7 -8.4135 0.0025 0.00s 8 -8.4117 0.0017 0.00s 9 -8.4107 0.0010 0.00s 10 -8.4102 0.0005 0.00s 17 15 -8.4102 10it 0.00s 1 -8.5569 Inf 0.00s 2 -8.4170 0.1399 0.00s 3 -8.4142 0.0028 0.00s 4 -8.4130 0.0012 0.00s 5 -8.4122 0.0008 0.00s 18 0 -8.4122 5it 0.00s 1 -10.1013 Inf 0.00s 2 -8.5390 1.5623 0.00s 3 -8.5227 0.0163 0.00s 4 -8.5114 0.0113 0.00s 5 -8.4989 0.0125 0.00s 6 -8.4836 0.0153 0.00s 7 -8.4668 0.0168 0.00s 8 -8.4519 0.0148 0.00s 9 -8.4408 0.0111 0.00s 10 -8.4324 0.0084 0.00s 11 -8.4257 0.0066 0.00s 12 -8.4206 0.0051 0.00s 13 -8.4169 0.0037 0.00s 14 -8.4144 0.0025 0.00s 15 -8.4129 0.0016 0.00s 16 -8.4119 0.0010 0.00s 19 1 -8.4119 16it 0.00s 1 -8.5105 Inf 0.00s 2 -8.4155 0.0950 0.00s 3 -8.4120 0.0035 0.00s 4 -8.4109 0.0011 0.00s 5 -8.4104 0.0005 0.00s 20 2 -8.4104 5it 0.00s 1 -8.4995 Inf 0.00s 2 -8.4193 0.0802 0.00s 3 -8.4128 0.0065 0.00s 4 -8.4112 0.0017 0.00s 5 -8.4106 0.0005 0.00s 21 3 -8.4106 5it 0.00s 1 -8.5452 Inf 0.00s 2 -8.4178 0.1275 0.00s 3 -8.4133 0.0044 0.00s 4 -8.4118 0.0015 0.00s 5 -8.4111 0.0007 0.00s 22 4 -8.4111 5it 0.00s 1 -10.7991 Inf 0.02s 2 -8.5696 2.2295 0.00s 3 -8.5485 0.0211 0.00s 4 -8.5412 0.0073 0.00s 5 -8.5366 0.0047 0.00s 6 -8.5318 0.0048 0.00s 7 -8.5257 0.0061 0.00s 8 -8.5174 0.0083 0.00s 9 -8.5068 0.0106 0.00s 10 -8.4954 0.0113 0.00s 11 -8.4863 0.0092 0.00s 12 -8.4804 0.0058 0.00s 13 -8.4769 0.0036 0.00s 14 -8.4745 0.0024 0.00s 15 -8.4726 0.0019 0.00s 16 -8.4708 0.0017 0.00s 17 -8.4690 0.0018 0.00s 18 -8.4670 0.0020 0.00s 19 -8.4648 0.0023 0.00s 20 -8.4622 0.0025 0.00s 21 -8.4594 0.0028 0.00s 22 -8.4563 0.0031 0.00s 23 -8.4530 0.0033 0.00s 24 -8.4496 0.0034 0.00s 25 -8.4461 0.0035 0.00s 26 -8.4426 0.0035 0.00s 27 -8.4391 0.0035 0.00s 28 -8.4356 0.0034 0.00s 29 -8.4323 0.0033 0.00s 30 -8.4291 0.0032 0.00s 31 -8.4261 0.0030 0.00s 32 -8.4233 0.0028 0.00s 33 -8.4207 0.0026 0.00s 34 -8.4185 0.0022 0.00s 35 -8.4166 0.0019 0.00s 36 -8.4150 0.0015 0.00s 37 -8.4138 0.0012 0.00s 38 -8.4129 0.0009 0.00s 23 5 -8.4129 38it 0.03s 1 -9.4316 Inf 0.00s 2 -8.4902 0.9414 0.00s 3 -8.4843 0.0059 0.00s 4 -8.4789 0.0053 0.00s 5 -8.4728 0.0061 0.00s 6 -8.4668 0.0060 0.00s 7 -8.4622 0.0046 0.00s 8 -8.4593 0.0029 0.00s 9 -8.4574 0.0019 0.00s 10 -8.4560 0.0014 0.00s 11 -8.4547 0.0013 0.00s 12 -8.4533 0.0013 0.00s 13 -8.4519 0.0014 0.00s 14 -8.4503 0.0016 0.00s 15 -8.4486 0.0017 0.00s 16 -8.4467 0.0019 0.00s 17 -8.4446 0.0021 0.00s 18 -8.4424 0.0023 0.00s 19 -8.4399 0.0024 0.00s 20 -8.4374 0.0026 0.00s 21 -8.4348 0.0026 0.00s 22 -8.4323 0.0025 0.00s 23 -8.4301 0.0023 0.00s 24 -8.4281 0.0019 0.00s 25 -8.4266 0.0016 0.00s 26 -8.4253 0.0013 0.00s 27 -8.4242 0.0011 0.00s 28 -8.4231 0.0010 0.00s 29 -8.4221 0.0010 0.00s 30 -8.4211 0.0011 0.00s 31 -8.4200 0.0011 0.00s 32 -8.4188 0.0011 0.00s 33 -8.4177 0.0011 0.00s 34 -8.4166 0.0011 0.00s 35 -8.4155 0.0011 0.00s 36 -8.4144 0.0010 0.00s 37 -8.4135 0.0009 0.00s 24 6 -8.4135 37it 0.01s 1 -9.8126 Inf 0.00s 2 -8.4944 1.3182 0.00s 3 -8.4861 0.0083 0.00s 4 -8.4816 0.0045 0.00s 5 -8.4784 0.0033 0.00s 6 -8.4758 0.0026 0.00s 7 -8.4736 0.0022 0.00s 8 -8.4718 0.0018 0.00s 9 -8.4703 0.0015 0.00s 10 -8.4689 0.0013 0.00s 11 -8.4677 0.0012 0.00s 12 -8.4666 0.0011 0.00s 13 -8.4654 0.0011 0.00s 14 -8.4644 0.0011 0.00s 15 -8.4633 0.0011 0.00s 16 -8.4622 0.0011 0.00s 17 -8.4611 0.0011 0.00s 18 -8.4600 0.0011 0.00s 19 -8.4589 0.0011 0.00s 20 -8.4577 0.0012 0.00s 21 -8.4565 0.0012 0.00s 22 -8.4553 0.0013 0.00s 23 -8.4539 0.0013 0.00s 24 -8.4525 0.0014 0.00s 25 -8.4510 0.0015 0.00s 26 -8.4494 0.0016 0.00s 27 -8.4476 0.0018 0.00s 28 -8.4456 0.0020 0.00s 29 -8.4435 0.0021 0.00s 30 -8.4411 0.0024 0.00s 31 -8.4385 0.0026 0.00s 32 -8.4357 0.0028 0.00s 33 -8.4327 0.0031 0.00s 34 -8.4294 0.0033 0.00s 35 -8.4259 0.0034 0.00s 36 -8.4225 0.0035 0.00s 37 -8.4192 0.0033 0.00s 38 -8.4164 0.0028 0.00s 39 -8.4143 0.0021 0.00s 40 -8.4128 0.0015 0.00s 41 -8.4118 0.0010 0.00s 25 7 -8.4118 41it 0.01s 1 -9.3946 Inf 0.00s 2 -8.4892 0.9054 0.00s 3 -8.4828 0.0064 0.00s 4 -8.4766 0.0062 0.00s 5 -8.4699 0.0067 0.00s 6 -8.4639 0.0060 0.00s 7 -8.4598 0.0041 0.00s 8 -8.4572 0.0026 0.00s 9 -8.4553 0.0018 0.00s 10 -8.4537 0.0016 0.00s 11 -8.4521 0.0016 0.00s 12 -8.4504 0.0017 0.00s 13 -8.4487 0.0018 0.00s 14 -8.4467 0.0019 0.00s 15 -8.4446 0.0021 0.00s 16 -8.4423 0.0023 0.00s 17 -8.4399 0.0024 0.00s 18 -8.4373 0.0026 0.00s 19 -8.4347 0.0026 0.00s 20 -8.4322 0.0025 0.00s 21 -8.4299 0.0023 0.00s 22 -8.4280 0.0019 0.00s 23 -8.4264 0.0016 0.00s 24 -8.4251 0.0013 0.00s 25 -8.4239 0.0011 0.00s 26 -8.4229 0.0011 0.00s 27 -8.4218 0.0011 0.00s 28 -8.4207 0.0011 0.00s 29 -8.4196 0.0011 0.00s 30 -8.4185 0.0011 0.00s 31 -8.4173 0.0011 0.00s 32 -8.4162 0.0011 0.00s 33 -8.4151 0.0011 0.00s 34 -8.4141 0.0010 0.00s 26 8 -8.4141 34it 0.01s 1 -8.4653 Inf 0.00s 2 -8.4141 0.0511 0.00s 3 -8.4115 0.0027 0.00s 4 -8.4107 0.0008 0.00s 27 9 -8.4107 4it 0.00s 1 -8.5298 Inf 0.00s 2 -8.4174 0.1125 0.00s 3 -8.4138 0.0035 0.00s 4 -8.4123 0.0016 0.00s 5 -8.4114 0.0009 0.00s 28 10 -8.4114 5it 0.00s 1 -10.1661 Inf 0.00s 2 -8.5089 1.6572 0.00s 3 -8.4897 0.0192 0.00s 4 -8.4717 0.0180 0.00s 5 -8.4545 0.0172 0.00s 6 -8.4411 0.0135 0.00s 7 -8.4321 0.0090 0.00s 8 -8.4262 0.0059 0.00s 9 -8.4221 0.0042 0.00s 10 -8.4188 0.0032 0.00s 11 -8.4163 0.0026 0.00s 12 -8.4143 0.0020 0.00s 13 -8.4128 0.0015 0.00s 14 -8.4118 0.0010 0.00s 15 -8.4111 0.0007 0.00s 29 11 -8.4111 15it 0.00s 1 -8.8176 Inf 0.00s 2 -8.4382 0.3795 0.00s 3 -8.4299 0.0083 0.00s 4 -8.4251 0.0047 0.00s 5 -8.4213 0.0038 0.00s 6 -8.4179 0.0034 0.00s 7 -8.4150 0.0029 0.00s 8 -8.4128 0.0022 0.00s 9 -8.4113 0.0015 0.00s 10 -8.4105 0.0008 0.00s 30 12 -8.4105 10it 0.00s Initial clusters = [ 84, 179, 117, ] 1 -186.6016 Inf 3.97s 2 -8.4895 178.1121 0.00s 3 -8.4742 0.0153 0.00s 4 -8.4718 0.0024 0.00s 5 -8.4707 0.0010 0.00s 6 -8.4700 0.0008 0.00s Initial clusters = [ 84, 179, 117, ] 1 -186.6016 Inf 0.00s 2 -8.4895 178.1121 0.00s 3 -8.4742 0.0153 0.00s 4 -8.4718 0.0024 0.00s 5 -8.4707 0.0010 0.00s 6 -8.4700 0.0008 0.00s Initial clusters = [ 142, 233, 161, ] 1 -244.9465 Inf 0.00s 2 -8.5008 236.4458 0.00s 3 -8.4779 0.0229 0.00s 4 -8.4716 0.0063 0.00s 5 -8.4681 0.0035 0.00s 6 -8.4654 0.0027 0.00s 7 -8.4629 0.0025 0.00s 8 -8.4604 0.0025 0.00s 9 -8.4578 0.0026 0.00s 10 -8.4551 0.0027 0.00s 11 -8.4523 0.0028 0.00s 12 -8.4494 0.0029 0.00s 13 -8.4464 0.0030 0.00s 14 -8.4434 0.0030 0.00s 15 -8.4404 0.0030 0.00s 16 -8.4375 0.0030 0.00s 17 -8.4346 0.0029 0.00s 18 -8.4318 0.0028 0.00s 19 -8.4292 0.0026 0.00s 20 -8.4267 0.0025 0.00s 21 -8.4244 0.0023 0.00s 22 -8.4224 0.0020 0.00s 23 -8.4206 0.0018 0.00s 24 -8.4190 0.0016 0.00s 25 -8.4177 0.0013 0.00s 26 -8.4166 0.0011 0.00s 27 -8.4157 0.0009 0.00s Initial clusters = [ 281, 115, 274, ] 1 -229.8358 Inf 0.00s 2 -8.4888 221.3471 0.00s 3 -8.4633 0.0255 0.00s 4 -8.4483 0.0150 0.00s 5 -8.4355 0.0128 0.00s 6 -8.4260 0.0095 0.00s 7 -8.4203 0.0057 0.00s 8 -8.4171 0.0032 0.00s 9 -8.4153 0.0018 0.00s 10 -8.4142 0.0011 0.00s 11 -8.4135 0.0007 0.00s Initial clusters = [ 49, 253, 81, ] 1 -252.1644 Inf 0.00s 2 -8.4926 243.6718 0.00s 3 -8.4816 0.0110 0.00s 4 -8.4794 0.0022 0.00s 5 -8.4786 0.0008 0.00s Initial clusters = [ 277, 45, 80, ] 1 -207.2153 Inf 0.00s 2 -8.4930 198.7223 0.00s 3 -8.4856 0.0074 0.00s 4 -8.4848 0.0008 0.00s Initial clusters = [ 157, 83, 235, ] 1 -184.0531 Inf 0.00s 2 -8.4740 175.5791 0.00s 3 -8.4495 0.0245 0.00s 4 -8.4384 0.0112 0.00s 5 -8.4302 0.0082 0.00s 6 -8.4240 0.0062 0.00s 7 -8.4194 0.0045 0.00s 8 -8.4163 0.0031 0.00s 9 -8.4143 0.0020 0.00s 10 -8.4131 0.0012 0.00s 11 -8.4124 0.0007 0.00s Initial clusters = [ 264, 26, 68, ] 1 -210.9969 Inf 0.00s 2 -8.5153 202.4816 0.00s 3 -8.4923 0.0230 0.00s 4 -8.4878 0.0045 0.00s 5 -8.4858 0.0020 0.00s 6 -8.4842 0.0016 0.00s 7 -8.4826 0.0016 0.00s 8 -8.4810 0.0016 0.00s 9 -8.4795 0.0016 0.00s 10 -8.4779 0.0016 0.00s 11 -8.4764 0.0015 0.00s 12 -8.4750 0.0014 0.00s 13 -8.4738 0.0012 0.00s 14 -8.4728 0.0010 0.00s 15 -8.4719 0.0009 0.00s Initial clusters = [ 59, 123, 233, ] 1 -240.3711 Inf 0.00s 2 -8.5001 231.8710 0.00s 3 -8.4836 0.0165 0.00s 4 -8.4800 0.0036 0.00s 5 -8.4788 0.0012 0.00s 6 -8.4783 0.0005 0.00s Initial clusters = [ 289, 215, 4, ] 1 -232.5155 Inf 0.00s 2 -8.5182 223.9973 0.00s 3 -8.4994 0.0188 0.00s 4 -8.4931 0.0063 0.00s 5 -8.4895 0.0036 0.00s 6 -8.4872 0.0023 0.00s 7 -8.4856 0.0016 0.00s 8 -8.4846 0.0011 0.00s 9 -8.4838 0.0008 0.00s Initial clusters = [ 269, 65, 262, ] 1 -130.7393 Inf 0.00s 2 -8.4498 122.2895 0.00s 3 -8.4340 0.0158 0.00s 4 -8.4287 0.0053 0.00s 5 -8.4247 0.0040 0.00s 6 -8.4211 0.0037 0.00s 7 -8.4178 0.0033 0.00s 8 -8.4151 0.0027 0.00s 9 -8.4132 0.0019 0.00s 10 -8.4121 0.0011 0.00s 11 -8.4116 0.0005 0.00s Initial clusters = [ 285, 39, 163, ] 1 -172.4556 Inf 0.00s 2 -8.4555 164.0002 0.00s 3 -8.4443 0.0112 0.00s 4 -8.4414 0.0029 0.00s 5 -8.4391 0.0023 0.00s 6 -8.4366 0.0025 0.00s 7 -8.4339 0.0027 0.00s 8 -8.4312 0.0028 0.00s 9 -8.4284 0.0028 0.00s 10 -8.4257 0.0027 0.00s 11 -8.4232 0.0025 0.00s 12 -8.4209 0.0023 0.00s 13 -8.4189 0.0020 0.00s 14 -8.4173 0.0017 0.00s 15 -8.4159 0.0014 0.00s 16 -8.4148 0.0011 0.00s 17 -8.4140 0.0008 0.00s Initial clusters = [ 99, 103, 220, ] 1 -221.7635 Inf 0.00s 2 -8.5118 213.2517 0.00s 3 -8.4902 0.0216 0.00s 4 -8.4838 0.0063 0.00s 5 -8.4808 0.0030 0.00s 6 -8.4789 0.0019 0.00s 7 -8.4776 0.0014 0.00s 8 -8.4764 0.0011 0.00s 9 -8.4754 0.0010 0.00s 10 -8.4745 0.0010 0.00s Initial clusters = [ 106, 255, 147, ] 1 -203.5911 Inf 0.00s 2 -8.4698 195.1213 0.00s 3 -8.4537 0.0161 0.00s 4 -8.4493 0.0044 0.00s 5 -8.4460 0.0033 0.00s 6 -8.4429 0.0032 0.00s 7 -8.4396 0.0033 0.00s 8 -8.4363 0.0033 0.00s 9 -8.4332 0.0031 0.00s 10 -8.4304 0.0028 0.00s 11 -8.4281 0.0023 0.00s 12 -8.4262 0.0019 0.00s 13 -8.4246 0.0016 0.00s 14 -8.4232 0.0014 0.00s 15 -8.4219 0.0013 0.00s 16 -8.4207 0.0012 0.00s 17 -8.4196 0.0011 0.00s 18 -8.4185 0.0011 0.00s 19 -8.4174 0.0010 0.00s 20 -8.4165 0.0010 0.00s Initial clusters = [ 184, 91, 1, ] 1 -192.8661 Inf 0.00s 2 -8.5050 184.3612 0.00s 3 -8.4839 0.0211 0.00s 4 -8.4781 0.0058 0.00s 5 -8.4754 0.0027 0.00s 6 -8.4737 0.0017 0.00s 7 -8.4723 0.0014 0.01s 8 -8.4709 0.0013 0.00s 9 -8.4696 0.0014 0.00s 10 -8.4681 0.0015 0.00s 11 -8.4664 0.0016 0.00s 12 -8.4646 0.0018 0.00s 13 -8.4626 0.0020 0.00s 14 -8.4604 0.0022 0.00s 15 -8.4581 0.0024 0.00s 16 -8.4555 0.0026 0.00s 17 -8.4527 0.0028 0.00s 18 -8.4497 0.0030 0.00s 19 -8.4465 0.0032 0.00s 20 -8.4430 0.0035 0.00s 21 -8.4393 0.0037 0.00s 22 -8.4354 0.0039 0.00s 23 -8.4313 0.0041 0.00s 24 -8.4272 0.0041 0.00s 25 -8.4232 0.0040 0.00s 26 -8.4195 0.0037 0.00s 27 -8.4165 0.0030 0.00s 28 -8.4143 0.0022 0.00s 29 -8.4130 0.0013 0.00s 30 -8.4123 0.0007 0.00s Initial clusters = [ 290, 7, 217, ] 1 -207.0253 Inf 0.00s 2 -8.5048 198.5205 0.00s 3 -8.4841 0.0207 0.00s 4 -8.4813 0.0028 0.00s 5 -8.4806 0.0007 0.00s Initial clusters = [ 249, 93, 149, ] 1 -334.1405 Inf 0.00s 2 -8.5070 325.6336 0.00s 3 -8.4969 0.0101 0.00s 4 -8.4948 0.0021 0.00s 5 -8.4936 0.0012 0.00s 6 -8.4920 0.0016 0.00s 7 -8.4895 0.0025 0.00s 8 -8.4857 0.0038 0.00s 9 -8.4809 0.0048 0.00s 10 -8.4764 0.0045 0.00s 11 -8.4734 0.0030 0.00s 12 -8.4713 0.0020 0.00s 13 -8.4697 0.0017 0.00s 14 -8.4681 0.0016 0.00s 15 -8.4666 0.0015 0.00s 16 -8.4650 0.0016 0.00s 17 -8.4634 0.0016 0.00s 18 -8.4616 0.0017 0.00s 19 -8.4598 0.0019 0.00s 20 -8.4578 0.0020 0.00s 21 -8.4556 0.0022 0.00s 22 -8.4532 0.0024 0.00s 23 -8.4505 0.0027 0.00s 24 -8.4475 0.0029 0.00s 25 -8.4444 0.0032 0.00s 26 -8.4410 0.0034 0.00s 27 -8.4375 0.0035 0.00s 28 -8.4339 0.0035 0.00s 29 -8.4305 0.0034 0.00s 30 -8.4273 0.0032 0.00s 31 -8.4243 0.0029 0.00s 32 -8.4218 0.0025 0.00s 33 -8.4197 0.0021 0.00s 34 -8.4179 0.0017 0.00s 35 -8.4166 0.0014 0.00s 36 -8.4155 0.0011 0.00s 37 -8.4147 0.0008 0.00s Initial clusters = [ 71, 35, 27, ] 1 -186.9679 Inf 0.00s 2 -8.5037 178.4642 0.00s 3 -8.4842 0.0195 0.00s 4 -8.4805 0.0038 0.00s 5 -8.4789 0.0016 0.00s 6 -8.4778 0.0011 0.00s 7 -8.4770 0.0008 0.00s Initial clusters = [ 291, 131, 260, ] 1 -239.2134 Inf 0.00s 2 -8.5363 230.6771 0.00s 3 -8.5006 0.0357 0.00s 4 -8.4928 0.0078 0.00s 5 -8.4900 0.0028 0.00s 6 -8.4884 0.0016 0.00s 7 -8.4871 0.0013 0.00s 8 -8.4859 0.0012 0.00s 9 -8.4849 0.0011 0.00s 10 -8.4838 0.0010 0.00s 11 -8.4829 0.0009 0.00s Initial clusters = [ 66, 106, 73, ] 1 -227.9357 Inf 0.00s 2 -8.4678 219.4679 0.00s 3 -8.4550 0.0128 0.00s 4 -8.4501 0.0049 0.00s 5 -8.4472 0.0028 0.00s 6 -8.4454 0.0018 0.00s 7 -8.4442 0.0012 0.00s 8 -8.4433 0.0009 0.00s Initial clusters = [ 153, 276, 20, ] 1 -242.7830 Inf 0.00s 2 -8.4501 234.3329 0.00s 3 -8.4342 0.0159 0.00s 4 -8.4300 0.0042 0.00s 5 -8.4273 0.0027 0.00s 6 -8.4250 0.0023 0.00s 7 -8.4230 0.0020 0.00s 8 -8.4212 0.0018 0.00s 9 -8.4196 0.0016 0.00s 10 -8.4183 0.0014 0.00s 11 -8.4171 0.0012 0.00s 12 -8.4161 0.0010 0.00s Initial clusters = [ 110, 242, 27, ] 1 -272.0511 Inf 0.00s 2 -8.5350 263.5161 0.00s 3 -8.5110 0.0240 0.00s 4 -8.5045 0.0065 0.00s 5 -8.5009 0.0036 0.00s 6 -8.4981 0.0028 0.00s 7 -8.4958 0.0024 0.00s 8 -8.4937 0.0021 0.00s 9 -8.4918 0.0019 0.00s 10 -8.4902 0.0016 0.00s 11 -8.4888 0.0014 0.00s 12 -8.4875 0.0012 0.00s 13 -8.4864 0.0011 0.00s 14 -8.4853 0.0011 0.00s 15 -8.4843 0.0010 0.00s 16 -8.4832 0.0010 0.00s 17 -8.4822 0.0010 0.00s 18 -8.4811 0.0011 0.00s 19 -8.4800 0.0011 0.00s 20 -8.4789 0.0011 0.00s 21 -8.4777 0.0012 0.00s 22 -8.4764 0.0013 0.01s 23 -8.4750 0.0014 0.00s 24 -8.4734 0.0016 0.00s 25 -8.4716 0.0018 0.00s 26 -8.4696 0.0020 0.00s 27 -8.4673 0.0023 0.00s 28 -8.4647 0.0026 0.00s 29 -8.4619 0.0028 0.00s 30 -8.4589 0.0030 0.00s 31 -8.4557 0.0032 0.00s 32 -8.4524 0.0033 0.00s 33 -8.4491 0.0033 0.00s 34 -8.4457 0.0034 0.00s 35 -8.4421 0.0036 0.00s 36 -8.4384 0.0037 0.00s 37 -8.4345 0.0039 0.00s 38 -8.4305 0.0040 0.00s 39 -8.4265 0.0040 0.00s 40 -8.4228 0.0037 0.00s 41 -8.4196 0.0032 0.00s 42 -8.4171 0.0025 0.00s 43 -8.4152 0.0018 0.00s 44 -8.4140 0.0012 0.00s 45 -8.4132 0.0008 0.00s Initial clusters = [ 198, 138, 116, ] 1 -254.7316 Inf 0.00s 2 -8.5268 246.2048 0.00s 3 -8.5118 0.0150 0.00s 4 -8.5083 0.0035 0.00s 5 -8.5067 0.0016 0.00s 6 -8.5057 0.0010 0.00s Initial clusters = [ 92, 192, 4, ] 1 -449.1748 Inf 0.00s 2 -8.4966 440.6782 0.00s 3 -8.4787 0.0179 0.00s 4 -8.4728 0.0059 0.00s 5 -8.4679 0.0049 0.00s 6 -8.4624 0.0055 0.00s 7 -8.4562 0.0062 0.00s 8 -8.4496 0.0066 0.00s 9 -8.4430 0.0066 0.00s 10 -8.4368 0.0063 0.00s 11 -8.4312 0.0056 0.00s 12 -8.4266 0.0046 0.00s 13 -8.4232 0.0034 0.00s 14 -8.4209 0.0023 0.00s 15 -8.4193 0.0016 0.00s 16 -8.4181 0.0012 0.00s 17 -8.4171 0.0010 0.00s 18 -8.4162 0.0009 0.00s Initial clusters = [ 48, 56, 57, ] 1 -311.6785 Inf 0.00s 2 -8.4970 303.1814 0.00s 3 -8.4857 0.0113 0.00s 4 -8.4839 0.0018 0.00s 5 -8.4832 0.0007 0.00s Initial clusters = [ 75, 17, 163, ] 1 -322.8578 Inf 0.00s 2 -8.5282 314.3296 0.00s 3 -8.5040 0.0242 0.00s 4 -8.4968 0.0072 0.00s 5 -8.4927 0.0041 0.00s 6 -8.4894 0.0033 0.00s 7 -8.4863 0.0031 0.00s 8 -8.4833 0.0031 0.00s 9 -8.4800 0.0032 0.00s 10 -8.4766 0.0035 0.00s 11 -8.4728 0.0038 0.00s 12 -8.4686 0.0041 0.00s 13 -8.4640 0.0046 0.00s 14 -8.4589 0.0051 0.00s 15 -8.4534 0.0056 0.00s 16 -8.4474 0.0059 0.00s 17 -8.4414 0.0061 0.00s 18 -8.4355 0.0059 0.00s 19 -8.4299 0.0055 0.00s 20 -8.4249 0.0050 0.00s 21 -8.4205 0.0044 0.00s 22 -8.4169 0.0036 0.00s 23 -8.4142 0.0026 0.00s 24 -8.4127 0.0016 0.00s 25 -8.4119 0.0008 0.00s Initial clusters = [ 246, 116, 15, ] 1 -206.2222 Inf 0.00s 2 -8.5101 197.7121 0.00s 3 -8.4890 0.0211 0.00s 4 -8.4807 0.0083 0.00s 5 -8.4747 0.0060 0.00s 6 -8.4695 0.0052 0.00s 7 -8.4645 0.0050 0.00s 8 -8.4597 0.0048 0.00s 9 -8.4550 0.0047 0.00s 10 -8.4503 0.0046 0.00s 11 -8.4458 0.0045 0.00s 12 -8.4414 0.0044 0.00s 13 -8.4372 0.0042 0.00s 14 -8.4332 0.0040 0.00s 15 -8.4295 0.0038 0.00s 16 -8.4260 0.0035 0.00s 17 -8.4229 0.0031 0.00s 18 -8.4201 0.0027 0.00s 19 -8.4178 0.0023 0.00s 20 -8.4160 0.0019 0.00s 21 -8.4145 0.0015 0.00s 22 -8.4134 0.0011 0.00s 23 -8.4126 0.0008 0.00s Initial clusters = [ 225, 287, 203, ] 1 -223.2711 Inf 0.00s 2 -8.4301 214.8410 0.00s 3 -8.4177 0.0125 0.00s 4 -8.4150 0.0026 0.00s 5 -8.4137 0.0013 0.00s 6 -8.4129 0.0008 0.00s Initial clusters = [ 295, 242, 265, ] 1 -350.1859 Inf 0.00s 2 -8.5032 341.6828 0.00s 3 -8.4914 0.0118 0.00s 4 -8.4891 0.0023 0.00s 5 -8.4878 0.0012 0.00s 6 -8.4868 0.0010 0.00s 7 -8.4858 0.0010 0.00s Initial clusters = [ 97, 252, 178, ] 1 -183.0558 Inf 0.00s 2 -8.4737 174.5821 0.00s 3 -8.4513 0.0224 0.00s 4 -8.4433 0.0080 0.00s 5 -8.4375 0.0059 0.00s 6 -8.4323 0.0051 0.00s 7 -8.4279 0.0044 0.00s 8 -8.4244 0.0035 0.00s 9 -8.4216 0.0028 0.00s 10 -8.4194 0.0022 0.00s 11 -8.4176 0.0018 0.00s 12 -8.4161 0.0014 0.00s 13 -8.4150 0.0012 0.00s 14 -8.4141 0.0009 0.00s Initial clusters = [ 91, 147, 275, ] 1 -285.8723 Inf 0.00s 2 -8.5019 277.3704 0.00s 3 -8.4731 0.0287 0.00s 4 -8.4643 0.0088 0.00s 5 -8.4593 0.0050 0.00s 6 -8.4554 0.0038 0.00s 7 -8.4522 0.0033 0.00s 8 -8.4493 0.0029 0.00s 9 -8.4467 0.0026 0.00s 10 -8.4442 0.0024 0.00s 11 -8.4419 0.0024 0.00s 12 -8.4394 0.0024 0.00s 13 -8.4368 0.0026 0.00s 14 -8.4341 0.0027 0.00s 15 -8.4312 0.0029 0.00s 16 -8.4281 0.0031 0.00s 17 -8.4249 0.0032 0.00s 18 -8.4218 0.0032 0.00s 19 -8.4188 0.0030 0.00s 20 -8.4162 0.0026 0.00s 21 -8.4142 0.0020 0.00s 22 -8.4129 0.0014 0.00s 23 -8.4120 0.0008 0.00s Initial clusters = [ 67, 272, 132, ] 1 -170.7721 Inf 0.00s 2 -8.5002 162.2719 0.00s 3 -8.4768 0.0235 0.00s 4 -8.4693 0.0075 0.00s 5 -8.4647 0.0045 0.00s 6 -8.4609 0.0038 0.00s 7 -8.4573 0.0036 0.00s 8 -8.4537 0.0035 0.00s 9 -8.4502 0.0035 0.00s 10 -8.4467 0.0035 0.00s 11 -8.4431 0.0036 0.00s 12 -8.4394 0.0037 0.00s 13 -8.4356 0.0038 0.00s 14 -8.4316 0.0039 0.00s 15 -8.4276 0.0040 0.00s 16 -8.4237 0.0040 0.00s 17 -8.4200 0.0037 0.00s 18 -8.4169 0.0031 0.00s 19 -8.4145 0.0023 0.00s 20 -8.4131 0.0015 0.00s 21 -8.4123 0.0008 0.00s Initial clusters = [ 84, 179, 117, ] 1 -186.6016 Inf 0.00s 2 -8.4895 178.1121 0.00s 3 -8.4742 0.0153 0.00s 4 -8.4718 0.0024 0.00s 5 -8.4707 0.0010 0.00s 6 -8.4700 0.0008 0.00s 0 0 -8.4700 6it 0.00s (initial solution) 1 -9.2455 Inf 0.00s 2 -8.5300 0.7155 0.00s 3 -8.5088 0.0213 0.00s 4 -8.4872 0.0215 0.00s 5 -8.4681 0.0191 0.00s 6 -8.4556 0.0126 0.00s 7 -8.4474 0.0081 0.00s 8 -8.4413 0.0062 0.00s 9 -8.4360 0.0052 0.00s 10 -8.4314 0.0046 0.00s 11 -8.4273 0.0041 0.00s 12 -8.4238 0.0036 0.00s 13 -8.4208 0.0030 0.00s 14 -8.4184 0.0024 0.00s 15 -8.4166 0.0018 0.00s 16 -8.4152 0.0013 0.00s 17 -8.4143 0.0010 0.00s 1 0 -8.4143 17it 0.00s (new best) 1 -9.4951 Inf 0.00s 2 -8.4993 0.9957 0.00s 3 -8.4788 0.0205 0.00s 4 -8.4675 0.0113 0.00s 5 -8.4591 0.0084 0.00s 6 -8.4507 0.0084 0.00s 7 -8.4419 0.0089 0.00s 8 -8.4333 0.0085 0.00s 9 -8.4264 0.0069 0.00s 10 -8.4215 0.0049 0.00s 11 -8.4182 0.0033 0.00s 12 -8.4161 0.0022 0.00s 13 -8.4146 0.0015 0.00s 14 -8.4136 0.0010 0.00s 15 -8.4129 0.0007 0.00s 2 0 -8.4129 15it 0.00s (new best) 1 -8.6332 Inf 0.00s 2 -8.4206 0.2125 0.00s 3 -8.4174 0.0032 0.00s 4 -8.4156 0.0018 0.00s 5 -8.4142 0.0013 0.00s 6 -8.4133 0.0010 0.00s 3 0 -8.4133 6it 0.00s 1 -9.3012 Inf 0.00s 2 -8.5025 0.7987 0.00s 3 -8.4930 0.0096 0.00s 4 -8.4900 0.0030 0.00s 5 -8.4882 0.0018 0.00s 6 -8.4868 0.0014 0.00s 7 -8.4856 0.0012 0.00s 8 -8.4845 0.0011 0.00s 9 -8.4835 0.0010 0.00s 4 1 -8.4835 9it 0.01s 1 -9.3039 Inf 0.00s 2 -8.4999 0.8040 0.00s 3 -8.4893 0.0106 0.00s 4 -8.4859 0.0033 0.00s 5 -8.4839 0.0021 0.00s 6 -8.4820 0.0019 0.00s 7 -8.4800 0.0020 0.00s 8 -8.4777 0.0023 0.00s 9 -8.4751 0.0026 0.00s 10 -8.4722 0.0029 0.00s 11 -8.4690 0.0032 0.00s 12 -8.4655 0.0035 0.00s 13 -8.4617 0.0038 0.00s 14 -8.4576 0.0041 0.00s 15 -8.4534 0.0043 0.00s 16 -8.4490 0.0044 0.00s 17 -8.4446 0.0044 0.00s 18 -8.4403 0.0043 0.00s 19 -8.4361 0.0042 0.00s 20 -8.4321 0.0040 0.00s 21 -8.4283 0.0038 0.00s 22 -8.4249 0.0034 0.00s 23 -8.4219 0.0030 0.00s 24 -8.4194 0.0025 0.00s 25 -8.4174 0.0020 0.00s 26 -8.4159 0.0015 0.00s 27 -8.4148 0.0011 0.00s 28 -8.4140 0.0008 0.00s 5 2 -8.4140 28it 0.01s 1 -8.5906 Inf 0.00s 2 -8.4209 0.1697 0.00s 3 -8.4176 0.0033 0.00s 4 -8.4160 0.0016 0.00s 5 -8.4149 0.0011 0.00s 6 -8.4141 0.0008 0.00s 6 3 -8.4141 6it 0.00s 1 -8.6081 Inf 0.00s 2 -8.4296 0.1785 0.00s 3 -8.4192 0.0103 0.00s 4 -8.4157 0.0036 0.00s 5 -8.4143 0.0014 0.00s 6 -8.4136 0.0007 0.00s 7 4 -8.4136 6it 0.00s 1 -9.5865 Inf 0.00s 2 -8.5000 1.0865 0.00s 3 -8.4993 0.0007 0.00s 8 5 -8.4993 3it 0.00s 1 -9.2154 Inf 0.00s 2 -8.5222 0.6932 0.00s 3 -8.5160 0.0061 0.00s 4 -8.5155 0.0006 0.00s 9 6 -8.5155 4it 0.00s 1 -8.5595 Inf 0.00s 2 -8.4274 0.1320 0.00s 3 -8.4203 0.0072 0.00s 4 -8.4170 0.0033 0.00s 5 -8.4154 0.0015 0.00s 6 -8.4146 0.0008 0.00s 10 7 -8.4146 6it 0.00s 1 -9.2761 Inf 0.00s 2 -8.5055 0.7706 0.00s 3 -8.4976 0.0079 0.00s 4 -8.4941 0.0034 0.00s 5 -8.4910 0.0031 0.00s 6 -8.4878 0.0032 0.00s 7 -8.4844 0.0034 0.00s 8 -8.4807 0.0037 0.00s 9 -8.4767 0.0040 0.00s 10 -8.4723 0.0044 0.00s 11 -8.4675 0.0047 0.00s 12 -8.4626 0.0050 0.00s 13 -8.4576 0.0050 0.00s 14 -8.4529 0.0047 0.00s 15 -8.4486 0.0043 0.00s 16 -8.4447 0.0039 0.00s 17 -8.4412 0.0035 0.00s 18 -8.4380 0.0032 0.00s 19 -8.4353 0.0027 0.00s 20 -8.4330 0.0022 0.00s 21 -8.4313 0.0018 0.00s 22 -8.4299 0.0014 0.00s 23 -8.4288 0.0011 0.00s 24 -8.4279 0.0009 0.00s 11 8 -8.4279 24it 0.01s 1 -9.2462 Inf 0.00s 2 -8.4760 0.7702 0.00s 3 -8.4663 0.0097 0.00s 4 -8.4613 0.0049 0.00s 5 -8.4580 0.0034 0.00s 6 -8.4549 0.0031 0.00s 7 -8.4516 0.0033 0.00s 8 -8.4479 0.0037 0.00s 9 -8.4438 0.0041 0.00s 10 -8.4394 0.0044 0.00s 11 -8.4347 0.0047 0.00s 12 -8.4299 0.0048 0.00s 13 -8.4253 0.0046 0.00s 14 -8.4212 0.0041 0.00s 15 -8.4179 0.0032 0.00s 16 -8.4158 0.0022 0.00s 17 -8.4145 0.0013 0.00s 18 -8.4137 0.0008 0.00s 12 9 -8.4137 18it 0.00s 1 -10.4338 Inf 0.00s 2 -8.5592 1.8746 0.00s 3 -8.5404 0.0188 0.00s 4 -8.5276 0.0128 0.00s 5 -8.5139 0.0137 0.00s 6 -8.5011 0.0128 0.00s 7 -8.4923 0.0088 0.00s 8 -8.4872 0.0052 0.00s 9 -8.4837 0.0035 0.00s 10 -8.4807 0.0030 0.00s 11 -8.4776 0.0031 0.00s 12 -8.4742 0.0034 0.00s 13 -8.4703 0.0039 0.00s 14 -8.4659 0.0044 0.00s 15 -8.4610 0.0048 0.00s 16 -8.4560 0.0050 0.00s 17 -8.4511 0.0049 0.00s 18 -8.4466 0.0045 0.00s 19 -8.4426 0.0040 0.00s 20 -8.4390 0.0035 0.00s 21 -8.4359 0.0031 0.00s 22 -8.4331 0.0028 0.00s 23 -8.4306 0.0025 0.00s 24 -8.4282 0.0024 0.00s 25 -8.4260 0.0022 0.00s 26 -8.4240 0.0020 0.00s 27 -8.4222 0.0018 0.00s 28 -8.4206 0.0016 0.00s 29 -8.4191 0.0014 0.00s 30 -8.4179 0.0012 0.00s 31 -8.4168 0.0011 0.00s 32 -8.4159 0.0009 0.00s 13 10 -8.4159 32it 0.01s 1 -8.4495 Inf 0.00s 2 -8.4172 0.0323 0.00s 3 -8.4140 0.0032 0.00s 4 -8.4127 0.0013 0.00s 5 -8.4121 0.0006 0.00s 14 11 -8.4121 5it 0.00s (new best) 1 -8.5815 Inf 0.00s 2 -8.4180 0.1635 0.00s 3 -8.4143 0.0037 0.00s 4 -8.4125 0.0017 0.00s 5 -8.4117 0.0008 0.00s 15 0 -8.4117 5it 0.00s (new best) 1 -10.2174 Inf 0.00s 2 -8.5541 1.6633 0.00s 3 -8.5375 0.0166 0.00s 4 -8.5261 0.0114 0.00s 5 -8.5124 0.0137 0.00s 6 -8.4963 0.0161 0.00s 7 -8.4815 0.0148 0.00s 8 -8.4706 0.0109 0.00s 9 -8.4623 0.0083 0.00s 10 -8.4548 0.0075 0.00s 11 -8.4475 0.0074 0.00s 12 -8.4402 0.0072 0.00s 13 -8.4336 0.0066 0.00s 14 -8.4280 0.0056 0.00s 15 -8.4236 0.0044 0.00s 16 -8.4203 0.0033 0.00s 17 -8.4179 0.0024 0.00s 18 -8.4163 0.0017 0.00s 19 -8.4151 0.0012 0.00s 20 -8.4142 0.0008 0.00s 16 0 -8.4142 20it 0.01s 1 -9.3791 Inf 0.00s 2 -8.4674 0.9117 0.00s 3 -8.4476 0.0198 0.00s 4 -8.4369 0.0107 0.00s 5 -8.4300 0.0069 0.00s 6 -8.4255 0.0045 0.00s 7 -8.4225 0.0030 0.00s 8 -8.4203 0.0022 0.00s 9 -8.4184 0.0019 0.00s 10 -8.4168 0.0016 0.00s 11 -8.4154 0.0014 0.00s 12 -8.4143 0.0011 0.00s 13 -8.4134 0.0009 0.00s 17 1 -8.4134 13it 0.00s 1 -9.4007 Inf 0.00s 2 -8.5013 0.8994 0.00s 3 -8.4974 0.0039 0.00s 4 -8.4941 0.0033 0.00s 5 -8.4898 0.0043 0.00s 6 -8.4846 0.0052 0.00s 7 -8.4790 0.0056 0.00s 8 -8.4738 0.0052 0.00s 9 -8.4695 0.0043 0.00s 10 -8.4660 0.0035 0.00s 11 -8.4628 0.0032 0.00s 12 -8.4596 0.0032 0.00s 13 -8.4563 0.0033 0.00s 14 -8.4528 0.0035 0.00s 15 -8.4492 0.0036 0.00s 16 -8.4454 0.0038 0.00s 17 -8.4415 0.0039 0.00s 18 -8.4375 0.0040 0.00s 19 -8.4333 0.0041 0.00s 20 -8.4291 0.0042 0.00s 21 -8.4250 0.0041 0.00s 22 -8.4211 0.0039 0.00s 23 -8.4177 0.0034 0.00s 24 -8.4152 0.0026 0.00s 25 -8.4135 0.0017 0.00s 26 -8.4126 0.0009 0.00s 18 2 -8.4126 26it 0.01s 1 -9.6409 Inf 0.00s 2 -8.4976 1.1432 0.00s 3 -8.4894 0.0083 0.00s 4 -8.4833 0.0060 0.00s 5 -8.4786 0.0047 0.00s 6 -8.4755 0.0031 0.00s 7 -8.4736 0.0019 0.00s 8 -8.4723 0.0013 0.00s 9 -8.4712 0.0011 0.00s 10 -8.4701 0.0011 0.00s 11 -8.4690 0.0011 0.00s 12 -8.4677 0.0013 0.00s 13 -8.4663 0.0014 0.00s 14 -8.4647 0.0016 0.00s 15 -8.4629 0.0018 0.00s 16 -8.4610 0.0020 0.00s 17 -8.4588 0.0022 0.00s 18 -8.4564 0.0024 0.00s 19 -8.4538 0.0026 0.00s 20 -8.4510 0.0029 0.00s 21 -8.4479 0.0031 0.00s 22 -8.4445 0.0034 0.00s 23 -8.4409 0.0036 0.00s 24 -8.4370 0.0038 0.00s 25 -8.4330 0.0040 0.00s 26 -8.4289 0.0041 0.00s 27 -8.4248 0.0041 0.00s 28 -8.4209 0.0039 0.00s 29 -8.4176 0.0033 0.00s 30 -8.4151 0.0025 0.00s 31 -8.4135 0.0016 0.00s 32 -8.4125 0.0009 0.00s 19 3 -8.4125 32it 0.01s 1 -9.5603 Inf 0.00s 2 -8.4941 1.0662 0.00s 3 -8.4834 0.0107 0.00s 4 -8.4804 0.0030 0.00s 5 -8.4783 0.0021 0.00s 6 -8.4762 0.0021 0.00s 7 -8.4738 0.0024 0.00s 8 -8.4712 0.0027 0.00s 9 -8.4682 0.0030 0.00s 10 -8.4650 0.0032 0.00s 11 -8.4615 0.0035 0.00s 12 -8.4578 0.0037 0.00s 13 -8.4539 0.0038 0.00s 14 -8.4500 0.0039 0.00s 15 -8.4461 0.0039 0.00s 16 -8.4422 0.0039 0.00s 17 -8.4384 0.0038 0.00s 18 -8.4347 0.0037 0.00s 19 -8.4311 0.0036 0.00s 20 -8.4277 0.0034 0.00s 21 -8.4245 0.0032 0.00s 22 -8.4217 0.0028 0.00s 23 -8.4193 0.0024 0.00s 24 -8.4174 0.0020 0.00s 25 -8.4158 0.0015 0.00s 26 -8.4147 0.0011 0.00s 27 -8.4139 0.0008 0.00s 20 4 -8.4139 27it 0.01s 1 -8.5053 Inf 0.00s 2 -8.4262 0.0791 0.00s 3 -8.4203 0.0059 0.00s 4 -8.4172 0.0031 0.00s 5 -8.4153 0.0020 0.00s 6 -8.4139 0.0013 0.00s 7 -8.4131 0.0009 0.00s 21 5 -8.4131 7it 0.00s 1 -9.1714 Inf 0.00s 2 -8.4745 0.6969 0.00s 3 -8.4625 0.0119 0.00s 4 -8.4554 0.0071 0.00s 5 -8.4503 0.0051 0.00s 6 -8.4461 0.0042 0.00s 7 -8.4423 0.0039 0.00s 8 -8.4384 0.0039 0.00s 9 -8.4345 0.0039 0.00s 10 -8.4304 0.0040 0.00s 11 -8.4263 0.0041 0.00s 12 -8.4224 0.0040 0.00s 13 -8.4188 0.0036 0.00s 14 -8.4159 0.0029 0.00s 15 -8.4139 0.0020 0.00s 16 -8.4127 0.0012 0.00s 17 -8.4121 0.0006 0.00s 22 6 -8.4121 17it 0.00s 1 -9.5080 Inf 0.00s 2 -8.5085 0.9995 0.00s 3 -8.4940 0.0145 0.00s 4 -8.4874 0.0066 0.00s 5 -8.4832 0.0042 0.00s 6 -8.4800 0.0031 0.00s 7 -8.4773 0.0028 0.00s 8 -8.4745 0.0028 0.00s 9 -8.4716 0.0029 0.00s 10 -8.4684 0.0032 0.00s 11 -8.4649 0.0035 0.00s 12 -8.4611 0.0038 0.00s 13 -8.4570 0.0041 0.00s 14 -8.4526 0.0044 0.00s 15 -8.4481 0.0045 0.00s 16 -8.4435 0.0046 0.00s 17 -8.4390 0.0045 0.00s 18 -8.4346 0.0044 0.00s 19 -8.4305 0.0041 0.00s 20 -8.4268 0.0038 0.00s 21 -8.4234 0.0033 0.00s 22 -8.4207 0.0028 0.00s 23 -8.4185 0.0022 0.00s 24 -8.4168 0.0017 0.00s 25 -8.4155 0.0013 0.00s 26 -8.4146 0.0009 0.00s 23 7 -8.4146 26it 0.01s 1 -9.2288 Inf 0.00s 2 -8.5086 0.7202 0.00s 3 -8.4965 0.0121 0.00s 4 -8.4888 0.0076 0.00s 5 -8.4791 0.0098 0.00s 6 -8.4667 0.0124 0.00s 7 -8.4534 0.0133 0.00s 8 -8.4420 0.0113 0.00s 9 -8.4341 0.0080 0.00s 10 -8.4286 0.0054 0.00s 11 -8.4246 0.0040 0.00s 12 -8.4214 0.0031 0.00s 13 -8.4190 0.0024 0.00s 14 -8.4172 0.0018 0.00s 15 -8.4158 0.0014 0.00s 16 -8.4148 0.0010 0.00s 24 8 -8.4148 16it 0.01s 1 -8.9067 Inf 0.00s 2 -8.4358 0.4709 0.00s 3 -8.4272 0.0086 0.00s 4 -8.4229 0.0042 0.00s 5 -8.4199 0.0030 0.00s 6 -8.4176 0.0023 0.00s 7 -8.4159 0.0017 0.00s 8 -8.4147 0.0012 0.00s 9 -8.4139 0.0009 0.00s 25 9 -8.4139 9it 0.00s 1 -8.6771 Inf 0.00s 2 -8.4290 0.2481 0.00s 3 -8.4236 0.0054 0.00s 4 -8.4196 0.0039 0.00s 5 -8.4165 0.0032 0.00s 6 -8.4142 0.0023 0.00s 7 -8.4127 0.0015 0.00s 8 -8.4118 0.0008 0.00s 26 10 -8.4118 8it 0.00s 1 -9.5927 Inf 0.00s 2 -8.5024 1.0902 0.00s 3 -8.4982 0.0042 0.00s 4 -8.4957 0.0025 0.00s 5 -8.4926 0.0031 0.00s 6 -8.4883 0.0043 0.00s 7 -8.4832 0.0051 0.00s 8 -8.4783 0.0049 0.00s 9 -8.4745 0.0038 0.00s 10 -8.4718 0.0026 0.00s 11 -8.4699 0.0019 0.00s 12 -8.4682 0.0017 0.00s 13 -8.4666 0.0016 0.00s 14 -8.4648 0.0017 0.00s 15 -8.4629 0.0019 0.00s 16 -8.4609 0.0021 0.00s 17 -8.4586 0.0023 0.00s 18 -8.4561 0.0025 0.00s 19 -8.4535 0.0027 0.00s 20 -8.4505 0.0029 0.00s 21 -8.4474 0.0031 0.00s 22 -8.4440 0.0034 0.00s 23 -8.4404 0.0036 0.00s 24 -8.4366 0.0038 0.00s 25 -8.4327 0.0039 0.00s 26 -8.4287 0.0040 0.00s 27 -8.4247 0.0040 0.00s 28 -8.4209 0.0038 0.00s 29 -8.4176 0.0033 0.00s 30 -8.4151 0.0025 0.00s 31 -8.4134 0.0017 0.00s 32 -8.4125 0.0009 0.00s 27 11 -8.4125 32it 0.01s 1 -8.4761 Inf 0.00s 2 -8.4176 0.0586 0.00s 3 -8.4146 0.0030 0.00s 4 -8.4132 0.0014 0.00s 5 -8.4124 0.0008 0.00s 28 12 -8.4124 5it 0.00s 1 -8.8086 Inf 0.00s 2 -8.4345 0.3741 0.00s 3 -8.4283 0.0062 0.00s 4 -8.4244 0.0040 0.00s 5 -8.4208 0.0035 0.00s 6 -8.4176 0.0032 0.00s 7 -8.4150 0.0026 0.00s 8 -8.4131 0.0018 0.00s 9 -8.4121 0.0011 0.00s 10 -8.4115 0.0005 0.00s 29 13 -8.4115 10it 0.01s (new best) 1 -9.0714 Inf 0.00s 2 -8.4679 0.6035 0.00s 3 -8.4499 0.0180 0.00s 4 -8.4385 0.0115 0.00s 5 -8.4305 0.0079 0.00s 6 -8.4257 0.0049 0.00s 7 -8.4228 0.0029 0.00s 8 -8.4209 0.0019 0.00s 9 -8.4194 0.0014 0.00s 10 -8.4182 0.0012 0.00s 11 -8.4171 0.0011 0.00s 12 -8.4161 0.0010 0.00s 30 0 -8.4161 12it 0.00s Initial clusters = [ 84, 179, 117, ] 1 -186.6016 Inf 0.00s 2 -8.4895 178.1121 0.00s 3 -8.4742 0.0153 0.00s 4 -8.4718 0.0024 0.00s 5 -8.4707 0.0010 0.00s 6 -8.4700 0.0008 0.00s 0 -8.4700 6it 0.00s (initial population) Initial clusters = [ 142, 233, 161, ] 1 -244.9465 Inf 0.00s 2 -8.5008 236.4458 0.00s 3 -8.4779 0.0229 0.00s 4 -8.4716 0.0063 0.00s 5 -8.4681 0.0035 0.00s 6 -8.4654 0.0027 0.00s 7 -8.4629 0.0025 0.00s 8 -8.4604 0.0025 0.00s 9 -8.4578 0.0026 0.00s 10 -8.4551 0.0027 0.00s 11 -8.4523 0.0028 0.00s 12 -8.4494 0.0029 0.00s 13 -8.4464 0.0030 0.00s 14 -8.4434 0.0030 0.00s 15 -8.4404 0.0030 0.00s 16 -8.4375 0.0030 0.00s 17 -8.4346 0.0029 0.00s 18 -8.4318 0.0028 0.00s 19 -8.4292 0.0026 0.00s 20 -8.4267 0.0025 0.00s 21 -8.4244 0.0023 0.00s 22 -8.4224 0.0020 0.00s 23 -8.4206 0.0018 0.00s 24 -8.4190 0.0016 0.00s 25 -8.4177 0.0013 0.00s 26 -8.4166 0.0011 0.00s 27 -8.4157 0.0009 0.00s 0 -8.4157 27it 0.01s (initial population) Initial clusters = [ 281, 115, 274, ] 1 -229.8358 Inf 0.00s 2 -8.4888 221.3471 0.00s 3 -8.4633 0.0255 0.00s 4 -8.4483 0.0150 0.00s 5 -8.4355 0.0128 0.00s 6 -8.4260 0.0095 0.00s 7 -8.4203 0.0057 0.00s 8 -8.4171 0.0032 0.00s 9 -8.4153 0.0018 0.00s 10 -8.4142 0.0011 0.00s 11 -8.4135 0.0007 0.00s 0 -8.4135 11it 0.00s (initial population) Initial clusters = [ 49, 253, 81, ] 1 -252.1644 Inf 0.00s 2 -8.4926 243.6718 0.00s 3 -8.4816 0.0110 0.00s 4 -8.4794 0.0022 0.00s 5 -8.4786 0.0008 0.00s 0 -8.4786 5it 0.00s (initial population) Initial clusters = [ 277, 45, 80, ] 1 -207.2153 Inf 0.00s 2 -8.4930 198.7223 0.00s 3 -8.4856 0.0074 0.00s 4 -8.4848 0.0008 0.00s 0 -8.4848 4it 0.00s (initial population) Initial clusters = [ 157, 83, 235, ] 1 -184.0531 Inf 0.00s 2 -8.4740 175.5791 0.00s 3 -8.4495 0.0245 0.00s 4 -8.4384 0.0112 0.00s 5 -8.4302 0.0082 0.00s 6 -8.4240 0.0062 0.00s 7 -8.4194 0.0045 0.00s 8 -8.4163 0.0031 0.00s 9 -8.4143 0.0020 0.00s 10 -8.4131 0.0012 0.00s 11 -8.4124 0.0007 0.00s 0 -8.4124 11it 0.01s (initial population) Initial clusters = [ 264, 26, 68, ] 1 -210.9969 Inf 0.00s 2 -8.5153 202.4816 0.00s 3 -8.4923 0.0230 0.00s 4 -8.4878 0.0045 0.00s 5 -8.4858 0.0020 0.00s 6 -8.4842 0.0016 0.00s 7 -8.4826 0.0016 0.00s 8 -8.4810 0.0016 0.00s 9 -8.4795 0.0016 0.00s 10 -8.4779 0.0016 0.00s 11 -8.4764 0.0015 0.00s 12 -8.4750 0.0014 0.00s 13 -8.4738 0.0012 0.00s 14 -8.4728 0.0010 0.00s 15 -8.4719 0.0009 0.00s 0 -8.4719 15it 0.00s (initial population) Initial clusters = [ 59, 123, 233, ] 1 -240.3711 Inf 0.00s 2 -8.5001 231.8710 0.00s 3 -8.4836 0.0165 0.00s 4 -8.4800 0.0036 0.00s 5 -8.4788 0.0012 0.00s 6 -8.4783 0.0005 0.00s 0 -8.4783 6it 0.00s (initial population) Initial clusters = [ 289, 215, 4, ] 1 -232.5155 Inf 0.00s 2 -8.5182 223.9973 0.00s 3 -8.4994 0.0188 0.00s 4 -8.4931 0.0063 0.00s 5 -8.4895 0.0036 0.00s 6 -8.4872 0.0023 0.00s 7 -8.4856 0.0016 0.00s 8 -8.4846 0.0011 0.00s 9 -8.4838 0.0008 0.00s 0 -8.4838 9it 0.00s (initial population) Initial clusters = [ 269, 65, 262, ] 1 -130.7393 Inf 0.00s 2 -8.4498 122.2895 0.00s 3 -8.4340 0.0158 0.00s 4 -8.4287 0.0053 0.00s 5 -8.4247 0.0040 0.00s 6 -8.4211 0.0037 0.00s 7 -8.4178 0.0033 0.00s 8 -8.4151 0.0027 0.00s 9 -8.4132 0.0019 0.00s 10 -8.4121 0.0011 0.00s 11 -8.4116 0.0005 0.00s 0 -8.4116 11it 0.00s (initial population) Initial clusters = [ 285, 39, 163, ] 1 -172.4556 Inf 0.00s 2 -8.4555 164.0002 0.00s 3 -8.4443 0.0112 0.00s 4 -8.4414 0.0029 0.00s 5 -8.4391 0.0023 0.00s 6 -8.4366 0.0025 0.00s 7 -8.4339 0.0027 0.00s 8 -8.4312 0.0028 0.00s 9 -8.4284 0.0028 0.00s 10 -8.4257 0.0027 0.00s 11 -8.4232 0.0025 0.00s 12 -8.4209 0.0023 0.00s 13 -8.4189 0.0020 0.00s 14 -8.4173 0.0017 0.00s 15 -8.4159 0.0014 0.00s 16 -8.4148 0.0011 0.00s 17 -8.4140 0.0008 0.00s 0 -8.4140 17it 0.00s (initial population) Initial clusters = [ 99, 103, 220, ] 1 -221.7635 Inf 0.00s 2 -8.5118 213.2517 0.00s 3 -8.4902 0.0216 0.00s 4 -8.4838 0.0063 0.00s 5 -8.4808 0.0030 0.00s 6 -8.4789 0.0019 0.00s 7 -8.4776 0.0014 0.00s 8 -8.4764 0.0011 0.00s 9 -8.4754 0.0010 0.00s 10 -8.4745 0.0010 0.00s 0 -8.4745 10it 0.00s (initial population) Initial clusters = [ 106, 255, 147, ] 1 -203.5911 Inf 0.00s 2 -8.4698 195.1213 0.00s 3 -8.4537 0.0161 0.00s 4 -8.4493 0.0044 0.00s 5 -8.4460 0.0033 0.00s 6 -8.4429 0.0032 0.00s 7 -8.4396 0.0033 0.00s 8 -8.4363 0.0033 0.00s 9 -8.4332 0.0031 0.00s 10 -8.4304 0.0028 0.00s 11 -8.4281 0.0023 0.00s 12 -8.4262 0.0019 0.00s 13 -8.4246 0.0016 0.00s 14 -8.4232 0.0014 0.00s 15 -8.4219 0.0013 0.00s 16 -8.4207 0.0012 0.00s 17 -8.4196 0.0011 0.00s 18 -8.4185 0.0011 0.00s 19 -8.4174 0.0010 0.00s 20 -8.4165 0.0010 0.00s 0 -8.4165 20it 0.01s (initial population) Initial clusters = [ 184, 91, 1, ] 1 -192.8661 Inf 0.00s 2 -8.5050 184.3612 0.00s 3 -8.4839 0.0211 0.00s 4 -8.4781 0.0058 0.00s 5 -8.4754 0.0027 0.00s 6 -8.4737 0.0017 0.00s 7 -8.4723 0.0014 0.00s 8 -8.4709 0.0013 0.00s 9 -8.4696 0.0014 0.00s 10 -8.4681 0.0015 0.00s 11 -8.4664 0.0016 0.00s 12 -8.4646 0.0018 0.00s 13 -8.4626 0.0020 0.00s 14 -8.4604 0.0022 0.00s 15 -8.4581 0.0024 0.00s 16 -8.4555 0.0026 0.00s 17 -8.4527 0.0028 0.00s 18 -8.4497 0.0030 0.00s 19 -8.4465 0.0032 0.00s 20 -8.4430 0.0035 0.00s 21 -8.4393 0.0037 0.00s 22 -8.4354 0.0039 0.00s 23 -8.4313 0.0041 0.00s 24 -8.4272 0.0041 0.00s 25 -8.4232 0.0040 0.00s 26 -8.4195 0.0037 0.00s 27 -8.4165 0.0030 0.00s 28 -8.4143 0.0022 0.00s 29 -8.4130 0.0013 0.00s 30 -8.4123 0.0007 0.00s 0 -8.4123 30it 0.01s (initial population) Initial clusters = [ 290, 7, 217, ] 1 -207.0253 Inf 0.00s 2 -8.5048 198.5205 0.00s 3 -8.4841 0.0207 0.00s 4 -8.4813 0.0028 0.00s 5 -8.4806 0.0007 0.00s 0 -8.4806 5it 0.00s (initial population) Initial clusters = [ 249, 93, 149, ] 1 -334.1405 Inf 0.00s 2 -8.5070 325.6336 0.00s 3 -8.4969 0.0101 0.00s 4 -8.4948 0.0021 0.00s 5 -8.4936 0.0012 0.00s 6 -8.4920 0.0016 0.00s 7 -8.4895 0.0025 0.00s 8 -8.4857 0.0038 0.00s 9 -8.4809 0.0048 0.00s 10 -8.4764 0.0045 0.00s 11 -8.4734 0.0030 0.00s 12 -8.4713 0.0020 0.00s 13 -8.4697 0.0017 0.00s 14 -8.4681 0.0016 0.00s 15 -8.4666 0.0015 0.00s 16 -8.4650 0.0016 0.00s 17 -8.4634 0.0016 0.00s 18 -8.4616 0.0017 0.00s 19 -8.4598 0.0019 0.00s 20 -8.4578 0.0020 0.00s 21 -8.4556 0.0022 0.00s 22 -8.4532 0.0024 0.00s 23 -8.4505 0.0027 0.00s 24 -8.4475 0.0029 0.00s 25 -8.4444 0.0032 0.00s 26 -8.4410 0.0034 0.00s 27 -8.4375 0.0035 0.00s 28 -8.4339 0.0035 0.00s 29 -8.4305 0.0034 0.00s 30 -8.4273 0.0032 0.00s 31 -8.4243 0.0029 0.00s 32 -8.4218 0.0025 0.00s 33 -8.4197 0.0021 0.00s 34 -8.4179 0.0017 0.00s 35 -8.4166 0.0014 0.00s 36 -8.4155 0.0011 0.00s 37 -8.4147 0.0008 0.00s 0 -8.4147 37it 0.01s (initial population) Initial clusters = [ 71, 35, 27, ] 1 -186.9679 Inf 0.00s 2 -8.5037 178.4642 0.00s 3 -8.4842 0.0195 0.00s 4 -8.4805 0.0038 0.00s 5 -8.4789 0.0016 0.00s 6 -8.4778 0.0011 0.00s 7 -8.4770 0.0008 0.00s 0 -8.4770 7it 0.00s (initial population) Initial clusters = [ 291, 131, 260, ] 1 -239.2134 Inf 0.00s 2 -8.5363 230.6771 0.00s 3 -8.5006 0.0357 0.00s 4 -8.4928 0.0078 0.00s 5 -8.4900 0.0028 0.00s 6 -8.4884 0.0016 0.00s 7 -8.4871 0.0013 0.00s 8 -8.4859 0.0012 0.00s 9 -8.4849 0.0011 0.00s 10 -8.4838 0.0010 0.00s 11 -8.4829 0.0009 0.00s 0 -8.4829 11it 0.00s (initial population) Initial clusters = [ 66, 106, 73, ] 1 -227.9357 Inf 0.00s 2 -8.4678 219.4679 0.00s 3 -8.4550 0.0128 0.00s 4 -8.4501 0.0049 0.00s 5 -8.4472 0.0028 0.00s 6 -8.4454 0.0018 0.00s 7 -8.4442 0.0012 0.00s 8 -8.4433 0.0009 0.00s 0 -8.4433 8it 0.00s (initial population) Initial clusters = [ 153, 276, 20, ] 1 -242.7830 Inf 0.00s 2 -8.4501 234.3329 0.00s 3 -8.4342 0.0159 0.00s 4 -8.4300 0.0042 0.00s 5 -8.4273 0.0027 0.00s 6 -8.4250 0.0023 0.00s 7 -8.4230 0.0020 0.00s 8 -8.4212 0.0018 0.00s 9 -8.4196 0.0016 0.00s 10 -8.4183 0.0014 0.00s 11 -8.4171 0.0012 0.00s 12 -8.4161 0.0010 0.00s 0 -8.4161 12it 0.00s (initial population) Initial clusters = [ 110, 242, 27, ] 1 -272.0511 Inf 0.00s 2 -8.5350 263.5161 0.00s 3 -8.5110 0.0240 0.00s 4 -8.5045 0.0065 0.00s 5 -8.5009 0.0036 0.00s 6 -8.4981 0.0028 0.00s 7 -8.4958 0.0024 0.00s 8 -8.4937 0.0021 0.00s 9 -8.4918 0.0019 0.00s 10 -8.4902 0.0016 0.00s 11 -8.4888 0.0014 0.00s 12 -8.4875 0.0012 0.00s 13 -8.4864 0.0011 0.00s 14 -8.4853 0.0011 0.00s 15 -8.4843 0.0010 0.00s 16 -8.4832 0.0010 0.00s 17 -8.4822 0.0010 0.00s 18 -8.4811 0.0011 0.00s 19 -8.4800 0.0011 0.00s 20 -8.4789 0.0011 0.00s 21 -8.4777 0.0012 0.00s 22 -8.4764 0.0013 0.00s 23 -8.4750 0.0014 0.00s 24 -8.4734 0.0016 0.00s 25 -8.4716 0.0018 0.00s 26 -8.4696 0.0020 0.00s 27 -8.4673 0.0023 0.00s 28 -8.4647 0.0026 0.00s 29 -8.4619 0.0028 0.00s 30 -8.4589 0.0030 0.00s 31 -8.4557 0.0032 0.00s 32 -8.4524 0.0033 0.00s 33 -8.4491 0.0033 0.00s 34 -8.4457 0.0034 0.00s 35 -8.4421 0.0036 0.00s 36 -8.4384 0.0037 0.00s 37 -8.4345 0.0039 0.00s 38 -8.4305 0.0040 0.00s 39 -8.4265 0.0040 0.00s 40 -8.4228 0.0037 0.00s 41 -8.4196 0.0032 0.00s 42 -8.4171 0.0025 0.00s 43 -8.4152 0.0018 0.00s 44 -8.4140 0.0012 0.00s 45 -8.4132 0.0008 0.00s 0 -8.4132 45it 0.01s (initial population) Initial clusters = [ 198, 138, 116, ] 1 -254.7316 Inf 0.00s 2 -8.5268 246.2048 0.00s 3 -8.5118 0.0150 0.00s 4 -8.5083 0.0035 0.00s 5 -8.5067 0.0016 0.00s 6 -8.5057 0.0010 0.00s 0 -8.5057 6it 0.00s (initial population) Initial clusters = [ 92, 192, 4, ] 1 -449.1748 Inf 0.00s 2 -8.4966 440.6782 0.00s 3 -8.4787 0.0179 0.00s 4 -8.4728 0.0059 0.00s 5 -8.4679 0.0049 0.00s 6 -8.4624 0.0055 0.00s 7 -8.4562 0.0062 0.00s 8 -8.4496 0.0066 0.00s 9 -8.4430 0.0066 0.00s 10 -8.4368 0.0063 0.00s 11 -8.4312 0.0056 0.00s 12 -8.4266 0.0046 0.00s 13 -8.4232 0.0034 0.00s 14 -8.4209 0.0023 0.00s 15 -8.4193 0.0016 0.00s 16 -8.4181 0.0012 0.00s 17 -8.4171 0.0010 0.00s 18 -8.4162 0.0009 0.00s 0 -8.4162 18it 0.00s (initial population) Initial clusters = [ 48, 56, 57, ] 1 -311.6785 Inf 0.00s 2 -8.4970 303.1814 0.00s 3 -8.4857 0.0113 0.00s 4 -8.4839 0.0018 0.00s 5 -8.4832 0.0007 0.00s 0 -8.4832 5it 0.00s (initial population) Initial clusters = [ 75, 17, 163, ] 1 -322.8578 Inf 0.00s 2 -8.5282 314.3296 0.00s 3 -8.5040 0.0242 0.00s 4 -8.4968 0.0072 0.00s 5 -8.4927 0.0041 0.00s 6 -8.4894 0.0033 0.00s 7 -8.4863 0.0031 0.00s 8 -8.4833 0.0031 0.00s 9 -8.4800 0.0032 0.00s 10 -8.4766 0.0035 0.00s 11 -8.4728 0.0038 0.00s 12 -8.4686 0.0041 0.00s 13 -8.4640 0.0046 0.00s 14 -8.4589 0.0051 0.00s 15 -8.4534 0.0056 0.00s 16 -8.4474 0.0059 0.00s 17 -8.4414 0.0061 0.00s 18 -8.4355 0.0059 0.00s 19 -8.4299 0.0055 0.00s 20 -8.4249 0.0050 0.00s 21 -8.4205 0.0044 0.00s 22 -8.4169 0.0036 0.00s 23 -8.4142 0.0026 0.00s 24 -8.4127 0.0016 0.00s 25 -8.4119 0.0008 0.00s 0 -8.4119 25it 0.01s (initial population) Initial clusters = [ 246, 116, 15, ] 1 -206.2222 Inf 0.00s 2 -8.5101 197.7121 0.00s 3 -8.4890 0.0211 0.00s 4 -8.4807 0.0083 0.00s 5 -8.4747 0.0060 0.00s 6 -8.4695 0.0052 0.00s 7 -8.4645 0.0050 0.00s 8 -8.4597 0.0048 0.00s 9 -8.4550 0.0047 0.00s 10 -8.4503 0.0046 0.00s 11 -8.4458 0.0045 0.00s 12 -8.4414 0.0044 0.00s 13 -8.4372 0.0042 0.00s 14 -8.4332 0.0040 0.00s 15 -8.4295 0.0038 0.00s 16 -8.4260 0.0035 0.00s 17 -8.4229 0.0031 0.00s 18 -8.4201 0.0027 0.00s 19 -8.4178 0.0023 0.00s 20 -8.4160 0.0019 0.00s 21 -8.4145 0.0015 0.00s 22 -8.4134 0.0011 0.00s 23 -8.4126 0.0008 0.00s 0 -8.4126 23it 0.01s (initial population) Initial clusters = [ 225, 287, 203, ] 1 -223.2711 Inf 0.00s 2 -8.4301 214.8410 0.00s 3 -8.4177 0.0125 0.00s 4 -8.4150 0.0026 0.00s 5 -8.4137 0.0013 0.00s 6 -8.4129 0.0008 0.00s 0 -8.4129 6it 0.00s (initial population) Initial clusters = [ 295, 242, 265, ] 1 -350.1859 Inf 0.00s 2 -8.5032 341.6828 0.00s 3 -8.4914 0.0118 0.00s 4 -8.4891 0.0023 0.00s 5 -8.4878 0.0012 0.00s 6 -8.4868 0.0010 0.00s 7 -8.4858 0.0010 0.00s 0 -8.4858 7it 0.00s (initial population) Initial clusters = [ 97, 252, 178, ] 1 -183.0558 Inf 0.00s 2 -8.4737 174.5821 0.00s 3 -8.4513 0.0224 0.00s 4 -8.4433 0.0080 0.00s 5 -8.4375 0.0059 0.00s 6 -8.4323 0.0051 0.00s 7 -8.4279 0.0044 0.00s 8 -8.4244 0.0035 0.00s 9 -8.4216 0.0028 0.00s 10 -8.4194 0.0022 0.00s 11 -8.4176 0.0018 0.00s 12 -8.4161 0.0014 0.00s 13 -8.4150 0.0012 0.00s 14 -8.4141 0.0009 0.00s 0 -8.4141 14it 0.00s (initial population) Initial clusters = [ 91, 147, 275, ] 1 -285.8723 Inf 0.00s 2 -8.5019 277.3704 0.00s 3 -8.4731 0.0287 0.00s 4 -8.4643 0.0088 0.00s 5 -8.4593 0.0050 0.00s 6 -8.4554 0.0038 0.00s 7 -8.4522 0.0033 0.00s 8 -8.4493 0.0029 0.00s 9 -8.4467 0.0026 0.00s 10 -8.4442 0.0024 0.00s 11 -8.4419 0.0024 0.00s 12 -8.4394 0.0024 0.00s 13 -8.4368 0.0026 0.00s 14 -8.4341 0.0027 0.00s 15 -8.4312 0.0029 0.00s 16 -8.4281 0.0031 0.00s 17 -8.4249 0.0032 0.00s 18 -8.4218 0.0032 0.00s 19 -8.4188 0.0030 0.00s 20 -8.4162 0.0026 0.00s 21 -8.4142 0.0020 0.00s 22 -8.4129 0.0014 0.00s 23 -8.4120 0.0008 0.00s 0 -8.4120 23it 0.00s (initial population) Initial clusters = [ 67, 272, 132, ] 1 -170.7721 Inf 0.00s 2 -8.5002 162.2719 0.00s 3 -8.4768 0.0235 0.00s 4 -8.4693 0.0075 0.00s 5 -8.4647 0.0045 0.00s 6 -8.4609 0.0038 0.00s 7 -8.4573 0.0036 0.00s 8 -8.4537 0.0035 0.00s 9 -8.4502 0.0035 0.00s 10 -8.4467 0.0035 0.00s 11 -8.4431 0.0036 0.00s 12 -8.4394 0.0037 0.00s 13 -8.4356 0.0038 0.00s 14 -8.4316 0.0039 0.00s 15 -8.4276 0.0040 0.00s 16 -8.4237 0.0040 0.00s 17 -8.4200 0.0037 0.00s 18 -8.4169 0.0031 0.00s 19 -8.4145 0.0023 0.00s 20 -8.4131 0.0015 0.00s 21 -8.4123 0.0008 0.00s 0 -8.4123 21it 0.01s (initial population) Initial clusters = [ 167, 171, 254, ] 1 -607.7145 Inf 0.00s 2 -8.6123 599.1022 0.00s 3 -8.5728 0.0395 0.00s 4 -8.5549 0.0179 0.00s 5 -8.5411 0.0138 0.00s 6 -8.5281 0.0130 0.00s 7 -8.5149 0.0132 0.00s 8 -8.5014 0.0135 0.00s 9 -8.4876 0.0139 0.00s 10 -8.4737 0.0139 0.00s 11 -8.4610 0.0127 0.00s 12 -8.4508 0.0101 0.00s 13 -8.4436 0.0072 0.00s 14 -8.4382 0.0054 0.00s 15 -8.4338 0.0044 0.00s 16 -8.4300 0.0039 0.00s 17 -8.4265 0.0035 0.00s 18 -8.4234 0.0031 0.00s 19 -8.4207 0.0027 0.00s 20 -8.4184 0.0023 0.00s 21 -8.4164 0.0019 0.00s 22 -8.4149 0.0015 0.00s 23 -8.4137 0.0012 0.00s 24 -8.4128 0.0009 0.00s 0 -8.4128 24it 0.00s (initial population) Initial clusters = [ 88, 67, 234, ] 1 -285.1899 Inf 0.00s 2 -8.5095 276.6804 0.00s 3 -8.4914 0.0181 0.00s 4 -8.4885 0.0029 0.00s 5 -8.4879 0.0006 0.00s 0 -8.4879 5it 0.00s (initial population) Initial clusters = [ 242, 164, 76, ] 1 -294.7461 Inf 0.00s 2 -8.4935 286.2526 0.00s 3 -8.4843 0.0092 0.00s 4 -8.4832 0.0012 0.00s 5 -8.4830 0.0002 0.00s 0 -8.4830 5it 0.00s (initial population) Initial clusters = [ 226, 132, 97, ] 1 -263.0677 Inf 0.00s 2 -8.5197 254.5479 0.00s 3 -8.4921 0.0276 0.00s 4 -8.4801 0.0120 0.00s 5 -8.4723 0.0079 0.00s 6 -8.4672 0.0051 0.00s 7 -8.4638 0.0034 0.00s 8 -8.4610 0.0028 0.00s 9 -8.4583 0.0026 0.00s 10 -8.4557 0.0027 0.00s 11 -8.4529 0.0028 0.00s 12 -8.4500 0.0029 0.00s 13 -8.4470 0.0030 0.00s 14 -8.4439 0.0030 0.00s 15 -8.4409 0.0030 0.00s 16 -8.4380 0.0029 0.00s 17 -8.4352 0.0028 0.00s 18 -8.4325 0.0027 0.00s 19 -8.4300 0.0025 0.00s 20 -8.4276 0.0024 0.00s 21 -8.4254 0.0022 0.00s 22 -8.4234 0.0020 0.00s 23 -8.4216 0.0018 0.00s 24 -8.4200 0.0016 0.00s 25 -8.4186 0.0014 0.00s 26 -8.4174 0.0012 0.00s 27 -8.4164 0.0010 0.00s 28 -8.4156 0.0008 0.00s 0 -8.4156 28it 0.01s (initial population) Initial clusters = [ 84, 133, 118, ] 1 -226.1040 Inf 0.00s 2 -8.5013 217.6028 0.00s 3 -8.4793 0.0220 0.00s 4 -8.4760 0.0033 0.00s 5 -8.4748 0.0012 0.00s 6 -8.4738 0.0009 0.00s 0 -8.4738 6it 0.00s (initial population) Initial clusters = [ 218, 137, 285, ] 1 -293.4541 Inf 0.00s 2 -8.4748 284.9793 0.00s 3 -8.4531 0.0217 0.00s 4 -8.4423 0.0108 0.00s 5 -8.4335 0.0088 0.00s 6 -8.4268 0.0067 0.00s 7 -8.4224 0.0044 0.00s 8 -8.4196 0.0028 0.00s 9 -8.4177 0.0019 0.00s 10 -8.4163 0.0014 0.00s 11 -8.4152 0.0011 0.00s 12 -8.4144 0.0009 0.00s 0 -8.4144 12it 0.01s (initial population) Initial clusters = [ 13, 58, 166, ] 1 -190.7359 Inf 0.00s 2 -8.4919 182.2439 0.00s 3 -8.4720 0.0199 0.00s 4 -8.4671 0.0049 0.00s 5 -8.4648 0.0023 0.00s 6 -8.4630 0.0018 0.00s 7 -8.4611 0.0019 0.00s 8 -8.4590 0.0021 0.00s 9 -8.4565 0.0024 0.00s 10 -8.4538 0.0028 0.00s 11 -8.4507 0.0031 0.00s 12 -8.4474 0.0033 0.00s 13 -8.4440 0.0034 0.00s 14 -8.4407 0.0033 0.00s 15 -8.4378 0.0029 0.00s 16 -8.4355 0.0023 0.00s 17 -8.4338 0.0018 0.00s 18 -8.4324 0.0014 0.00s 19 -8.4312 0.0012 0.00s 20 -8.4301 0.0011 0.00s 21 -8.4291 0.0010 0.00s 22 -8.4281 0.0010 0.00s 23 -8.4271 0.0010 0.00s 0 -8.4271 23it 0.01s (initial population) Initial clusters = [ 153, 292, 64, ] 1 -306.6054 Inf 0.00s 2 -8.5276 298.0778 0.00s 3 -8.5163 0.0113 0.00s 4 -8.5130 0.0034 0.00s 5 -8.5109 0.0021 0.00s 6 -8.5092 0.0017 0.00s 7 -8.5078 0.0014 0.00s 8 -8.5067 0.0012 0.00s 9 -8.5057 0.0010 0.00s 0 -8.5057 9it 0.00s (initial population) Initial clusters = [ 129, 133, 168, ] 1 -299.0063 Inf 0.00s 2 -8.5154 290.4909 0.00s 3 -8.5002 0.0152 0.00s 4 -8.4958 0.0043 0.00s 5 -8.4928 0.0030 0.00s 6 -8.4897 0.0030 0.00s 7 -8.4865 0.0033 0.00s 8 -8.4830 0.0035 0.00s 9 -8.4794 0.0036 0.00s 10 -8.4757 0.0037 0.00s 11 -8.4718 0.0039 0.00s 12 -8.4678 0.0040 0.00s 13 -8.4639 0.0039 0.00s 14 -8.4603 0.0036 0.00s 15 -8.4568 0.0035 0.00s 16 -8.4535 0.0033 0.00s 17 -8.4502 0.0033 0.00s 18 -8.4470 0.0032 0.00s 19 -8.4439 0.0031 0.00s 20 -8.4408 0.0031 0.00s 21 -8.4377 0.0031 0.00s 22 -8.4347 0.0030 0.00s 23 -8.4317 0.0030 0.00s 24 -8.4288 0.0029 0.00s 25 -8.4260 0.0028 0.00s 26 -8.4234 0.0026 0.00s 27 -8.4211 0.0023 0.00s 28 -8.4190 0.0021 0.00s 29 -8.4173 0.0017 0.00s 30 -8.4159 0.0014 0.00s 31 -8.4148 0.0011 0.00s 32 -8.4140 0.0008 0.00s 0 -8.4140 32it 0.01s (initial population) Initial clusters = [ 194, 41, 57, ] 1 -258.5493 Inf 0.00s 2 -8.5113 250.0379 0.00s 3 -8.4851 0.0262 0.00s 4 -8.4757 0.0094 0.00s 5 -8.4706 0.0052 0.00s 6 -8.4668 0.0038 0.00s 7 -8.4634 0.0034 0.00s 8 -8.4599 0.0034 0.00s 9 -8.4564 0.0035 0.00s 10 -8.4528 0.0036 0.00s 11 -8.4491 0.0037 0.00s 12 -8.4453 0.0038 0.00s 13 -8.4415 0.0039 0.00s 14 -8.4375 0.0040 0.00s 15 -8.4334 0.0041 0.00s 16 -8.4293 0.0042 0.00s 17 -8.4251 0.0041 0.00s 18 -8.4212 0.0039 0.00s 19 -8.4178 0.0034 0.00s 20 -8.4152 0.0026 0.00s 21 -8.4135 0.0017 0.00s 22 -8.4126 0.0010 0.00s 0 -8.4126 22it 0.01s (initial population) Initial clusters = [ 214, 153, 212, ] 1 -205.6895 Inf 0.00s 2 -8.4922 197.1974 0.00s 3 -8.4702 0.0220 0.00s 4 -8.4646 0.0056 0.00s 5 -8.4612 0.0033 0.00s 6 -8.4584 0.0029 0.00s 7 -8.4556 0.0028 0.00s 8 -8.4528 0.0028 0.00s 9 -8.4499 0.0028 0.00s 10 -8.4470 0.0029 0.00s 11 -8.4441 0.0029 0.00s 12 -8.4411 0.0030 0.00s 13 -8.4381 0.0031 0.00s 14 -8.4349 0.0032 0.00s 15 -8.4317 0.0033 0.00s 16 -8.4283 0.0034 0.00s 17 -8.4248 0.0035 0.00s 18 -8.4214 0.0034 0.00s 19 -8.4182 0.0032 0.00s 20 -8.4155 0.0026 0.00s 21 -8.4136 0.0019 0.00s 22 -8.4124 0.0012 0.00s 23 -8.4118 0.0006 0.00s 0 -8.4118 23it 0.01s (initial population) Initial clusters = [ 43, 206, 51, ] 1 -203.8872 Inf 0.00s 2 -8.5199 195.3673 0.00s 3 -8.4975 0.0224 0.00s 4 -8.4935 0.0040 0.00s 5 -8.4920 0.0015 0.00s 6 -8.4911 0.0009 0.00s 0 -8.4911 6it 0.00s (initial population) Initial clusters = [ 46, 250, 157, ] 1 -282.9120 Inf 0.00s 2 -8.5055 274.4065 0.00s 3 -8.4896 0.0158 0.00s 4 -8.4867 0.0029 0.00s 5 -8.4858 0.0010 0.00s 0 -8.4858 5it 0.00s (initial population) Initial clusters = [ 192, 105, 15, ] 1 -177.2745 Inf 0.00s 2 -8.4411 168.8334 0.00s 3 -8.4191 0.0220 0.00s 4 -8.4138 0.0052 0.00s 5 -8.4123 0.0015 0.00s 6 -8.4118 0.0005 0.00s 0 -8.4118 6it 0.00s (initial population) Initial clusters = [ 289, 197, 227, ] 1 -227.0588 Inf 0.00s 2 -8.5190 218.5398 0.00s 3 -8.4922 0.0268 0.00s 4 -8.4791 0.0130 0.00s 5 -8.4684 0.0107 0.00s 6 -8.4594 0.0090 0.00s 7 -8.4532 0.0062 0.00s 8 -8.4493 0.0039 0.00s 9 -8.4465 0.0028 0.00s 10 -8.4442 0.0022 0.00s 11 -8.4423 0.0020 0.00s 12 -8.4405 0.0018 0.00s 13 -8.4387 0.0017 0.00s 14 -8.4371 0.0017 0.00s 15 -8.4354 0.0017 0.00s 16 -8.4337 0.0017 0.00s 17 -8.4321 0.0017 0.00s 18 -8.4304 0.0017 0.00s 19 -8.4287 0.0017 0.00s 20 -8.4271 0.0016 0.00s 21 -8.4255 0.0016 0.00s 22 -8.4239 0.0015 0.00s 23 -8.4225 0.0015 0.00s 24 -8.4211 0.0014 0.00s 25 -8.4198 0.0013 0.00s 26 -8.4187 0.0012 0.00s 27 -8.4176 0.0010 0.00s 28 -8.4167 0.0009 0.00s 0 -8.4167 28it 0.01s (initial population) Initial clusters = [ 180, 54, 160, ] 1 -259.4273 Inf 0.00s 2 -8.4611 250.9662 0.00s 3 -8.4467 0.0144 0.00s 4 -8.4398 0.0068 0.00s 5 -8.4344 0.0054 0.00s 6 -8.4301 0.0042 0.00s 7 -8.4269 0.0032 0.00s 8 -8.4243 0.0026 0.00s 9 -8.4220 0.0023 0.00s 10 -8.4199 0.0021 0.00s 11 -8.4181 0.0018 0.00s 12 -8.4165 0.0015 0.00s 13 -8.4153 0.0012 0.00s 14 -8.4143 0.0010 0.00s 0 -8.4143 14it 0.00s (initial population) Initial clusters = [ 115, 177, 87, ] 1 -254.5957 Inf 0.00s 2 -8.5080 246.0877 0.00s 3 -8.4856 0.0224 0.00s 4 -8.4789 0.0067 0.00s 5 -8.4747 0.0043 0.00s 6 -8.4710 0.0037 0.00s 7 -8.4674 0.0035 0.00s 8 -8.4640 0.0035 0.00s 9 -8.4606 0.0034 0.00s 10 -8.4574 0.0033 0.00s 11 -8.4542 0.0031 0.00s 12 -8.4512 0.0030 0.00s 13 -8.4482 0.0029 0.00s 14 -8.4454 0.0029 0.00s 15 -8.4426 0.0028 0.00s 16 -8.4399 0.0027 0.00s 17 -8.4373 0.0026 0.00s 18 -8.4348 0.0025 0.00s 19 -8.4324 0.0024 0.00s 20 -8.4300 0.0023 0.00s 21 -8.4278 0.0022 0.00s 22 -8.4257 0.0021 0.00s 23 -8.4237 0.0019 0.00s 24 -8.4220 0.0018 0.00s 25 -8.4204 0.0016 0.00s 26 -8.4190 0.0014 0.00s 27 -8.4178 0.0012 0.00s 28 -8.4167 0.0010 0.00s 29 -8.4159 0.0009 0.00s 0 -8.4159 29it 0.01s (initial population) Initial clusters = [ 155, 258, 150, ] 1 -395.7570 Inf 0.00s 2 -8.4789 387.2782 0.00s 3 -8.4721 0.0068 0.00s 4 -8.4699 0.0022 0.00s 5 -8.4679 0.0020 0.00s 6 -8.4655 0.0024 0.00s 7 -8.4624 0.0031 0.00s 8 -8.4584 0.0039 0.00s 9 -8.4538 0.0046 0.00s 10 -8.4490 0.0049 0.00s 11 -8.4440 0.0050 0.00s 12 -8.4391 0.0049 0.00s 13 -8.4346 0.0045 0.00s 14 -8.4311 0.0035 0.00s 15 -8.4287 0.0024 0.00s 16 -8.4271 0.0016 0.00s 17 -8.4259 0.0012 0.00s 18 -8.4249 0.0010 0.00s 19 -8.4240 0.0010 0.00s 0 -8.4240 19it 0.00s (initial population) Initial clusters = [ 292, 56, 144, ] 1 -245.0082 Inf 0.00s 2 -8.4605 236.5477 0.00s 3 -8.4430 0.0175 0.00s 4 -8.4380 0.0050 0.00s 5 -8.4351 0.0029 0.00s 6 -8.4330 0.0021 0.00s 7 -8.4313 0.0017 0.00s 8 -8.4298 0.0015 0.00s 9 -8.4285 0.0013 0.00s 10 -8.4272 0.0012 0.00s 11 -8.4260 0.0012 0.00s 12 -8.4249 0.0012 0.00s 13 -8.4237 0.0011 0.00s 14 -8.4226 0.0011 0.00s 15 -8.4215 0.0011 0.00s 16 -8.4204 0.0011 0.00s 17 -8.4194 0.0011 0.00s 18 -8.4183 0.0010 0.00s 19 -8.4173 0.0010 0.00s 0 -8.4173 19it 0.01s (initial population) 1 -10.3870 Inf 0.00s 2 -8.5646 1.8224 0.00s 3 -8.5481 0.0165 0.00s 4 -8.5403 0.0078 0.00s 5 -8.5319 0.0084 0.00s 6 -8.5213 0.0107 0.00s 7 -8.5096 0.0116 0.00s 8 -8.5004 0.0093 0.00s 9 -8.4952 0.0051 0.00s 10 -8.4930 0.0023 0.00s 11 -8.4920 0.0010 0.00s 1 0 -8.4920 11it 0.00s 1 -10.5332 Inf 0.00s 2 -8.5550 1.9781 0.00s 3 -8.5437 0.0113 0.00s 4 -8.5403 0.0034 0.00s 5 -8.5374 0.0029 0.00s 6 -8.5340 0.0035 0.00s 7 -8.5295 0.0044 0.00s 8 -8.5240 0.0055 0.00s 9 -8.5174 0.0066 0.00s 10 -8.5103 0.0071 0.00s 11 -8.5035 0.0068 0.00s 12 -8.4980 0.0054 0.00s 13 -8.4944 0.0037 0.00s 14 -8.4920 0.0023 0.00s 15 -8.4903 0.0017 0.00s 16 -8.4887 0.0016 0.00s 17 -8.4869 0.0018 0.00s 18 -8.4845 0.0024 0.00s 19 -8.4814 0.0031 0.00s 20 -8.4772 0.0042 0.00s 21 -8.4715 0.0057 0.00s 22 -8.4639 0.0076 0.00s 23 -8.4543 0.0096 0.00s 24 -8.4435 0.0109 0.00s 25 -8.4331 0.0103 0.00s 26 -8.4254 0.0078 0.00s 27 -8.4208 0.0046 0.00s 28 -8.4184 0.0024 0.00s 29 -8.4170 0.0014 0.00s 30 -8.4161 0.0009 0.00s 2 0 -8.4161 30it 0.01s 1 -9.4400 Inf 0.00s 2 -8.5080 0.9320 0.00s 3 -8.4960 0.0120 0.00s 4 -8.4887 0.0073 0.00s 5 -8.4821 0.0066 0.00s 6 -8.4759 0.0062 0.00s 7 -8.4700 0.0059 0.00s 8 -8.4645 0.0055 0.00s 9 -8.4595 0.0050 0.00s 10 -8.4548 0.0046 0.00s 11 -8.4505 0.0044 0.00s 12 -8.4462 0.0043 0.00s 13 -8.4421 0.0041 0.00s 14 -8.4382 0.0039 0.00s 15 -8.4346 0.0035 0.00s 16 -8.4316 0.0030 0.00s 17 -8.4291 0.0025 0.00s 18 -8.4271 0.0020 0.00s 19 -8.4254 0.0017 0.00s 20 -8.4240 0.0014 0.00s 21 -8.4228 0.0012 0.00s 22 -8.4217 0.0011 0.00s 23 -8.4206 0.0011 0.00s 24 -8.4196 0.0010 0.00s 25 -8.4186 0.0010 0.00s 26 -8.4176 0.0010 0.00s 3 1 -8.4176 26it 0.01s 1 -8.5725 Inf 0.00s 2 -8.4205 0.1520 0.00s 3 -8.4170 0.0035 0.00s 4 -8.4153 0.0017 0.00s 5 -8.4143 0.0010 0.00s 6 -8.4136 0.0007 0.00s 4 2 -8.4136 6it 0.00s 1 -10.8575 Inf 0.00s 2 -8.5445 2.3129 0.00s 3 -8.5203 0.0242 0.00s 4 -8.5102 0.0101 0.00s 5 -8.5025 0.0077 0.00s 6 -8.4955 0.0071 0.00s 7 -8.4884 0.0070 0.00s 8 -8.4812 0.0073 0.00s 9 -8.4734 0.0077 0.00s 10 -8.4652 0.0082 0.00s 11 -8.4566 0.0086 0.00s 12 -8.4480 0.0086 0.00s 13 -8.4399 0.0081 0.00s 14 -8.4327 0.0071 0.00s 15 -8.4267 0.0060 0.00s 16 -8.4217 0.0050 0.00s 17 -8.4178 0.0040 0.00s 18 -8.4149 0.0029 0.00s 19 -8.4131 0.0018 0.00s 20 -8.4121 0.0010 0.00s 5 3 -8.4121 20it 0.00s 1 -9.6950 Inf 0.00s 2 -8.5010 1.1940 0.00s 3 -8.5005 0.0005 0.00s 6 4 -8.5005 3it 0.00s 1 -8.5982 Inf 0.00s 2 -8.4228 0.1754 0.00s 3 -8.4201 0.0027 0.00s 4 -8.4187 0.0014 0.00s 5 -8.4176 0.0011 0.00s 6 -8.4166 0.0010 0.00s 7 5 -8.4166 6it 0.00s 1 -8.5611 Inf 0.00s 2 -8.4195 0.1416 0.00s 3 -8.4140 0.0055 0.00s 4 -8.4125 0.0015 0.00s 5 -8.4120 0.0005 0.00s 8 6 -8.4120 5it 0.00s 1 -9.5141 Inf 0.00s 2 -8.4924 1.0217 0.00s 3 -8.4818 0.0106 0.00s 4 -8.4788 0.0030 0.00s 5 -8.4769 0.0019 0.00s 6 -8.4750 0.0020 0.00s 7 -8.4727 0.0022 0.00s 8 -8.4702 0.0026 0.00s 9 -8.4673 0.0029 0.00s 10 -8.4640 0.0032 0.00s 11 -8.4605 0.0036 0.00s 12 -8.4566 0.0038 0.00s 13 -8.4526 0.0040 0.00s 14 -8.4484 0.0042 0.00s 15 -8.4442 0.0042 0.00s 16 -8.4401 0.0042 0.00s 17 -8.4360 0.0041 0.00s 18 -8.4320 0.0039 0.00s 19 -8.4283 0.0037 0.00s 20 -8.4249 0.0034 0.00s 21 -8.4220 0.0030 0.00s 22 -8.4195 0.0025 0.00s 23 -8.4175 0.0020 0.00s 24 -8.4159 0.0015 0.00s 25 -8.4148 0.0011 0.00s 26 -8.4140 0.0008 0.00s 9 7 -8.4140 26it 0.01s 1 -8.7824 Inf 0.00s 2 -8.4302 0.3523 0.00s 3 -8.4236 0.0066 0.00s 4 -8.4199 0.0037 0.00s 5 -8.4173 0.0026 0.00s 6 -8.4155 0.0018 0.00s 7 -8.4143 0.0012 0.00s 8 -8.4135 0.0008 0.00s 10 8 -8.4135 8it 0.00s 1 -9.1424 Inf 0.00s 2 -8.4776 0.6648 0.00s 3 -8.4624 0.0152 0.00s 4 -8.4502 0.0122 0.00s 5 -8.4395 0.0107 0.00s 6 -8.4312 0.0083 0.00s 7 -8.4252 0.0060 0.00s 8 -8.4208 0.0044 0.00s 9 -8.4176 0.0032 0.00s 10 -8.4153 0.0023 0.00s 11 -8.4138 0.0015 0.00s 12 -8.4128 0.0010 0.00s 11 9 -8.4128 12it 0.01s 1 -8.5235 Inf 0.00s 2 -8.4192 0.1043 0.00s 3 -8.4156 0.0036 0.00s 4 -8.4135 0.0021 0.00s 5 -8.4123 0.0012 0.00s 6 -8.4118 0.0006 0.00s 12 10 -8.4118 6it 0.00s 1 -9.5620 Inf 0.00s 2 -8.4866 1.0754 0.00s 3 -8.4692 0.0174 0.00s 4 -8.4574 0.0118 0.00s 5 -8.4485 0.0089 0.00s 6 -8.4412 0.0073 0.00s 7 -8.4350 0.0062 0.00s 8 -8.4295 0.0055 0.00s 9 -8.4246 0.0049 0.00s 10 -8.4203 0.0043 0.00s 11 -8.4168 0.0035 0.00s 12 -8.4142 0.0026 0.00s 13 -8.4126 0.0016 0.00s 14 -8.4118 0.0008 0.00s 13 11 -8.4118 14it 0.00s 1 -9.4706 Inf 0.00s 2 -8.5187 0.9519 0.00s 3 -8.5126 0.0061 0.00s 4 -8.5120 0.0006 0.00s 14 12 -8.5120 4it 0.00s 1 -9.8572 Inf 0.00s 2 -8.5089 1.3483 0.00s 3 -8.4855 0.0234 0.00s 4 -8.4702 0.0153 0.00s 5 -8.4596 0.0106 0.00s 6 -8.4516 0.0080 0.00s 7 -8.4451 0.0065 0.00s 8 -8.4397 0.0054 0.00s 9 -8.4352 0.0044 0.00s 10 -8.4315 0.0038 0.00s 11 -8.4282 0.0033 0.00s 12 -8.4252 0.0029 0.00s 13 -8.4226 0.0026 0.00s 14 -8.4203 0.0023 0.00s 15 -8.4183 0.0020 0.00s 16 -8.4167 0.0016 0.00s 17 -8.4154 0.0013 0.00s 18 -8.4144 0.0010 0.00s 15 13 -8.4144 18it 0.00s 1 -9.4675 Inf 0.00s 2 -8.5005 0.9671 0.00s 3 -8.4994 0.0010 0.00s 4 -8.4990 0.0004 0.00s 16 14 -8.4990 4it 0.00s 1 -9.2670 Inf 0.00s 2 -8.5030 0.7640 0.00s 3 -8.4957 0.0073 0.00s 4 -8.4923 0.0034 0.00s 5 -8.4888 0.0035 0.00s 6 -8.4848 0.0040 0.00s 7 -8.4805 0.0043 0.00s 8 -8.4760 0.0045 0.00s 9 -8.4715 0.0045 0.00s 10 -8.4669 0.0047 0.00s 11 -8.4616 0.0052 0.00s 12 -8.4555 0.0062 0.00s 13 -8.4483 0.0071 0.00s 14 -8.4409 0.0075 0.00s 15 -8.4341 0.0068 0.00s 16 -8.4289 0.0053 0.00s 17 -8.4252 0.0037 0.00s 18 -8.4225 0.0026 0.00s 19 -8.4205 0.0020 0.00s 20 -8.4189 0.0016 0.00s 21 -8.4176 0.0013 0.00s 22 -8.4165 0.0011 0.00s 23 -8.4156 0.0009 0.00s 17 15 -8.4156 23it 0.01s Initial clusters = [ 84, 179, 117, ] 1 -186.6016 Inf 8.64s 2 -8.4913 178.1103 0.00s 3 -8.4734 0.0180 0.00s 4 -8.4702 0.0031 0.00s 5 -8.4690 0.0012 0.00s 6 -8.4682 0.0008 0.00s Initial clusters = [ 84, 179, 117, ] 1 -186.6016 Inf 0.00s 2 -8.4913 178.1103 0.00s 3 -8.4734 0.0180 0.00s 4 -8.4702 0.0031 0.00s 5 -8.4690 0.0012 0.00s 6 -8.4682 0.0008 0.00s 0 -8.4682 6it 0.00s (initial solution) Initial clusters = [ 142, 233, 161, ] 1 -244.9465 Inf 0.00s 2 -8.5031 236.4434 0.00s 3 -8.4794 0.0237 0.00s 4 -8.4730 0.0064 0.00s 5 -8.4696 0.0034 0.00s 6 -8.4669 0.0027 0.00s 7 -8.4644 0.0025 0.00s 8 -8.4619 0.0026 0.00s 9 -8.4592 0.0027 0.00s 10 -8.4563 0.0029 0.00s 11 -8.4532 0.0030 0.00s 12 -8.4502 0.0031 0.00s 13 -8.4471 0.0031 0.00s 14 -8.4441 0.0030 0.00s 15 -8.4412 0.0029 0.00s 16 -8.4385 0.0027 0.00s 17 -8.4359 0.0026 0.00s 18 -8.4335 0.0024 0.00s 19 -8.4312 0.0023 0.00s 20 -8.4290 0.0022 0.00s 21 -8.4269 0.0021 0.00s 22 -8.4249 0.0020 0.00s 23 -8.4231 0.0019 0.00s 24 -8.4213 0.0017 0.00s 25 -8.4198 0.0016 0.00s 26 -8.4184 0.0014 0.00s 27 -8.4172 0.0012 0.00s 28 -8.4161 0.0011 0.00s 29 -8.4152 0.0009 0.00s 1 -8.4152 29it 0.01s (new best) Initial clusters = [ 281, 115, 274, ] 1 -229.8358 Inf 0.00s 2 -8.4886 221.3472 0.00s 3 -8.4628 0.0258 0.00s 4 -8.4477 0.0151 0.00s 5 -8.4350 0.0127 0.00s 6 -8.4255 0.0095 0.00s 7 -8.4198 0.0057 0.00s 8 -8.4165 0.0032 0.00s 9 -8.4146 0.0019 0.00s 10 -8.4134 0.0012 0.00s 11 -8.4126 0.0008 0.00s 2 -8.4126 11it 0.00s (new best) Initial clusters = [ 49, 253, 81, ] 1 -252.1644 Inf 0.00s 2 -8.4993 243.6651 0.00s 3 -8.4901 0.0092 0.00s 4 -8.4899 0.0002 0.00s 3 -8.4899 4it 0.00s Initial clusters = [ 277, 45, 80, ] 1 -207.2153 Inf 0.00s 2 -8.4972 198.7181 0.00s 3 -8.4900 0.0072 0.00s 4 -8.4903 0.0003 0.00s 4 -8.4903 4it 0.00s Initial clusters = [ 157, 83, 235, ] 1 -184.0531 Inf 0.00s 2 -8.4780 175.5751 0.00s 3 -8.4521 0.0259 0.00s 4 -8.4410 0.0111 0.00s 5 -8.4328 0.0082 0.00s 6 -8.4262 0.0066 0.00s 7 -8.4210 0.0052 0.00s 8 -8.4171 0.0039 0.00s 9 -8.4143 0.0027 0.00s 10 -8.4126 0.0017 0.00s 11 -8.4116 0.0010 0.00s 12 -8.4110 0.0006 0.00s 5 -8.4110 12it 0.00s (new best) Initial clusters = [ 264, 26, 68, ] 1 -210.9969 Inf 0.00s 2 -8.5153 202.4816 0.00s 3 -8.4910 0.0243 0.00s 4 -8.4861 0.0049 0.00s 5 -8.4840 0.0021 0.00s 6 -8.4825 0.0014 0.00s 7 -8.4813 0.0012 0.00s 8 -8.4802 0.0011 0.00s 9 -8.4792 0.0010 0.00s 10 -8.4782 0.0010 0.00s 6 -8.4782 10it 0.00s Initial clusters = [ 59, 123, 233, ] 1 -240.3711 Inf 0.00s 2 -8.5008 231.8702 0.00s 3 -8.4838 0.0171 0.00s 4 -8.4800 0.0038 0.00s 5 -8.4787 0.0013 0.00s 6 -8.4782 0.0005 0.00s 7 -8.4782 6it 0.00s Initial clusters = [ 289, 215, 4, ] 1 -232.5155 Inf 0.00s 2 -8.5200 223.9955 0.00s 3 -8.4998 0.0202 0.00s 4 -8.4931 0.0067 0.00s 5 -8.4894 0.0037 0.00s 6 -8.4869 0.0024 0.00s 7 -8.4853 0.0016 0.00s 8 -8.4842 0.0011 0.00s 9 -8.4835 0.0008 0.00s 8 -8.4835 9it 0.00s Initial clusters = [ 269, 65, 262, ] 1 -130.7393 Inf 0.00s 2 -8.4499 122.2894 0.00s 3 -8.4337 0.0162 0.00s 4 -8.4285 0.0052 0.00s 5 -8.4246 0.0039 0.00s 6 -8.4210 0.0036 0.00s 7 -8.4177 0.0033 0.00s 8 -8.4149 0.0028 0.00s 9 -8.4128 0.0021 0.00s 10 -8.4115 0.0013 0.00s 11 -8.4108 0.0007 0.00s 9 -8.4108 11it 0.00s (new best) Initial clusters = [ 285, 39, 163, ] 1 -172.4556 Inf 0.00s 2 -8.4572 163.9984 0.00s 3 -8.4444 0.0128 0.00s 4 -8.4410 0.0034 0.00s 5 -8.4384 0.0026 0.00s 6 -8.4359 0.0026 0.00s 7 -8.4332 0.0027 0.00s 8 -8.4304 0.0027 0.00s 9 -8.4278 0.0027 0.00s 10 -8.4252 0.0026 0.00s 11 -8.4227 0.0025 0.00s 12 -8.4205 0.0023 0.00s 13 -8.4184 0.0020 0.00s 14 -8.4167 0.0018 0.00s 15 -8.4152 0.0015 0.00s 16 -8.4140 0.0012 0.00s 17 -8.4131 0.0009 0.00s 10 -8.4131 17it 0.00s Initial clusters = [ 99, 103, 220, ] 1 -221.7635 Inf 0.00s 2 -8.5136 213.2499 0.00s 3 -8.4905 0.0231 0.00s 4 -8.4835 0.0070 0.00s 5 -8.4801 0.0034 0.00s 6 -8.4781 0.0020 0.00s 7 -8.4767 0.0014 0.00s 8 -8.4756 0.0011 0.00s 9 -8.4748 0.0009 0.00s 11 -8.4748 9it 0.00s Initial clusters = [ 106, 255, 147, ] 1 -203.5911 Inf 0.00s 2 -8.4716 195.1195 0.00s 3 -8.4539 0.0177 0.00s 4 -8.4492 0.0047 0.00s 5 -8.4461 0.0031 0.00s 6 -8.4432 0.0029 0.00s 7 -8.4403 0.0029 0.00s 8 -8.4373 0.0030 0.00s 9 -8.4342 0.0030 0.00s 10 -8.4314 0.0029 0.00s 11 -8.4288 0.0026 0.00s 12 -8.4267 0.0022 0.00s 13 -8.4249 0.0018 0.00s 14 -8.4234 0.0015 0.00s 15 -8.4221 0.0013 0.00s 16 -8.4209 0.0012 0.00s 17 -8.4197 0.0012 0.00s 18 -8.4185 0.0011 0.00s 19 -8.4174 0.0011 0.00s 20 -8.4163 0.0011 0.00s 21 -8.4153 0.0010 0.00s 22 -8.4144 0.0009 0.00s 12 -8.4144 22it 0.01s Initial clusters = [ 184, 91, 1, ] 1 -192.8661 Inf 0.00s 2 -8.5048 184.3614 0.00s 3 -8.4833 0.0215 0.02s 4 -8.4774 0.0059 0.00s 5 -8.4748 0.0026 0.00s 6 -8.4732 0.0015 0.00s 7 -8.4721 0.0011 0.00s 8 -8.4712 0.0010 0.00s 13 -8.4712 8it 0.02s Initial clusters = [ 290, 7, 217, ] 1 -207.0253 Inf 0.00s 2 -8.5084 198.5169 0.00s 3 -8.4895 0.0189 0.00s 4 -8.4874 0.0021 0.00s 5 -8.4869 0.0005 0.00s 14 -8.4869 5it 0.00s Initial clusters = [ 249, 93, 149, ] 1 -334.1405 Inf 0.00s 2 -8.5090 325.6315 0.00s 3 -8.4981 0.0109 0.00s 4 -8.4958 0.0024 0.00s 5 -8.4945 0.0013 0.00s 6 -8.4929 0.0016 0.00s 7 -8.4904 0.0025 0.00s 8 -8.4868 0.0036 0.00s 9 -8.4826 0.0042 0.00s 10 -8.4791 0.0035 0.00s 11 -8.4766 0.0024 0.00s 12 -8.4747 0.0019 0.00s 13 -8.4730 0.0017 0.00s 14 -8.4713 0.0017 0.00s 15 -8.4695 0.0018 0.00s 16 -8.4676 0.0019 0.00s 17 -8.4656 0.0020 0.00s 18 -8.4635 0.0022 0.00s 19 -8.4611 0.0024 0.00s 20 -8.4584 0.0026 0.00s 21 -8.4556 0.0028 0.00s 22 -8.4526 0.0030 0.00s 23 -8.4495 0.0031 0.00s 24 -8.4464 0.0031 0.00s 25 -8.4435 0.0029 0.00s 26 -8.4407 0.0028 0.00s 27 -8.4381 0.0026 0.00s 28 -8.4357 0.0024 0.00s 29 -8.4334 0.0023 0.00s 30 -8.4311 0.0022 0.00s 31 -8.4290 0.0021 0.00s 32 -8.4270 0.0020 0.00s 33 -8.4250 0.0019 0.00s 34 -8.4232 0.0018 0.00s 35 -8.4215 0.0017 0.00s 36 -8.4200 0.0015 0.00s 37 -8.4186 0.0014 0.00s 38 -8.4173 0.0012 0.00s 39 -8.4163 0.0011 0.00s 40 -8.4154 0.0009 0.00s 15 -8.4154 40it 0.01s Initial clusters = [ 71, 35, 27, ] 1 -186.9679 Inf 0.00s 2 -8.5039 178.4640 0.00s 3 -8.4842 0.0198 0.00s 4 -8.4802 0.0040 0.00s 5 -8.4785 0.0017 0.00s 6 -8.4775 0.0010 0.00s 7 -8.4766 0.0008 0.00s 16 -8.4766 7it 0.00s Initial clusters = [ 291, 131, 260, ] 1 -239.2134 Inf 0.00s 2 -8.5446 230.6688 0.00s 3 -8.5101 0.0345 0.00s 4 -8.5046 0.0055 0.00s 5 -8.5038 0.0008 0.00s 17 -8.5038 5it 0.00s Initial clusters = [ 66, 106, 73, ] 1 -227.9357 Inf 0.00s 2 -8.4683 219.4674 0.00s 3 -8.4555 0.0128 0.00s 4 -8.4504 0.0051 0.00s 5 -8.4473 0.0031 0.00s 6 -8.4454 0.0019 0.00s 7 -8.4441 0.0013 0.00s 8 -8.4431 0.0009 0.00s 18 -8.4431 8it 0.00s Initial clusters = [ 153, 276, 20, ] 1 -242.7830 Inf 0.00s 2 -8.4513 234.3317 0.00s 3 -8.4349 0.0165 0.00s 4 -8.4307 0.0042 0.00s 5 -8.4281 0.0026 0.00s 6 -8.4259 0.0022 0.00s 7 -8.4240 0.0020 0.00s 8 -8.4222 0.0018 0.00s 9 -8.4205 0.0016 0.00s 10 -8.4191 0.0015 0.00s 11 -8.4178 0.0013 0.00s 12 -8.4166 0.0011 0.00s 13 -8.4156 0.0010 0.00s 19 -8.4156 13it 0.00s Initial clusters = [ 110, 242, 27, ] 1 -272.0511 Inf 0.00s 2 -8.5348 263.5164 0.00s 3 -8.5097 0.0251 0.00s 4 -8.5027 0.0069 0.00s 5 -8.4988 0.0039 0.00s 6 -8.4960 0.0028 0.00s 7 -8.4937 0.0022 0.00s 8 -8.4921 0.0016 0.00s 9 -8.4912 0.0009 0.00s 20 -8.4912 9it 0.00s Initial clusters = [ 198, 138, 116, ] 1 -254.7316 Inf 0.00s 2 -8.5631 246.1684 0.00s 3 -8.5897 0.0265 0.00s 4 -8.6256 0.0359 0.00s 5 -8.6188 0.0068 0.00s 6 -8.6065 0.0123 0.00s 7 -8.5939 0.0126 0.00s 8 -8.5847 0.0092 0.00s 9 -8.5762 0.0085 0.00s 10 -8.5673 0.0088 0.00s 11 -8.5581 0.0092 0.00s 12 -8.5491 0.0090 0.00s 13 -8.5408 0.0083 0.00s 14 -8.5333 0.0075 0.00s 15 -8.5265 0.0068 0.00s 16 -8.5202 0.0063 0.00s 17 -8.5143 0.0060 0.00s 18 -8.5084 0.0059 0.00s 19 -8.5024 0.0060 0.00s 20 -8.4960 0.0064 0.00s 21 -8.4891 0.0069 0.00s 22 -8.4816 0.0075 0.00s 23 -8.4736 0.0080 0.00s 24 -8.4654 0.0082 0.00s 25 -8.4576 0.0078 0.00s 26 -8.4507 0.0069 0.00s 27 -8.4450 0.0057 0.00s 28 -8.4403 0.0047 0.00s 29 -8.4362 0.0041 0.00s 30 -8.4326 0.0036 0.00s 31 -8.4293 0.0033 0.00s 32 -8.4263 0.0030 0.00s 33 -8.4236 0.0027 0.00s 34 -8.4212 0.0024 0.00s 35 -8.4190 0.0021 0.00s 36 -8.4172 0.0018 0.00s 37 -8.4156 0.0015 0.00s 38 -8.4144 0.0013 0.00s 39 -8.4134 0.0010 0.00s 21 -8.4134 39it 0.01s Initial clusters = [ 92, 192, 4, ] 1 -449.1748 Inf 0.00s 2 -8.4997 440.6752 0.01s 3 -8.4801 0.0196 0.00s 4 -8.4755 0.0046 0.00s 5 -8.4730 0.0025 0.00s 6 -8.4705 0.0025 0.00s 7 -8.4674 0.0031 0.00s 8 -8.4635 0.0039 0.00s 9 -8.4587 0.0048 0.00s 10 -8.4532 0.0056 0.00s 11 -8.4470 0.0061 0.00s 12 -8.4406 0.0064 0.00s 13 -8.4343 0.0063 0.00s 14 -8.4285 0.0058 0.00s 15 -8.4236 0.0048 0.00s 16 -8.4200 0.0036 0.00s 17 -8.4175 0.0025 0.00s 18 -8.4158 0.0017 0.00s 19 -8.4146 0.0012 0.00s 20 -8.4137 0.0009 0.00s 22 -8.4137 20it 0.02s Initial clusters = [ 48, 56, 57, ] 1 -311.6785 Inf 0.00s 2 -8.5094 303.1690 0.00s 3 -8.5065 0.0030 0.00s 4 -8.5095 0.0031 0.00s 5 -8.5124 0.0029 0.00s 6 -8.5148 0.0024 0.00s 7 -8.5168 0.0020 0.00s 8 -8.5185 0.0017 0.00s 9 -8.5199 0.0014 0.00s 10 -8.5210 0.0012 0.00s 11 -8.5220 0.0010 0.00s 23 -8.5220 11it 0.00s Initial clusters = [ 75, 17, 163, ] 1 -322.8578 Inf 0.00s 2 -8.5290 314.3288 0.00s 3 -8.5029 0.0260 0.00s 4 -8.4954 0.0076 0.00s 5 -8.4912 0.0042 0.00s 6 -8.4880 0.0032 0.00s 7 -8.4851 0.0029 0.00s 8 -8.4823 0.0028 0.00s 9 -8.4796 0.0028 0.00s 10 -8.4768 0.0028 0.00s 11 -8.4739 0.0029 0.00s 12 -8.4709 0.0030 0.00s 13 -8.4677 0.0032 0.00s 14 -8.4642 0.0035 0.00s 15 -8.4604 0.0038 0.00s 16 -8.4562 0.0042 0.00s 17 -8.4515 0.0047 0.00s 18 -8.4464 0.0051 0.00s 19 -8.4410 0.0054 0.00s 20 -8.4354 0.0055 0.00s 21 -8.4300 0.0054 0.00s 22 -8.4249 0.0051 0.00s 23 -8.4203 0.0046 0.00s 24 -8.4165 0.0038 0.00s 25 -8.4137 0.0028 0.00s 26 -8.4120 0.0017 0.00s 27 -8.4112 0.0009 0.00s 24 -8.4112 27it 0.01s Initial clusters = [ 246, 116, 15, ] 1 -206.2222 Inf 0.00s 2 -8.6097 197.6125 0.00s 3 -8.5597 0.0500 0.00s 4 -8.5328 0.0269 0.00s 5 -8.5121 0.0207 0.00s 6 -8.4858 0.0263 0.00s 7 -8.4735 0.0123 0.00s 8 -8.4646 0.0089 0.00s 9 -8.4574 0.0072 0.00s 10 -8.4511 0.0063 0.00s 11 -8.4454 0.0057 0.00s 12 -8.4401 0.0053 0.00s 13 -8.4352 0.0049 0.00s 14 -8.4307 0.0045 0.00s 15 -8.4267 0.0040 0.00s 16 -8.4231 0.0035 0.00s 17 -8.4201 0.0030 0.00s 18 -8.4176 0.0025 0.00s 19 -8.4156 0.0020 0.00s 20 -8.4140 0.0016 0.00s 21 -8.4128 0.0012 0.00s 22 -8.4120 0.0009 0.00s 25 -8.4120 22it 0.01s Initial clusters = [ 225, 287, 203, ] 1 -223.2711 Inf 0.00s 2 -8.4317 214.8394 0.00s 3 -8.4179 0.0138 0.00s 4 -8.4148 0.0031 0.00s 5 -8.4132 0.0016 0.00s 6 -8.4122 0.0010 0.00s 7 -8.4115 0.0007 0.00s 26 -8.4115 7it 0.00s Initial clusters = [ 295, 242, 265, ] 1 -350.1859 Inf 0.00s 2 -8.5037 341.6822 0.00s 3 -8.4896 0.0141 0.00s 4 -8.4865 0.0031 0.00s 5 -8.4850 0.0015 0.00s 6 -8.4838 0.0012 0.00s 7 -8.4828 0.0010 0.00s 8 -8.4818 0.0010 0.00s 27 -8.4818 8it 0.00s Initial clusters = [ 97, 252, 178, ] 1 -183.0558 Inf 0.00s 2 -8.4770 174.5788 0.00s 3 -8.4526 0.0244 0.00s 4 -8.4438 0.0088 0.00s 5 -8.4377 0.0061 0.00s 6 -8.4327 0.0050 0.00s 7 -8.4286 0.0042 0.00s 8 -8.4251 0.0035 0.00s 9 -8.4222 0.0029 0.00s 10 -8.4198 0.0024 0.00s 11 -8.4178 0.0020 0.00s 12 -8.4161 0.0017 0.00s 13 -8.4146 0.0014 0.00s 14 -8.4135 0.0011 0.00s 15 -8.4126 0.0009 0.00s 28 -8.4126 15it 0.00s Initial clusters = [ 91, 147, 275, ] 1 -285.8723 Inf 0.00s 2 -8.5020 277.3703 0.00s 3 -8.4711 0.0309 0.00s 4 -8.4628 0.0084 0.00s 5 -8.4596 0.0031 0.00s 6 -8.4580 0.0016 0.00s 7 -8.4567 0.0013 0.00s 8 -8.4553 0.0014 0.00s 9 -8.4537 0.0016 0.00s 10 -8.4519 0.0017 0.00s 11 -8.4501 0.0018 0.00s 12 -8.4482 0.0019 0.00s 13 -8.4464 0.0019 0.00s 14 -8.4445 0.0019 0.00s 15 -8.4426 0.0019 0.00s 16 -8.4406 0.0020 0.00s 17 -8.4385 0.0021 0.00s 18 -8.4363 0.0023 0.00s 19 -8.4338 0.0025 0.00s 20 -8.4311 0.0027 0.00s 21 -8.4283 0.0029 0.00s 22 -8.4253 0.0030 0.00s 23 -8.4222 0.0031 0.00s 24 -8.4192 0.0030 0.00s 25 -8.4165 0.0027 0.00s 26 -8.4143 0.0022 0.00s 27 -8.4127 0.0016 0.00s 28 -8.4116 0.0011 0.00s 29 -8.4109 0.0007 0.00s 29 -8.4109 29it 0.07s Initial clusters = [ 67, 272, 132, ] 1 -170.7721 Inf 0.00s 2 -8.4992 162.2729 0.00s 3 -8.4764 0.0228 0.00s 4 -8.4698 0.0067 0.00s 5 -8.4660 0.0037 0.00s 6 -8.4628 0.0032 0.00s 7 -8.4596 0.0032 0.00s 8 -8.4562 0.0034 0.00s 9 -8.4525 0.0036 0.00s 10 -8.4487 0.0038 0.00s 11 -8.4449 0.0039 0.00s 12 -8.4409 0.0039 0.00s 13 -8.4370 0.0040 0.00s 14 -8.4330 0.0040 0.00s 15 -8.4290 0.0040 0.00s 16 -8.4250 0.0040 0.00s 17 -8.4212 0.0038 0.00s 18 -8.4178 0.0034 0.00s 19 -8.4150 0.0028 0.00s 20 -8.4130 0.0019 0.00s 21 -8.4119 0.0012 0.00s 22 -8.4112 0.0006 0.00s 30 -8.4112 22it 0.01s Initial clusters = [ 84, 179, 117, ] 1 -186.6016 Inf 0.00s 2 -8.4913 178.1103 0.00s 3 -8.4734 0.0180 0.00s 4 -8.4702 0.0031 0.00s 5 -8.4690 0.0012 0.00s 6 -8.4682 0.0008 0.00s 0 0 -8.4682 6it 0.00s (initial solution) 1 -9.3069 Inf 0.00s 2 -8.5356 0.7713 0.00s 3 -8.5143 0.0213 0.00s 4 -8.4940 0.0203 0.00s 5 -8.4736 0.0203 0.00s 6 -8.4587 0.0150 0.00s 7 -8.4496 0.0091 0.00s 8 -8.4433 0.0063 0.00s 9 -8.4380 0.0052 0.00s 10 -8.4334 0.0047 0.00s 11 -8.4291 0.0043 0.00s 12 -8.4252 0.0039 0.00s 13 -8.4217 0.0034 0.00s 14 -8.4188 0.0029 0.00s 15 -8.4166 0.0023 0.00s 16 -8.4149 0.0017 0.00s 17 -8.4137 0.0012 0.00s 18 -8.4128 0.0008 0.00s 1 0 -8.4128 18it 0.00s (new best) 1 -9.5161 Inf 0.00s 2 -8.5574 0.9587 0.00s 3 -8.4990 0.0584 0.00s 4 -8.4756 0.0234 0.00s 5 -8.4621 0.0135 0.00s 6 -8.4496 0.0125 0.00s 7 -8.4374 0.0123 0.00s 8 -8.4272 0.0102 0.00s 9 -8.4204 0.0067 0.00s 10 -8.4167 0.0038 0.00s 11 -8.4146 0.0021 0.00s 12 -8.4133 0.0013 0.00s 13 -8.4124 0.0008 0.00s 2 0 -8.4124 13it 0.00s (new best) 1 -8.6306 Inf 0.00s 2 -8.4195 0.2111 0.00s 3 -8.4164 0.0030 0.00s 4 -8.4147 0.0017 0.00s 5 -8.4135 0.0012 0.00s 6 -8.4126 0.0009 0.00s 3 0 -8.4126 6it 0.00s 1 -9.2620 Inf 0.00s 2 -8.5400 0.7220 0.00s 3 -8.5503 0.0103 0.00s 4 -8.5561 0.0058 0.00s 5 -8.5541 0.0020 0.00s 6 -8.5533 0.0008 0.00s 4 1 -8.5533 6it 0.00s 1 -9.2645 Inf 0.00s 2 -8.5308 0.7337 0.00s 3 -8.5275 0.0033 0.00s 4 -8.5229 0.0047 0.00s 5 -8.5140 0.0089 0.00s 6 -8.5016 0.0124 0.00s 7 -8.4892 0.0123 0.00s 8 -8.4788 0.0105 0.00s 9 -8.4702 0.0086 0.00s 10 -8.4630 0.0072 0.00s 11 -8.4568 0.0062 0.00s 12 -8.4514 0.0054 0.00s 13 -8.4466 0.0048 0.00s 14 -8.4423 0.0043 0.00s 15 -8.4383 0.0040 0.00s 16 -8.4346 0.0037 0.00s 17 -8.4311 0.0035 0.00s 18 -8.4277 0.0033 0.00s 19 -8.4247 0.0031 0.00s 20 -8.4219 0.0028 0.00s 21 -8.4194 0.0025 0.00s 22 -8.4174 0.0021 0.00s 23 -8.4157 0.0017 0.00s 24 -8.4144 0.0013 0.00s 25 -8.4134 0.0010 0.00s 5 2 -8.4134 25it 0.01s 1 -8.5979 Inf 0.00s 2 -8.4193 0.1785 0.00s 3 -8.4162 0.0032 0.00s 4 -8.4147 0.0015 0.00s 5 -8.4137 0.0010 0.00s 6 -8.4130 0.0007 0.00s 6 3 -8.4130 6it 0.01s 1 -8.6088 Inf 0.00s 2 -8.4295 0.1794 0.00s 3 -8.4181 0.0114 0.00s 4 -8.4141 0.0039 0.00s 5 -8.4127 0.0015 0.00s 6 -8.4119 0.0007 0.00s 7 4 -8.4119 6it 0.00s (new best) 1 -9.4266 Inf 0.00s 2 -8.5004 0.9262 0.00s 3 -8.4990 0.0015 0.00s 4 -8.4987 0.0003 0.00s 8 0 -8.4987 4it 0.00s 1 -9.4762 Inf 0.00s 2 -8.6137 0.8625 0.00s 3 -8.6097 0.0041 0.00s 4 -8.5955 0.0141 0.00s 5 -8.5951 0.0005 0.00s 9 1 -8.5951 5it 0.00s 1 -8.5835 Inf 0.00s 2 -8.4285 0.1550 0.00s 3 -8.4195 0.0090 0.00s 4 -8.4153 0.0042 0.00s 5 -8.4135 0.0018 0.00s 6 -8.4127 0.0008 0.00s 10 2 -8.4127 6it 0.00s 1 -9.6093 Inf 0.00s 2 -8.5633 1.0459 0.00s 3 -8.6127 0.0494 0.00s 4 -8.5760 0.0368 0.00s 5 -8.5395 0.0365 0.00s 6 -8.5176 0.0219 0.00s 7 -8.5043 0.0133 0.00s 8 -8.4918 0.0124 0.00s 9 -8.4787 0.0132 0.00s 10 -8.4650 0.0137 0.00s 11 -8.4528 0.0122 0.00s 12 -8.4439 0.0089 0.00s 13 -8.4384 0.0055 0.00s 14 -8.4352 0.0032 0.00s 15 -8.4332 0.0020 0.00s 16 -8.4318 0.0014 0.00s 17 -8.4307 0.0011 0.00s 18 -8.4298 0.0009 0.00s 11 3 -8.4298 18it 0.01s 1 -9.2627 Inf 0.00s 2 -8.5006 0.7621 0.00s 3 -8.4975 0.0031 0.00s 4 -8.4968 0.0007 0.00s 12 4 -8.4968 4it 0.00s 1 -10.5413 Inf 0.00s 2 -8.5799 1.9614 0.00s 3 -8.5602 0.0197 0.00s 4 -8.5552 0.0050 0.00s 5 -8.5540 0.0011 0.00s 6 -8.5545 0.0004 0.00s 13 5 -8.5545 6it 0.00s 1 -8.4445 Inf 0.00s 2 -8.4151 0.0294 0.00s 3 -8.4128 0.0022 0.00s 4 -8.4118 0.0011 0.00s 5 -8.4112 0.0006 0.00s 14 6 -8.4112 5it 0.00s (new best) 1 -8.5814 Inf 0.00s 2 -8.4179 0.1635 0.00s 3 -8.4138 0.0041 0.00s 4 -8.4118 0.0020 0.00s 5 -8.4109 0.0010 0.00s 15 0 -8.4109 5it 0.00s (new best) 1 -10.2881 Inf 0.00s 2 -8.5567 1.7314 0.00s 3 -8.5489 0.0078 0.00s 4 -8.5511 0.0022 0.00s 5 -8.5448 0.0063 0.00s 6 -8.5154 0.0295 0.00s 7 -8.4927 0.0226 0.00s 8 -8.4776 0.0152 0.00s 9 -8.4664 0.0112 0.00s 10 -8.4557 0.0106 0.00s 11 -8.4451 0.0106 0.00s 12 -8.4358 0.0093 0.00s 13 -8.4288 0.0070 0.00s 14 -8.4238 0.0049 0.00s 15 -8.4204 0.0034 0.00s 16 -8.4180 0.0024 0.00s 17 -8.4162 0.0018 0.00s 18 -8.4150 0.0013 0.00s 19 -8.4140 0.0010 0.00s 16 0 -8.4140 19it 0.01s 1 -9.3976 Inf 0.00s 2 -8.4914 0.9063 0.00s 3 -8.4480 0.0434 0.00s 4 -8.4331 0.0149 0.00s 5 -8.4256 0.0074 0.00s 6 -8.4216 0.0040 0.00s 7 -8.4191 0.0025 0.00s 8 -8.4172 0.0019 0.00s 9 -8.4156 0.0016 0.00s 10 -8.4143 0.0013 0.00s 11 -8.4133 0.0011 0.00s 12 -8.4124 0.0008 0.00s 17 1 -8.4124 12it 0.00s 1 -9.3941 Inf 0.00s 2 -8.5016 0.8925 0.00s 3 -8.4992 0.0025 0.00s 4 -8.4979 0.0013 0.00s 5 -8.4963 0.0016 0.00s 6 -8.4941 0.0022 0.00s 7 -8.4911 0.0030 0.00s 8 -8.4874 0.0037 0.00s 9 -8.4833 0.0041 0.00s 10 -8.4794 0.0039 0.00s 11 -8.4763 0.0031 0.00s 12 -8.4740 0.0023 0.00s 13 -8.4721 0.0019 0.00s 14 -8.4700 0.0021 0.00s 15 -8.4674 0.0026 0.00s 16 -8.4641 0.0033 0.00s 17 -8.4602 0.0040 0.00s 18 -8.4557 0.0045 0.00s 19 -8.4508 0.0048 0.00s 20 -8.4459 0.0049 0.00s 21 -8.4412 0.0048 0.00s 22 -8.4366 0.0046 0.00s 23 -8.4322 0.0044 0.00s 24 -8.4280 0.0042 0.00s 25 -8.4240 0.0041 0.00s 26 -8.4202 0.0038 0.00s 27 -8.4169 0.0033 0.00s 28 -8.4144 0.0025 0.00s 29 -8.4127 0.0017 0.00s 30 -8.4117 0.0010 0.00s 18 2 -8.4117 30it 0.01s 1 -9.6194 Inf 0.00s 2 -8.4960 1.1234 0.00s 3 -8.4875 0.0085 0.00s 4 -8.4811 0.0064 0.00s 5 -8.4762 0.0049 0.00s 6 -8.4731 0.0031 0.00s 7 -8.4713 0.0018 0.00s 8 -8.4702 0.0011 0.00s 9 -8.4694 0.0008 0.00s 19 3 -8.4694 9it 0.00s 1 -9.5851 Inf 0.00s 2 -8.5689 1.0163 0.00s 3 -8.5411 0.0278 0.00s 4 -8.5422 0.0011 0.00s 5 -8.5316 0.0107 0.00s 6 -8.5088 0.0228 0.00s 7 -8.4942 0.0146 0.00s 8 -8.4818 0.0124 0.00s 9 -8.4708 0.0110 0.00s 10 -8.4612 0.0096 0.00s 11 -8.4533 0.0080 0.00s 12 -8.4467 0.0066 0.00s 13 -8.4411 0.0056 0.00s 14 -8.4362 0.0049 0.00s 15 -8.4319 0.0043 0.00s 16 -8.4281 0.0038 0.00s 17 -8.4247 0.0034 0.00s 18 -8.4217 0.0030 0.00s 19 -8.4192 0.0025 0.00s 20 -8.4171 0.0021 0.00s 21 -8.4155 0.0016 0.00s 22 -8.4142 0.0013 0.00s 23 -8.4133 0.0009 0.00s 20 4 -8.4133 23it 0.01s 1 -8.5067 Inf 0.00s 2 -8.4251 0.0816 0.00s 3 -8.4192 0.0059 0.00s 4 -8.4161 0.0031 0.00s 5 -8.4140 0.0021 0.00s 6 -8.4127 0.0014 0.00s 7 -8.4118 0.0009 0.00s 21 5 -8.4118 7it 0.00s 1 -9.1700 Inf 0.00s 2 -8.4793 0.6906 0.00s 3 -8.4677 0.0117 0.00s 4 -8.4594 0.0083 0.00s 5 -8.4530 0.0064 0.00s 6 -8.4480 0.0051 0.00s 7 -8.4435 0.0044 0.00s 8 -8.4393 0.0042 0.00s 9 -8.4352 0.0041 0.00s 10 -8.4311 0.0041 0.00s 11 -8.4271 0.0041 0.00s 12 -8.4231 0.0040 0.00s 13 -8.4194 0.0037 0.00s 14 -8.4162 0.0032 0.00s 15 -8.4138 0.0024 0.00s 16 -8.4123 0.0015 0.00s 17 -8.4115 0.0008 0.00s 22 6 -8.4115 17it 0.00s 1 -9.5318 Inf 0.00s 2 -8.5374 0.9944 0.00s 3 -8.5285 0.0089 0.00s 4 -8.5209 0.0076 0.00s 5 -8.5103 0.0107 0.00s 6 -8.4962 0.0141 0.00s 7 -8.4830 0.0132 0.00s 8 -8.4723 0.0107 0.00s 9 -8.4638 0.0085 0.00s 10 -8.4569 0.0069 0.00s 11 -8.4510 0.0058 0.00s 12 -8.4459 0.0051 0.00s 13 -8.4414 0.0046 0.00s 14 -8.4372 0.0042 0.00s 15 -8.4332 0.0039 0.00s 16 -8.4295 0.0037 0.00s 17 -8.4261 0.0034 0.00s 18 -8.4231 0.0031 0.00s 19 -8.4204 0.0027 0.00s 20 -8.4181 0.0022 0.00s 21 -8.4163 0.0018 0.00s 22 -8.4149 0.0014 0.00s 23 -8.4139 0.0011 0.00s 24 -8.4131 0.0008 0.00s 23 7 -8.4131 24it 0.01s 1 -9.2469 Inf 0.00s 2 -8.5105 0.7364 0.00s 3 -8.4982 0.0122 0.00s 4 -8.4904 0.0078 0.00s 5 -8.4809 0.0096 0.00s 6 -8.4689 0.0119 0.00s 7 -8.4554 0.0135 0.00s 8 -8.4428 0.0126 0.00s 9 -8.4338 0.0090 0.00s 10 -8.4281 0.0057 0.00s 11 -8.4243 0.0039 0.00s 12 -8.4213 0.0030 0.00s 13 -8.4189 0.0024 0.00s 14 -8.4170 0.0019 0.00s 15 -8.4155 0.0015 0.00s 16 -8.4144 0.0011 0.00s 17 -8.4136 0.0008 0.00s 24 8 -8.4136 17it 0.01s 1 -8.9162 Inf 0.00s 2 -8.4334 0.4828 0.00s 3 -8.4252 0.0081 0.00s 4 -8.4214 0.0038 0.00s 5 -8.4187 0.0027 0.00s 6 -8.4166 0.0021 0.00s 7 -8.4149 0.0016 0.00s 8 -8.4137 0.0012 0.00s 9 -8.4128 0.0009 0.00s 25 9 -8.4128 9it 0.00s 1 -8.6798 Inf 0.00s 2 -8.4273 0.2525 0.00s 3 -8.4224 0.0049 0.00s 4 -8.4187 0.0037 0.00s 5 -8.4157 0.0030 0.00s 6 -8.4134 0.0023 0.00s 7 -8.4118 0.0015 0.00s 8 -8.4109 0.0009 0.00s 26 10 -8.4109 8it 0.00s 1 -9.5736 Inf 0.00s 2 -8.5003 1.0733 0.00s 3 -8.4957 0.0047 0.00s 4 -8.4928 0.0029 0.00s 5 -8.4893 0.0035 0.00s 6 -8.4847 0.0046 0.00s 7 -8.4794 0.0052 0.00s 8 -8.4748 0.0046 0.00s 9 -8.4716 0.0032 0.00s 10 -8.4696 0.0020 0.00s 11 -8.4683 0.0013 0.00s 12 -8.4673 0.0010 0.00s 13 -8.4663 0.0010 0.00s 14 -8.4651 0.0012 0.00s 15 -8.4637 0.0014 0.00s 16 -8.4618 0.0018 0.00s 17 -8.4595 0.0023 0.00s 18 -8.4567 0.0028 0.00s 19 -8.4534 0.0033 0.00s 20 -8.4496 0.0038 0.00s 21 -8.4455 0.0041 0.00s 22 -8.4412 0.0043 0.00s 23 -8.4369 0.0044 0.00s 24 -8.4325 0.0044 0.00s 25 -8.4281 0.0044 0.00s 26 -8.4239 0.0042 0.00s 27 -8.4200 0.0039 0.00s 28 -8.4167 0.0033 0.00s 29 -8.4143 0.0024 0.00s 30 -8.4127 0.0016 0.00s 31 -8.4118 0.0009 0.00s 27 11 -8.4118 31it 0.01s 1 -8.4762 Inf 0.00s 2 -8.4162 0.0599 0.00s 3 -8.4133 0.0029 0.00s 4 -8.4120 0.0014 0.00s 5 -8.4112 0.0007 0.00s 28 12 -8.4112 5it 0.00s 1 -8.8080 Inf 0.00s 2 -8.4353 0.3727 0.00s 3 -8.4284 0.0069 0.00s 4 -8.4242 0.0042 0.00s 5 -8.4206 0.0036 0.00s 6 -8.4174 0.0033 0.00s 7 -8.4146 0.0027 0.00s 8 -8.4126 0.0020 0.00s 9 -8.4114 0.0013 0.00s 10 -8.4107 0.0007 0.00s 29 13 -8.4107 10it 0.00s (new best) 1 -9.0704 Inf 0.00s 2 -8.4665 0.6039 0.00s 3 -8.4480 0.0185 0.00s 4 -8.4374 0.0106 0.00s 5 -8.4303 0.0071 0.00s 6 -8.4257 0.0046 0.00s 7 -8.4227 0.0030 0.00s 8 -8.4205 0.0022 0.00s 9 -8.4188 0.0017 0.00s 10 -8.4174 0.0014 0.00s 11 -8.4161 0.0013 0.00s 12 -8.4150 0.0011 0.00s 13 -8.4140 0.0010 0.00s 30 0 -8.4140 13it 0.01s Initial clusters = [ 84, 179, 117, ] 1 -186.6016 Inf 0.00s 2 -8.4913 178.1103 0.00s 3 -8.4734 0.0180 0.00s 4 -8.4702 0.0031 0.00s 5 -8.4690 0.0012 0.00s 6 -8.4682 0.0008 0.00s 0 -8.4682 6it 0.00s (initial population) Initial clusters = [ 142, 233, 161, ] 1 -244.9465 Inf 0.00s 2 -8.5031 236.4434 0.00s 3 -8.4794 0.0237 0.00s 4 -8.4730 0.0064 0.00s 5 -8.4696 0.0034 0.00s 6 -8.4669 0.0027 0.00s 7 -8.4644 0.0025 0.00s 8 -8.4619 0.0026 0.00s 9 -8.4592 0.0027 0.00s 10 -8.4563 0.0029 0.00s 11 -8.4532 0.0030 0.00s 12 -8.4502 0.0031 0.00s 13 -8.4471 0.0031 0.00s 14 -8.4441 0.0030 0.00s 15 -8.4412 0.0029 0.00s 16 -8.4385 0.0027 0.00s 17 -8.4359 0.0026 0.00s 18 -8.4335 0.0024 0.00s 19 -8.4312 0.0023 0.00s 20 -8.4290 0.0022 0.00s 21 -8.4269 0.0021 0.00s 22 -8.4249 0.0020 0.00s 23 -8.4231 0.0019 0.00s 24 -8.4213 0.0017 0.00s 25 -8.4198 0.0016 0.00s 26 -8.4184 0.0014 0.00s 27 -8.4172 0.0012 0.00s 28 -8.4161 0.0011 0.00s 29 -8.4152 0.0009 0.00s 0 -8.4152 29it 0.01s (initial population) Initial clusters = [ 281, 115, 274, ] 1 -229.8358 Inf 0.00s 2 -8.4886 221.3472 0.00s 3 -8.4628 0.0258 0.00s 4 -8.4477 0.0151 0.00s 5 -8.4350 0.0127 0.00s 6 -8.4255 0.0095 0.00s 7 -8.4198 0.0057 0.00s 8 -8.4165 0.0032 0.00s 9 -8.4146 0.0019 0.00s 10 -8.4134 0.0012 0.00s 11 -8.4126 0.0008 0.00s 0 -8.4126 11it 0.00s (initial population) Initial clusters = [ 49, 253, 81, ] 1 -252.1644 Inf 0.00s 2 -8.4993 243.6651 0.00s 3 -8.4901 0.0092 0.00s 4 -8.4899 0.0002 0.00s 0 -8.4899 4it 0.00s (initial population) Initial clusters = [ 277, 45, 80, ] 1 -207.2153 Inf 0.00s 2 -8.4972 198.7181 0.00s 3 -8.4900 0.0072 0.00s 4 -8.4903 0.0003 0.00s 0 -8.4903 4it 0.00s (initial population) Initial clusters = [ 157, 83, 235, ] 1 -184.0531 Inf 0.00s 2 -8.4780 175.5751 0.00s 3 -8.4521 0.0259 0.00s 4 -8.4410 0.0111 0.00s 5 -8.4328 0.0082 0.00s 6 -8.4262 0.0066 0.00s 7 -8.4210 0.0052 0.00s 8 -8.4171 0.0039 0.00s 9 -8.4143 0.0027 0.00s 10 -8.4126 0.0017 0.00s 11 -8.4116 0.0010 0.00s 12 -8.4110 0.0006 0.00s 0 -8.4110 12it 0.01s (initial population) Initial clusters = [ 264, 26, 68, ] 1 -210.9969 Inf 0.00s 2 -8.5153 202.4816 0.00s 3 -8.4910 0.0243 0.00s 4 -8.4861 0.0049 0.00s 5 -8.4840 0.0021 0.00s 6 -8.4825 0.0014 0.00s 7 -8.4813 0.0012 0.00s 8 -8.4802 0.0011 0.00s 9 -8.4792 0.0010 0.00s 10 -8.4782 0.0010 0.00s 0 -8.4782 10it 0.00s (initial population) Initial clusters = [ 59, 123, 233, ] 1 -240.3711 Inf 0.00s 2 -8.5008 231.8702 0.00s 3 -8.4838 0.0171 0.00s 4 -8.4800 0.0038 0.00s 5 -8.4787 0.0013 0.00s 6 -8.4782 0.0005 0.00s 0 -8.4782 6it 0.00s (initial population) Initial clusters = [ 289, 215, 4, ] 1 -232.5155 Inf 0.00s 2 -8.5200 223.9955 0.00s 3 -8.4998 0.0202 0.00s 4 -8.4931 0.0067 0.00s 5 -8.4894 0.0037 0.00s 6 -8.4869 0.0024 0.00s 7 -8.4853 0.0016 0.00s 8 -8.4842 0.0011 0.00s 9 -8.4835 0.0008 0.00s 0 -8.4835 9it 0.00s (initial population) Initial clusters = [ 269, 65, 262, ] 1 -130.7393 Inf 0.00s 2 -8.4499 122.2894 0.00s 3 -8.4337 0.0162 0.00s 4 -8.4285 0.0052 0.00s 5 -8.4246 0.0039 0.00s 6 -8.4210 0.0036 0.00s 7 -8.4177 0.0033 0.00s 8 -8.4149 0.0028 0.00s 9 -8.4128 0.0021 0.00s 10 -8.4115 0.0013 0.00s 11 -8.4108 0.0007 0.00s 0 -8.4108 11it 0.00s (initial population) Initial clusters = [ 285, 39, 163, ] 1 -172.4556 Inf 0.00s 2 -8.4572 163.9984 0.00s 3 -8.4444 0.0128 0.00s 4 -8.4410 0.0034 0.00s 5 -8.4384 0.0026 0.00s 6 -8.4359 0.0026 0.00s 7 -8.4332 0.0027 0.00s 8 -8.4304 0.0027 0.00s 9 -8.4278 0.0027 0.00s 10 -8.4252 0.0026 0.00s 11 -8.4227 0.0025 0.00s 12 -8.4205 0.0023 0.00s 13 -8.4184 0.0020 0.00s 14 -8.4167 0.0018 0.00s 15 -8.4152 0.0015 0.00s 16 -8.4140 0.0012 0.00s 17 -8.4131 0.0009 0.00s 0 -8.4131 17it 0.00s (initial population) Initial clusters = [ 99, 103, 220, ] 1 -221.7635 Inf 0.00s 2 -8.5136 213.2499 0.00s 3 -8.4905 0.0231 0.00s 4 -8.4835 0.0070 0.00s 5 -8.4801 0.0034 0.00s 6 -8.4781 0.0020 0.00s 7 -8.4767 0.0014 0.00s 8 -8.4756 0.0011 0.00s 9 -8.4748 0.0009 0.00s 0 -8.4748 9it 0.00s (initial population) Initial clusters = [ 106, 255, 147, ] 1 -203.5911 Inf 0.00s 2 -8.4716 195.1195 0.00s 3 -8.4539 0.0177 0.00s 4 -8.4492 0.0047 0.00s 5 -8.4461 0.0031 0.00s 6 -8.4432 0.0029 0.00s 7 -8.4403 0.0029 0.00s 8 -8.4373 0.0030 0.00s 9 -8.4342 0.0030 0.00s 10 -8.4314 0.0029 0.00s 11 -8.4288 0.0026 0.00s 12 -8.4267 0.0022 0.00s 13 -8.4249 0.0018 0.00s 14 -8.4234 0.0015 0.00s 15 -8.4221 0.0013 0.00s 16 -8.4209 0.0012 0.00s 17 -8.4197 0.0012 0.00s 18 -8.4185 0.0011 0.00s 19 -8.4174 0.0011 0.00s 20 -8.4163 0.0011 0.00s 21 -8.4153 0.0010 0.00s 22 -8.4144 0.0009 0.00s 0 -8.4144 22it 0.01s (initial population) Initial clusters = [ 184, 91, 1, ] 1 -192.8661 Inf 0.00s 2 -8.5048 184.3614 0.00s 3 -8.4833 0.0215 0.00s 4 -8.4774 0.0059 0.00s 5 -8.4748 0.0026 0.00s 6 -8.4732 0.0015 0.00s 7 -8.4721 0.0011 0.00s 8 -8.4712 0.0010 0.00s 0 -8.4712 8it 0.00s (initial population) Initial clusters = [ 290, 7, 217, ] 1 -207.0253 Inf 0.00s 2 -8.5084 198.5169 0.00s 3 -8.4895 0.0189 0.00s 4 -8.4874 0.0021 0.00s 5 -8.4869 0.0005 0.00s 0 -8.4869 5it 0.00s (initial population) Initial clusters = [ 249, 93, 149, ] 1 -334.1405 Inf 0.00s 2 -8.5090 325.6315 0.00s 3 -8.4981 0.0109 0.00s 4 -8.4958 0.0024 0.00s 5 -8.4945 0.0013 0.00s 6 -8.4929 0.0016 0.00s 7 -8.4904 0.0025 0.00s 8 -8.4868 0.0036 0.00s 9 -8.4826 0.0042 0.00s 10 -8.4791 0.0035 0.00s 11 -8.4766 0.0024 0.00s 12 -8.4747 0.0019 0.00s 13 -8.4730 0.0017 0.00s 14 -8.4713 0.0017 0.00s 15 -8.4695 0.0018 0.00s 16 -8.4676 0.0019 0.00s 17 -8.4656 0.0020 0.00s 18 -8.4635 0.0022 0.00s 19 -8.4611 0.0024 0.00s 20 -8.4584 0.0026 0.00s 21 -8.4556 0.0028 0.00s 22 -8.4526 0.0030 0.00s 23 -8.4495 0.0031 0.00s 24 -8.4464 0.0031 0.00s 25 -8.4435 0.0029 0.00s 26 -8.4407 0.0028 0.00s 27 -8.4381 0.0026 0.00s 28 -8.4357 0.0024 0.00s 29 -8.4334 0.0023 0.00s 30 -8.4311 0.0022 0.00s 31 -8.4290 0.0021 0.00s 32 -8.4270 0.0020 0.00s 33 -8.4250 0.0019 0.00s 34 -8.4232 0.0018 0.00s 35 -8.4215 0.0017 0.00s 36 -8.4200 0.0015 0.00s 37 -8.4186 0.0014 0.00s 38 -8.4173 0.0012 0.00s 39 -8.4163 0.0011 0.00s 40 -8.4154 0.0009 0.00s 0 -8.4154 40it 0.01s (initial population) Initial clusters = [ 71, 35, 27, ] 1 -186.9679 Inf 0.00s 2 -8.5039 178.4640 0.00s 3 -8.4842 0.0198 0.00s 4 -8.4802 0.0040 0.00s 5 -8.4785 0.0017 0.00s 6 -8.4775 0.0010 0.00s 7 -8.4766 0.0008 0.00s 0 -8.4766 7it 0.01s (initial population) Initial clusters = [ 291, 131, 260, ] 1 -239.2134 Inf 0.00s 2 -8.5446 230.6688 0.00s 3 -8.5101 0.0345 0.00s 4 -8.5046 0.0055 0.00s 5 -8.5038 0.0008 0.00s 0 -8.5038 5it 0.00s (initial population) Initial clusters = [ 66, 106, 73, ] 1 -227.9357 Inf 0.00s 2 -8.4683 219.4674 0.00s 3 -8.4555 0.0128 0.00s 4 -8.4504 0.0051 0.00s 5 -8.4473 0.0031 0.00s 6 -8.4454 0.0019 0.00s 7 -8.4441 0.0013 0.00s 8 -8.4431 0.0009 0.00s 0 -8.4431 8it 0.00s (initial population) Initial clusters = [ 153, 276, 20, ] 1 -242.7830 Inf 0.00s 2 -8.4513 234.3317 0.00s 3 -8.4349 0.0165 0.00s 4 -8.4307 0.0042 0.00s 5 -8.4281 0.0026 0.00s 6 -8.4259 0.0022 0.00s 7 -8.4240 0.0020 0.00s 8 -8.4222 0.0018 0.00s 9 -8.4205 0.0016 0.00s 10 -8.4191 0.0015 0.00s 11 -8.4178 0.0013 0.00s 12 -8.4166 0.0011 0.00s 13 -8.4156 0.0010 0.00s 0 -8.4156 13it 0.00s (initial population) Initial clusters = [ 110, 242, 27, ] 1 -272.0511 Inf 0.00s 2 -8.5348 263.5164 0.00s 3 -8.5097 0.0251 0.00s 4 -8.5027 0.0069 0.00s 5 -8.4988 0.0039 0.00s 6 -8.4960 0.0028 0.00s 7 -8.4937 0.0022 0.00s 8 -8.4921 0.0016 0.00s 9 -8.4912 0.0009 0.00s 0 -8.4912 9it 0.00s (initial population) Initial clusters = [ 198, 138, 116, ] 1 -254.7316 Inf 0.00s 2 -8.5631 246.1684 0.00s 3 -8.5897 0.0265 0.00s 4 -8.6256 0.0359 0.00s 5 -8.6188 0.0068 0.00s 6 -8.6065 0.0123 0.00s 7 -8.5939 0.0126 0.00s 8 -8.5847 0.0092 0.00s 9 -8.5762 0.0085 0.00s 10 -8.5673 0.0088 0.00s 11 -8.5581 0.0092 0.00s 12 -8.5491 0.0090 0.00s 13 -8.5408 0.0083 0.00s 14 -8.5333 0.0075 0.00s 15 -8.5265 0.0068 0.00s 16 -8.5202 0.0063 0.00s 17 -8.5143 0.0060 0.00s 18 -8.5084 0.0059 0.00s 19 -8.5024 0.0060 0.00s 20 -8.4960 0.0064 0.00s 21 -8.4891 0.0069 0.00s 22 -8.4816 0.0075 0.00s 23 -8.4736 0.0080 0.00s 24 -8.4654 0.0082 0.00s 25 -8.4576 0.0078 0.00s 26 -8.4507 0.0069 0.00s 27 -8.4450 0.0057 0.00s 28 -8.4403 0.0047 0.00s 29 -8.4362 0.0041 0.00s 30 -8.4326 0.0036 0.00s 31 -8.4293 0.0033 0.00s 32 -8.4263 0.0030 0.00s 33 -8.4236 0.0027 0.00s 34 -8.4212 0.0024 0.00s 35 -8.4190 0.0021 0.00s 36 -8.4172 0.0018 0.00s 37 -8.4156 0.0015 0.00s 38 -8.4144 0.0013 0.00s 39 -8.4134 0.0010 0.00s 0 -8.4134 39it 0.01s (initial population) Initial clusters = [ 92, 192, 4, ] 1 -449.1748 Inf 0.00s 2 -8.4997 440.6752 0.00s 3 -8.4801 0.0196 0.00s 4 -8.4755 0.0046 0.00s 5 -8.4730 0.0025 0.00s 6 -8.4705 0.0025 0.00s 7 -8.4674 0.0031 0.00s 8 -8.4635 0.0039 0.00s 9 -8.4587 0.0048 0.00s 10 -8.4532 0.0056 0.00s 11 -8.4470 0.0061 0.00s 12 -8.4406 0.0064 0.00s 13 -8.4343 0.0063 0.00s 14 -8.4285 0.0058 0.00s 15 -8.4236 0.0048 0.00s 16 -8.4200 0.0036 0.00s 17 -8.4175 0.0025 0.00s 18 -8.4158 0.0017 0.00s 19 -8.4146 0.0012 0.00s 20 -8.4137 0.0009 0.00s 0 -8.4137 20it 0.00s (initial population) Initial clusters = [ 48, 56, 57, ] 1 -311.6785 Inf 0.00s 2 -8.5094 303.1690 0.00s 3 -8.5065 0.0030 0.00s 4 -8.5095 0.0031 0.00s 5 -8.5124 0.0029 0.00s 6 -8.5148 0.0024 0.00s 7 -8.5168 0.0020 0.00s 8 -8.5185 0.0017 0.00s 9 -8.5199 0.0014 0.00s 10 -8.5210 0.0012 0.00s 11 -8.5220 0.0010 0.00s 0 -8.5220 11it 0.00s (initial population) Initial clusters = [ 75, 17, 163, ] 1 -322.8578 Inf 0.00s 2 -8.5290 314.3288 0.00s 3 -8.5029 0.0260 0.00s 4 -8.4954 0.0076 0.00s 5 -8.4912 0.0042 0.00s 6 -8.4880 0.0032 0.00s 7 -8.4851 0.0029 0.00s 8 -8.4823 0.0028 0.00s 9 -8.4796 0.0028 0.00s 10 -8.4768 0.0028 0.00s 11 -8.4739 0.0029 0.00s 12 -8.4709 0.0030 0.00s 13 -8.4677 0.0032 0.00s 14 -8.4642 0.0035 0.00s 15 -8.4604 0.0038 0.00s 16 -8.4562 0.0042 0.00s 17 -8.4515 0.0047 0.00s 18 -8.4464 0.0051 0.00s 19 -8.4410 0.0054 0.00s 20 -8.4354 0.0055 0.00s 21 -8.4300 0.0054 0.00s 22 -8.4249 0.0051 0.00s 23 -8.4203 0.0046 0.00s 24 -8.4165 0.0038 0.00s 25 -8.4137 0.0028 0.00s 26 -8.4120 0.0017 0.00s 27 -8.4112 0.0009 0.00s 0 -8.4112 27it 0.01s (initial population) Initial clusters = [ 246, 116, 15, ] 1 -206.2222 Inf 0.00s 2 -8.6097 197.6125 0.00s 3 -8.5597 0.0500 0.00s 4 -8.5328 0.0269 0.00s 5 -8.5121 0.0207 0.00s 6 -8.4858 0.0263 0.00s 7 -8.4735 0.0123 0.00s 8 -8.4646 0.0089 0.00s 9 -8.4574 0.0072 0.00s 10 -8.4511 0.0063 0.00s 11 -8.4454 0.0057 0.00s 12 -8.4401 0.0053 0.00s 13 -8.4352 0.0049 0.00s 14 -8.4307 0.0045 0.00s 15 -8.4267 0.0040 0.00s 16 -8.4231 0.0035 0.00s 17 -8.4201 0.0030 0.00s 18 -8.4176 0.0025 0.00s 19 -8.4156 0.0020 0.00s 20 -8.4140 0.0016 0.00s 21 -8.4128 0.0012 0.00s 22 -8.4120 0.0009 0.00s 0 -8.4120 22it 0.01s (initial population) Initial clusters = [ 225, 287, 203, ] 1 -223.2711 Inf 0.00s 2 -8.4317 214.8394 0.00s 3 -8.4179 0.0138 0.00s 4 -8.4148 0.0031 0.00s 5 -8.4132 0.0016 0.00s 6 -8.4122 0.0010 0.00s 7 -8.4115 0.0007 0.00s 0 -8.4115 7it 0.00s (initial population) Initial clusters = [ 295, 242, 265, ] 1 -350.1859 Inf 0.00s 2 -8.5037 341.6822 0.00s 3 -8.4896 0.0141 0.00s 4 -8.4865 0.0031 0.00s 5 -8.4850 0.0015 0.00s 6 -8.4838 0.0012 0.00s 7 -8.4828 0.0010 0.00s 8 -8.4818 0.0010 0.00s 0 -8.4818 8it 0.00s (initial population) Initial clusters = [ 97, 252, 178, ] 1 -183.0558 Inf 0.00s 2 -8.4770 174.5788 0.00s 3 -8.4526 0.0244 0.00s 4 -8.4438 0.0088 0.00s 5 -8.4377 0.0061 0.00s 6 -8.4327 0.0050 0.00s 7 -8.4286 0.0042 0.00s 8 -8.4251 0.0035 0.00s 9 -8.4222 0.0029 0.00s 10 -8.4198 0.0024 0.00s 11 -8.4178 0.0020 0.00s 12 -8.4161 0.0017 0.00s 13 -8.4146 0.0014 0.00s 14 -8.4135 0.0011 0.00s 15 -8.4126 0.0009 0.00s 0 -8.4126 15it 0.00s (initial population) Initial clusters = [ 91, 147, 275, ] 1 -285.8723 Inf 0.00s 2 -8.5020 277.3703 0.00s 3 -8.4711 0.0309 0.00s 4 -8.4628 0.0084 0.00s 5 -8.4596 0.0031 0.00s 6 -8.4580 0.0016 0.00s 7 -8.4567 0.0013 0.00s 8 -8.4553 0.0014 0.00s 9 -8.4537 0.0016 0.00s 10 -8.4519 0.0017 0.00s 11 -8.4501 0.0018 0.00s 12 -8.4482 0.0019 0.00s 13 -8.4464 0.0019 0.00s 14 -8.4445 0.0019 0.00s 15 -8.4426 0.0019 0.00s 16 -8.4406 0.0020 0.00s 17 -8.4385 0.0021 0.00s 18 -8.4363 0.0023 0.00s 19 -8.4338 0.0025 0.00s 20 -8.4311 0.0027 0.00s 21 -8.4283 0.0029 0.00s 22 -8.4253 0.0030 0.00s 23 -8.4222 0.0031 0.00s 24 -8.4192 0.0030 0.00s 25 -8.4165 0.0027 0.00s 26 -8.4143 0.0022 0.00s 27 -8.4127 0.0016 0.00s 28 -8.4116 0.0011 0.00s 29 -8.4109 0.0007 0.00s 0 -8.4109 29it 0.01s (initial population) Initial clusters = [ 67, 272, 132, ] 1 -170.7721 Inf 0.00s 2 -8.4992 162.2729 0.00s 3 -8.4764 0.0228 0.00s 4 -8.4698 0.0067 0.00s 5 -8.4660 0.0037 0.00s 6 -8.4628 0.0032 0.00s 7 -8.4596 0.0032 0.00s 8 -8.4562 0.0034 0.00s 9 -8.4525 0.0036 0.00s 10 -8.4487 0.0038 0.00s 11 -8.4449 0.0039 0.00s 12 -8.4409 0.0039 0.00s 13 -8.4370 0.0040 0.00s 14 -8.4330 0.0040 0.00s 15 -8.4290 0.0040 0.00s 16 -8.4250 0.0040 0.00s 17 -8.4212 0.0038 0.00s 18 -8.4178 0.0034 0.00s 19 -8.4150 0.0028 0.00s 20 -8.4130 0.0019 0.00s 21 -8.4119 0.0012 0.00s 22 -8.4112 0.0006 0.00s 0 -8.4112 22it 0.01s (initial population) Initial clusters = [ 167, 171, 254, ] 1 -607.7145 Inf 0.00s 2 -8.6315 599.0829 0.00s 3 -8.5897 0.0419 0.00s 4 -8.5731 0.0166 0.00s 5 -8.5616 0.0115 0.00s 6 -8.5517 0.0099 0.00s 7 -8.5426 0.0092 0.00s 8 -8.5340 0.0085 0.00s 9 -8.5263 0.0077 0.00s 10 -8.5196 0.0068 0.00s 11 -8.5137 0.0059 0.00s 12 -8.5086 0.0051 0.00s 13 -8.5042 0.0044 0.00s 14 -8.5005 0.0037 0.00s 15 -8.4977 0.0028 0.00s 16 -8.4957 0.0020 0.00s 17 -8.4944 0.0013 0.00s 18 -8.4936 0.0009 0.00s 0 -8.4936 18it 0.00s (initial population) Initial clusters = [ 88, 67, 234, ] 1 -285.1899 Inf 0.00s 2 -8.5067 276.6831 0.00s 3 -8.4907 0.0160 0.00s 4 -8.4881 0.0026 0.00s 5 -8.4875 0.0006 0.00s 0 -8.4875 5it 0.00s (initial population) Initial clusters = [ 242, 164, 76, ] 1 -294.7461 Inf 0.00s 2 -8.4950 286.2511 0.00s 3 -8.4848 0.0102 0.00s 4 -8.4835 0.0014 0.00s 5 -8.4833 0.0002 0.00s 0 -8.4833 5it 0.00s (initial population) Initial clusters = [ 226, 132, 97, ] 1 -263.0677 Inf 0.00s 2 -8.5300 254.5377 0.00s 3 -8.5001 0.0299 0.00s 4 -8.4855 0.0146 0.00s 5 -8.4760 0.0095 0.00s 6 -8.4697 0.0064 0.00s 7 -8.4645 0.0052 0.00s 8 -8.4598 0.0048 0.00s 9 -8.4554 0.0044 0.00s 10 -8.4516 0.0038 0.00s 11 -8.4486 0.0031 0.00s 12 -8.4461 0.0025 0.00s 13 -8.4441 0.0020 0.00s 14 -8.4423 0.0018 0.00s 15 -8.4406 0.0017 0.00s 16 -8.4390 0.0016 0.00s 17 -8.4374 0.0016 0.00s 18 -8.4358 0.0016 0.00s 19 -8.4342 0.0016 0.00s 20 -8.4326 0.0016 0.00s 21 -8.4309 0.0016 0.00s 22 -8.4293 0.0017 0.00s 23 -8.4276 0.0017 0.00s 24 -8.4260 0.0016 0.00s 25 -8.4244 0.0016 0.00s 26 -8.4228 0.0015 0.00s 27 -8.4213 0.0015 0.00s 28 -8.4200 0.0014 0.00s 29 -8.4187 0.0013 0.00s 30 -8.4175 0.0011 0.00s 31 -8.4165 0.0010 0.00s 32 -8.4156 0.0009 0.00s 0 -8.4156 32it 0.01s (initial population) Initial clusters = [ 84, 133, 118, ] 1 -226.1040 Inf 0.00s 2 -8.5031 217.6009 0.00s 3 -8.4826 0.0206 0.00s 4 -8.4797 0.0029 0.00s 5 -8.4785 0.0012 0.00s 6 -8.4773 0.0012 0.00s 7 -8.4759 0.0013 0.00s 8 -8.4746 0.0014 0.00s 9 -8.4733 0.0013 0.00s 10 -8.4721 0.0011 0.00s 11 -8.4712 0.0010 0.00s 0 -8.4712 11it 0.00s (initial population) Initial clusters = [ 218, 137, 285, ] 1 -293.4541 Inf 0.00s 2 -8.4786 284.9755 0.00s 3 -8.4547 0.0239 0.00s 4 -8.4434 0.0113 0.00s 5 -8.4343 0.0091 0.00s 6 -8.4271 0.0072 0.00s 7 -8.4221 0.0050 0.00s 8 -8.4189 0.0032 0.00s 9 -8.4167 0.0021 0.00s 10 -8.4152 0.0015 0.00s 11 -8.4140 0.0012 0.00s 12 -8.4131 0.0009 0.00s 0 -8.4131 12it 0.00s (initial population) Initial clusters = [ 13, 58, 166, ] 1 -190.7359 Inf 0.00s 2 -8.4924 182.2434 0.00s 3 -8.4720 0.0205 0.00s 4 -8.4670 0.0050 0.00s 5 -8.4647 0.0023 0.00s 6 -8.4629 0.0018 0.00s 7 -8.4611 0.0018 0.00s 8 -8.4592 0.0019 0.00s 9 -8.4570 0.0022 0.00s 10 -8.4546 0.0024 0.00s 11 -8.4519 0.0027 0.00s 12 -8.4490 0.0030 0.00s 13 -8.4458 0.0032 0.00s 14 -8.4425 0.0033 0.00s 15 -8.4393 0.0032 0.00s 16 -8.4365 0.0028 0.00s 17 -8.4343 0.0023 0.00s 18 -8.4326 0.0017 0.00s 19 -8.4313 0.0013 0.00s 20 -8.4302 0.0010 0.00s 21 -8.4293 0.0009 0.00s 0 -8.4293 21it 0.01s (initial population) Initial clusters = [ 153, 292, 64, ] 1 -306.6054 Inf 0.00s 2 -8.5775 298.0279 0.00s 3 -8.5853 0.0078 0.00s 4 -8.5798 0.0055 0.00s 5 -8.5729 0.0069 0.00s 6 -8.5664 0.0065 0.00s 7 -8.5600 0.0063 0.00s 8 -8.5539 0.0061 0.00s 9 -8.5481 0.0058 0.00s 10 -8.5426 0.0055 0.00s 11 -8.5375 0.0052 0.00s 12 -8.5325 0.0049 0.00s 13 -8.5275 0.0050 0.00s 14 -8.5222 0.0054 0.00s 15 -8.5162 0.0060 0.00s 16 -8.5094 0.0068 0.00s 17 -8.5019 0.0075 0.00s 18 -8.4940 0.0079 0.00s 19 -8.4859 0.0080 0.00s 20 -8.4784 0.0075 0.00s 21 -8.4719 0.0065 0.00s 22 -8.4663 0.0056 0.00s 23 -8.4612 0.0050 0.00s 24 -8.4565 0.0047 0.00s 25 -8.4521 0.0044 0.00s 26 -8.4480 0.0042 0.00s 27 -8.4440 0.0040 0.00s 28 -8.4402 0.0038 0.00s 29 -8.4366 0.0036 0.00s 30 -8.4332 0.0034 0.00s 31 -8.4300 0.0032 0.00s 32 -8.4270 0.0030 0.00s 33 -8.4242 0.0028 0.00s 34 -8.4217 0.0025 0.00s 35 -8.4195 0.0022 0.00s 36 -8.4176 0.0019 0.00s 37 -8.4160 0.0016 0.00s 38 -8.4147 0.0013 0.00s 39 -8.4136 0.0011 0.00s 40 -8.4128 0.0008 0.00s 0 -8.4128 40it 0.01s (initial population) Initial clusters = [ 129, 133, 168, ] 1 -299.0063 Inf 0.00s 2 -8.5286 290.4777 0.00s 3 -8.5189 0.0098 0.00s 4 -8.5151 0.0037 0.00s 5 -8.5094 0.0057 0.00s 6 -8.5024 0.0070 0.00s 7 -8.4949 0.0074 0.00s 8 -8.4877 0.0073 0.00s 9 -8.4808 0.0069 0.00s 10 -8.4745 0.0063 0.00s 11 -8.4689 0.0056 0.00s 12 -8.4638 0.0051 0.00s 13 -8.4592 0.0046 0.00s 14 -8.4548 0.0044 0.00s 15 -8.4507 0.0041 0.00s 16 -8.4468 0.0039 0.00s 17 -8.4431 0.0037 0.00s 18 -8.4396 0.0035 0.00s 19 -8.4363 0.0033 0.00s 20 -8.4332 0.0032 0.00s 21 -8.4302 0.0030 0.00s 22 -8.4273 0.0028 0.00s 23 -8.4247 0.0027 0.00s 24 -8.4222 0.0025 0.00s 25 -8.4200 0.0022 0.00s 26 -8.4180 0.0020 0.00s 27 -8.4163 0.0017 0.00s 28 -8.4149 0.0014 0.00s 29 -8.4138 0.0011 0.00s 30 -8.4129 0.0009 0.00s 0 -8.4129 30it 0.01s (initial population) Initial clusters = [ 194, 41, 57, ] 1 -258.5493 Inf 0.00s 2 -8.5089 250.0403 0.00s 3 -8.4834 0.0255 0.00s 4 -8.4751 0.0083 0.00s 5 -8.4712 0.0038 0.00s 6 -8.4687 0.0026 0.00s 7 -8.4662 0.0025 0.00s 8 -8.4633 0.0029 0.00s 9 -8.4600 0.0033 0.00s 10 -8.4561 0.0038 0.00s 11 -8.4519 0.0042 0.00s 12 -8.4476 0.0044 0.00s 13 -8.4431 0.0045 0.00s 14 -8.4387 0.0044 0.00s 15 -8.4343 0.0044 0.00s 16 -8.4300 0.0043 0.00s 17 -8.4258 0.0042 0.00s 18 -8.4218 0.0040 0.00s 19 -8.4182 0.0036 0.00s 20 -8.4153 0.0029 0.00s 21 -8.4133 0.0020 0.00s 22 -8.4121 0.0012 0.00s 23 -8.4114 0.0007 0.00s 0 -8.4114 23it 0.01s (initial population) Initial clusters = [ 214, 153, 212, ] 1 -205.6895 Inf 0.00s 2 -8.4931 197.1964 0.00s 3 -8.4703 0.0228 0.00s 4 -8.4648 0.0055 0.00s 5 -8.4616 0.0031 0.00s 6 -8.4590 0.0026 0.00s 7 -8.4564 0.0026 0.00s 8 -8.4538 0.0026 0.00s 9 -8.4511 0.0027 0.00s 10 -8.4484 0.0028 0.00s 11 -8.4455 0.0028 0.00s 12 -8.4426 0.0029 0.00s 13 -8.4396 0.0030 0.00s 14 -8.4366 0.0030 0.00s 15 -8.4334 0.0031 0.00s 16 -8.4302 0.0033 0.00s 17 -8.4268 0.0034 0.00s 18 -8.4234 0.0034 0.00s 19 -8.4200 0.0034 0.00s 20 -8.4170 0.0031 0.00s 21 -8.4144 0.0025 0.00s 22 -8.4126 0.0018 0.00s 23 -8.4115 0.0011 0.00s 24 -8.4108 0.0006 0.00s 0 -8.4108 24it 0.01s (initial population) Initial clusters = [ 43, 206, 51, ] 1 -203.8872 Inf 0.00s 2 -8.5197 195.3675 0.00s 3 -8.4975 0.0223 0.00s 4 -8.4933 0.0042 0.00s 5 -8.4916 0.0017 0.00s 6 -8.4904 0.0011 0.00s 7 -8.4894 0.0010 0.00s 8 -8.4883 0.0011 0.00s 9 -8.4871 0.0012 0.00s 10 -8.4859 0.0012 0.00s 11 -8.4846 0.0013 0.00s 12 -8.4833 0.0013 0.00s 13 -8.4820 0.0013 0.00s 14 -8.4809 0.0011 0.00s 15 -8.4799 0.0010 0.00s 0 -8.4799 15it 0.00s (initial population) Initial clusters = [ 46, 250, 157, ] 1 -282.9120 Inf 0.00s 2 -8.5063 274.4057 0.00s 3 -8.4889 0.0173 0.00s 4 -8.4859 0.0031 0.00s 5 -8.4851 0.0008 0.00s 0 -8.4851 5it 0.00s (initial population) Initial clusters = [ 192, 105, 15, ] 1 -177.2745 Inf 0.00s 2 -8.4428 168.8317 0.00s 3 -8.4192 0.0237 0.00s 4 -8.4131 0.0060 0.00s 5 -8.4114 0.0018 0.00s 6 -8.4108 0.0006 0.00s 0 -8.4108 6it 0.00s (initial population) Initial clusters = [ 289, 197, 227, ] 1 -227.0588 Inf 0.00s 2 -8.5512 218.5076 0.00s 3 -8.5010 0.0502 0.00s 4 -8.4773 0.0237 0.00s 5 -8.4629 0.0144 0.00s 6 -8.4559 0.0071 0.00s 7 -8.4524 0.0035 0.00s 8 -8.4499 0.0025 0.00s 9 -8.4481 0.0019 0.00s 10 -8.4464 0.0016 0.00s 11 -8.4449 0.0015 0.00s 12 -8.4434 0.0015 0.00s 13 -8.4420 0.0014 0.00s 14 -8.4406 0.0014 0.00s 15 -8.4391 0.0014 0.00s 16 -8.4377 0.0014 0.00s 17 -8.4362 0.0015 0.00s 18 -8.4347 0.0015 0.00s 19 -8.4332 0.0015 0.00s 20 -8.4317 0.0016 0.00s 21 -8.4301 0.0016 0.00s 22 -8.4285 0.0016 0.00s 23 -8.4269 0.0016 0.00s 24 -8.4253 0.0016 0.00s 25 -8.4238 0.0015 0.00s 26 -8.4223 0.0015 0.00s 27 -8.4208 0.0014 0.00s 28 -8.4195 0.0013 0.00s 29 -8.4183 0.0012 0.00s 30 -8.4172 0.0011 0.00s 31 -8.4162 0.0010 0.00s 0 -8.4162 31it 0.01s (initial population) Initial clusters = [ 180, 54, 160, ] 1 -259.4273 Inf 0.00s 2 -8.4631 250.9642 0.00s 3 -8.4474 0.0157 0.00s 4 -8.4401 0.0073 0.00s 5 -8.4345 0.0057 0.00s 6 -8.4301 0.0044 0.00s 7 -8.4267 0.0034 0.00s 8 -8.4240 0.0027 0.00s 9 -8.4216 0.0024 0.00s 10 -8.4195 0.0021 0.00s 11 -8.4176 0.0019 0.00s 12 -8.4160 0.0016 0.00s 13 -8.4146 0.0014 0.00s 14 -8.4135 0.0011 0.00s 15 -8.4127 0.0008 0.00s 0 -8.4127 15it 0.00s (initial population) Initial clusters = [ 115, 177, 87, ] 1 -254.5957 Inf 0.00s 2 -8.5104 246.0853 0.00s 3 -8.4870 0.0233 0.00s 4 -8.4803 0.0068 0.00s 5 -8.4761 0.0042 0.00s 6 -8.4724 0.0036 0.00s 7 -8.4689 0.0035 0.00s 8 -8.4654 0.0035 0.00s 9 -8.4619 0.0035 0.00s 10 -8.4584 0.0035 0.00s 11 -8.4549 0.0035 0.00s 12 -8.4514 0.0034 0.00s 13 -8.4482 0.0032 0.00s 14 -8.4452 0.0030 0.00s 15 -8.4426 0.0027 0.00s 16 -8.4402 0.0024 0.00s 17 -8.4380 0.0022 0.00s 18 -8.4359 0.0021 0.00s 19 -8.4339 0.0020 0.00s 20 -8.4320 0.0019 0.00s 21 -8.4301 0.0019 0.00s 22 -8.4283 0.0018 0.00s 23 -8.4265 0.0018 0.00s 24 -8.4248 0.0017 0.00s 25 -8.4231 0.0017 0.00s 26 -8.4215 0.0016 0.00s 27 -8.4201 0.0015 0.00s 28 -8.4188 0.0013 0.00s 29 -8.4176 0.0012 0.00s 30 -8.4165 0.0011 0.00s 31 -8.4156 0.0009 0.00s 0 -8.4156 31it 0.01s (initial population) Initial clusters = [ 155, 258, 150, ] 1 -395.7570 Inf 0.00s 2 -8.4815 387.2755 0.00s 3 -8.4730 0.0085 0.00s 4 -8.4710 0.0020 0.00s 5 -8.4698 0.0011 0.00s 6 -8.4688 0.0010 0.00s 7 -8.4676 0.0012 0.00s 8 -8.4660 0.0016 0.00s 9 -8.4639 0.0021 0.00s 10 -8.4612 0.0028 0.00s 11 -8.4576 0.0036 0.00s 12 -8.4533 0.0043 0.00s 13 -8.4487 0.0046 0.00s 14 -8.4439 0.0048 0.00s 15 -8.4390 0.0049 0.00s 16 -8.4345 0.0045 0.00s 17 -8.4309 0.0035 0.00s 18 -8.4285 0.0024 0.00s 19 -8.4270 0.0016 0.00s 20 -8.4258 0.0012 0.00s 21 -8.4248 0.0010 0.00s 0 -8.4248 21it 0.01s (initial population) Initial clusters = [ 292, 56, 144, ] 1 -245.0082 Inf 0.00s 2 -8.4617 236.5465 0.00s 3 -8.4426 0.0191 0.00s 4 -8.4370 0.0056 0.00s 5 -8.4340 0.0031 0.00s 6 -8.4318 0.0021 0.00s 7 -8.4302 0.0017 0.00s 8 -8.4287 0.0014 0.00s 9 -8.4274 0.0013 0.00s 10 -8.4262 0.0012 0.00s 11 -8.4251 0.0012 0.00s 12 -8.4239 0.0011 0.00s 13 -8.4228 0.0011 0.00s 14 -8.4217 0.0011 0.00s 15 -8.4206 0.0011 0.00s 16 -8.4194 0.0011 0.00s 17 -8.4183 0.0011 0.00s 18 -8.4172 0.0011 0.00s 19 -8.4162 0.0011 0.00s 20 -8.4152 0.0010 0.00s 0 -8.4152 20it 0.01s (initial population) 1 -10.6756 Inf 0.00s 2 -8.5679 2.1077 0.00s 3 -8.5491 0.0188 0.00s 4 -8.5443 0.0048 0.00s 5 -8.5465 0.0022 0.00s 6 -8.5322 0.0143 0.00s 7 -8.5184 0.0138 0.00s 8 -8.5085 0.0098 0.00s 9 -8.5020 0.0065 0.00s 10 -8.4994 0.0026 0.00s 11 -8.4984 0.0010 0.00s 12 -8.4979 0.0004 0.00s 1 0 -8.4979 12it 0.00s 1 -9.4996 Inf 0.00s 2 -8.5253 0.9743 0.00s 3 -8.5220 0.0032 0.00s 4 -8.5100 0.0121 0.00s 5 -8.4949 0.0150 0.00s 6 -8.4811 0.0139 0.00s 7 -8.4686 0.0125 0.00s 8 -8.4580 0.0106 0.00s 9 -8.4498 0.0082 0.00s 10 -8.4438 0.0060 0.00s 11 -8.4395 0.0043 0.00s 12 -8.4364 0.0031 0.00s 13 -8.4341 0.0023 0.00s 14 -8.4324 0.0017 0.00s 15 -8.4310 0.0014 0.00s 16 -8.4299 0.0011 0.00s 17 -8.4289 0.0009 0.00s 2 0 -8.4289 17it 0.00s 1 -10.1732 Inf 0.00s 2 -8.5037 1.6695 0.00s 3 -8.4851 0.0186 0.00s 4 -8.4698 0.0153 0.00s 5 -8.4578 0.0121 0.00s 6 -8.4489 0.0089 0.00s 7 -8.4422 0.0067 0.00s 8 -8.4369 0.0053 0.00s 9 -8.4324 0.0045 0.00s 10 -8.4284 0.0040 0.00s 11 -8.4246 0.0038 0.00s 12 -8.4210 0.0036 0.00s 13 -8.4177 0.0033 0.00s 14 -8.4149 0.0028 0.00s 15 -8.4128 0.0021 0.00s 16 -8.4115 0.0013 0.00s 17 -8.4107 0.0007 0.00s 3 1 -8.4107 17it 0.01s 1 -8.5757 Inf 0.00s 2 -8.4195 0.1562 0.00s 3 -8.4158 0.0037 0.00s 4 -8.4140 0.0018 0.00s 5 -8.4129 0.0011 0.00s 6 -8.4122 0.0007 0.00s 4 0 -8.4122 6it 0.00s 1 -8.6009 Inf 0.00s 2 -8.4547 0.1462 0.00s 3 -8.4478 0.0069 0.00s 4 -8.4432 0.0047 0.00s 5 -8.4400 0.0032 0.00s 6 -8.4377 0.0023 0.00s 7 -8.4359 0.0019 0.00s 8 -8.4342 0.0017 0.00s 9 -8.4326 0.0016 0.00s 10 -8.4311 0.0015 0.00s 11 -8.4297 0.0014 0.00s 12 -8.4284 0.0013 0.00s 13 -8.4271 0.0013 0.00s 14 -8.4259 0.0012 0.00s 15 -8.4247 0.0012 0.00s 16 -8.4236 0.0012 0.00s 17 -8.4224 0.0012 0.00s 18 -8.4213 0.0012 0.00s 19 -8.4201 0.0011 0.00s 20 -8.4190 0.0011 0.00s 21 -8.4179 0.0011 0.00s 22 -8.4168 0.0011 0.00s 23 -8.4157 0.0010 0.00s 24 -8.4148 0.0010 0.00s 5 1 -8.4148 24it 0.01s 1 -9.5232 Inf 0.00s 2 -8.4993 1.0238 0.00s 3 -8.4970 0.0023 0.00s 4 -8.4956 0.0014 0.00s 5 -8.4936 0.0020 0.00s 6 -8.4906 0.0029 0.00s 7 -8.4865 0.0041 0.00s 8 -8.4813 0.0053 0.00s 9 -8.4755 0.0057 0.00s 10 -8.4707 0.0049 0.00s 11 -8.4676 0.0031 0.00s 12 -8.4658 0.0018 0.00s 13 -8.4646 0.0012 0.00s 14 -8.4635 0.0011 0.00s 15 -8.4624 0.0011 0.00s 16 -8.4610 0.0013 0.00s 17 -8.4595 0.0015 0.00s 18 -8.4577 0.0018 0.00s 19 -8.4557 0.0021 0.00s 20 -8.4533 0.0024 0.00s 21 -8.4507 0.0026 0.00s 22 -8.4477 0.0029 0.00s 23 -8.4446 0.0031 0.00s 24 -8.4414 0.0032 0.00s 25 -8.4383 0.0030 0.00s 26 -8.4357 0.0026 0.00s 27 -8.4337 0.0020 0.00s 28 -8.4322 0.0015 0.00s 29 -8.4310 0.0012 0.00s 30 -8.4300 0.0010 0.00s 6 2 -8.4300 30it 0.01s 1 -8.6000 Inf 0.00s 2 -8.4216 0.1784 0.00s 3 -8.4183 0.0033 0.00s 4 -8.4165 0.0017 0.00s 5 -8.4152 0.0013 0.00s 6 -8.4142 0.0010 0.00s 7 -8.4134 0.0008 0.00s 7 3 -8.4134 7it 0.00s 1 -9.9626 Inf 0.00s 2 -8.5269 1.4358 0.00s 3 -8.5092 0.0177 0.00s 4 -8.4894 0.0199 0.00s 5 -8.4720 0.0174 0.00s 6 -8.4599 0.0120 0.00s 7 -8.4507 0.0093 0.00s 8 -8.4425 0.0082 0.00s 9 -8.4353 0.0072 0.00s 10 -8.4293 0.0060 0.00s 11 -8.4247 0.0047 0.00s 12 -8.4211 0.0035 0.00s 13 -8.4185 0.0026 0.00s 14 -8.4166 0.0019 0.00s 15 -8.4152 0.0014 0.00s 16 -8.4141 0.0010 0.00s 17 -8.4134 0.0008 0.00s 8 4 -8.4134 17it 0.01s 1 -8.5638 Inf 0.00s 2 -8.4253 0.1385 0.00s 3 -8.4212 0.0041 0.00s 4 -8.4188 0.0024 0.00s 5 -8.4170 0.0018 0.00s 6 -8.4156 0.0014 0.00s 7 -8.4146 0.0011 0.00s 8 -8.4138 0.0008 0.00s 9 5 -8.4138 8it 0.00s 1 -9.5438 Inf 0.00s 2 -8.6107 0.9332 0.00s 3 -8.5890 0.0217 0.00s 4 -8.5918 0.0028 0.00s 5 -8.5928 0.0010 0.00s 6 -8.5885 0.0043 0.00s 7 -8.5865 0.0020 0.00s 8 -8.5842 0.0023 0.00s 9 -8.5812 0.0029 0.00s 10 -8.5774 0.0038 0.00s 11 -8.5724 0.0050 0.00s 12 -8.5655 0.0068 0.00s 13 -8.5566 0.0089 0.00s 14 -8.5467 0.0100 0.00s 15 -8.5378 0.0088 0.00s 16 -8.5314 0.0065 0.00s 17 -8.5265 0.0048 0.00s 18 -8.5223 0.0043 0.00s 19 -8.5180 0.0043 0.00s 20 -8.5141 0.0039 0.00s 21 -8.5103 0.0038 0.00s 22 -8.5067 0.0036 0.00s 23 -8.5033 0.0034 0.00s 24 -8.5000 0.0033 0.00s 25 -8.4969 0.0031 0.00s 26 -8.4938 0.0031 0.00s 27 -8.4907 0.0031 0.00s 28 -8.4876 0.0031 0.00s 29 -8.4844 0.0033 0.00s 30 -8.4808 0.0035 0.00s 31 -8.4770 0.0039 0.00s 32 -8.4726 0.0043 0.00s 33 -8.4678 0.0048 0.00s 34 -8.4627 0.0051 0.00s 35 -8.4574 0.0053 0.00s 36 -8.4522 0.0052 0.00s 37 -8.4472 0.0050 0.00s 38 -8.4427 0.0046 0.00s 39 -8.4387 0.0039 0.00s 40 -8.4356 0.0031 0.00s 41 -8.4332 0.0024 0.00s 42 -8.4315 0.0018 0.00s 43 -8.4300 0.0014 0.00s 44 -8.4288 0.0012 0.00s 45 -8.4277 0.0011 0.00s 46 -8.4267 0.0011 0.00s 47 -8.4256 0.0010 0.00s 48 -8.4246 0.0010 0.00s 49 -8.4235 0.0010 0.00s 50 -8.4225 0.0011 0.00s 51 -8.4214 0.0011 0.00s 52 -8.4203 0.0011 0.00s 53 -8.4192 0.0011 0.00s 54 -8.4181 0.0011 0.00s 55 -8.4170 0.0011 0.00s 56 -8.4160 0.0010 0.00s 57 -8.4150 0.0010 0.00s 10 6 -8.4150 57it 0.02s 1 -9.1406 Inf 0.00s 2 -8.4766 0.6640 0.00s 3 -8.4613 0.0153 0.00s 4 -8.4498 0.0114 0.00s 5 -8.4399 0.0100 0.00s 6 -8.4320 0.0078 0.00s 7 -8.4261 0.0059 0.00s 8 -8.4216 0.0045 0.00s 9 -8.4181 0.0035 0.00s 10 -8.4155 0.0026 0.00s 11 -8.4137 0.0018 0.00s 12 -8.4125 0.0012 0.00s 13 -8.4116 0.0008 0.00s 11 7 -8.4116 13it 0.00s 1 -9.3588 Inf 0.00s 2 -8.5472 0.8116 0.00s 3 -8.5616 0.0144 0.00s 4 -8.5915 0.0299 0.00s 5 -8.5783 0.0132 0.00s 6 -8.5668 0.0115 0.00s 7 -8.5553 0.0115 0.00s 8 -8.5437 0.0116 0.00s 9 -8.5327 0.0110 0.00s 10 -8.5241 0.0086 0.00s 11 -8.5188 0.0053 0.00s 12 -8.5163 0.0025 0.00s 13 -8.5154 0.0009 0.00s 12 8 -8.5154 13it 0.00s 1 -9.6360 Inf 0.00s 2 -8.4772 1.1588 0.00s 3 -8.4620 0.0151 0.00s 4 -8.4519 0.0102 0.00s 5 -8.4443 0.0075 0.00s 6 -8.4383 0.0060 0.00s 7 -8.4332 0.0051 0.00s 8 -8.4286 0.0046 0.00s 9 -8.4243 0.0043 0.00s 10 -8.4204 0.0039 0.00s 11 -8.4169 0.0035 0.00s 12 -8.4141 0.0028 0.00s 13 -8.4122 0.0019 0.00s 14 -8.4111 0.0011 0.00s 15 -8.4106 0.0005 0.00s 13 9 -8.4106 15it 0.00s 1 -8.5122 Inf 0.00s 2 -8.4136 0.0986 0.00s 3 -8.4119 0.0018 0.00s 4 -8.4112 0.0006 0.00s 14 0 -8.4112 4it 0.00s 1 -9.9388 Inf 0.00s 2 -8.5028 1.4359 0.00s 3 -8.4797 0.0231 0.00s 4 -8.4658 0.0139 0.00s 5 -8.4564 0.0094 0.00s 6 -8.4490 0.0073 0.00s 7 -8.4428 0.0063 0.00s 8 -8.4374 0.0053 0.00s 9 -8.4330 0.0044 0.00s 10 -8.4293 0.0037 0.00s 11 -8.4262 0.0031 0.00s 12 -8.4234 0.0027 0.00s 13 -8.4210 0.0024 0.00s 14 -8.4188 0.0022 0.00s 15 -8.4170 0.0019 0.00s 16 -8.4154 0.0016 0.00s 17 -8.4142 0.0013 0.00s 18 -8.4132 0.0010 0.00s 15 1 -8.4132 18it 0.00s 1 -9.4783 Inf 0.00s 2 -8.5007 0.9776 0.00s 3 -8.4994 0.0013 0.00s 4 -8.4988 0.0006 0.00s 16 2 -8.4988 4it 0.00s 1 -9.2494 Inf 0.00s 2 -8.5777 0.6717 0.00s 3 -8.5182 0.0595 0.00s 4 -8.4961 0.0221 0.00s 5 -8.4866 0.0096 0.00s 6 -8.4784 0.0081 0.00s 7 -8.4705 0.0080 0.00s 8 -8.4622 0.0083 0.00s 9 -8.4538 0.0084 0.00s 10 -8.4457 0.0081 0.00s 11 -8.4385 0.0072 0.00s 12 -8.4324 0.0061 0.00s 13 -8.4273 0.0052 0.00s 14 -8.4228 0.0044 0.00s 15 -8.4191 0.0037 0.00s 16 -8.4162 0.0030 0.00s 17 -8.4140 0.0022 0.00s 18 -8.4125 0.0014 0.00s 19 -8.4116 0.0009 0.00s 17 3 -8.4116 19it 0.00s 1 -9.7352 Inf 0.00s 2 -8.5278 1.2075 0.00s 3 -8.5222 0.0056 0.00s 4 -8.4988 0.0233 0.00s 5 -8.4794 0.0195 0.00s 6 -8.4659 0.0134 0.00s 7 -8.4564 0.0095 0.00s 8 -8.4496 0.0068 0.00s 9 -8.4446 0.0050 0.00s 10 -8.4409 0.0037 0.00s 11 -8.4380 0.0028 0.00s 12 -8.4358 0.0022 0.00s 13 -8.4341 0.0018 0.00s 14 -8.4326 0.0015 0.00s 15 -8.4314 0.0012 0.00s 16 -8.4303 0.0011 0.00s 17 -8.4294 0.0009 0.00s 18 4 -8.4294 17it 0.00s 1 -10.0181 Inf 0.00s 2 -8.5344 1.4838 0.00s 3 -8.5230 0.0114 0.00s 4 -8.5030 0.0200 0.00s 5 -8.4810 0.0220 0.00s 6 -8.4663 0.0147 0.00s 7 -8.4552 0.0112 0.00s 8 -8.4451 0.0101 0.00s 9 -8.4360 0.0091 0.00s 10 -8.4286 0.0074 0.00s 11 -8.4231 0.0055 0.00s 12 -8.4193 0.0038 0.00s 13 -8.4167 0.0026 0.00s 14 -8.4149 0.0018 0.00s 15 -8.4137 0.0012 0.00s 16 -8.4129 0.0008 0.00s 19 5 -8.4129 16it 0.00s 1 -8.5039 Inf 0.00s 2 -8.4170 0.0868 0.00s 3 -8.4133 0.0037 0.00s 4 -8.4120 0.0013 0.00s 5 -8.4114 0.0006 0.00s 20 6 -8.4114 5it 0.00s 1 -8.4925 Inf 0.00s 2 -8.4191 0.0734 0.00s 3 -8.4154 0.0037 0.00s 4 -8.4137 0.0017 0.00s 5 -8.4127 0.0010 0.00s 6 -8.4120 0.0007 0.00s 21 7 -8.4120 6it 0.00s 1 -8.5295 Inf 0.00s 2 -8.4224 0.1071 0.00s 3 -8.4169 0.0055 0.00s 4 -8.4147 0.0022 0.00s 5 -8.4135 0.0012 0.00s 6 -8.4127 0.0007 0.00s 22 8 -8.4127 6it 0.01s 1 -8.9324 Inf 0.00s 2 -8.4818 0.4506 0.00s 3 -8.4775 0.0043 0.00s 4 -8.4850 0.0075 0.00s 5 -8.4837 0.0013 0.00s 6 -8.4728 0.0109 0.00s 7 -8.4630 0.0098 0.00s 8 -8.4499 0.0131 0.00s 9 -8.4410 0.0089 0.00s 10 -8.4357 0.0054 0.00s 11 -8.4327 0.0030 0.00s 12 -8.4307 0.0019 0.00s 13 -8.4291 0.0016 0.00s 14 -8.4277 0.0015 0.00s 15 -8.4262 0.0014 0.00s 16 -8.4248 0.0014 0.00s 17 -8.4234 0.0014 0.00s 18 -8.4220 0.0014 0.00s 19 -8.4207 0.0013 0.00s 20 -8.4195 0.0012 0.00s 21 -8.4183 0.0012 0.00s 22 -8.4172 0.0011 0.00s 23 -8.4163 0.0009 0.00s 23 9 -8.4163 23it 0.01s 1 -9.4215 Inf 0.00s 2 -8.4906 0.9308 0.00s 3 -8.4847 0.0059 0.00s 4 -8.4791 0.0056 0.00s 5 -8.4725 0.0066 0.00s 6 -8.4660 0.0064 0.00s 7 -8.4612 0.0049 0.00s 8 -8.4580 0.0032 0.00s 9 -8.4557 0.0023 0.00s 10 -8.4537 0.0020 0.00s 11 -8.4517 0.0020 0.00s 12 -8.4496 0.0021 0.00s 13 -8.4474 0.0022 0.00s 14 -8.4450 0.0024 0.00s 15 -8.4424 0.0026 0.00s 16 -8.4396 0.0028 0.00s 17 -8.4367 0.0029 0.00s 18 -8.4338 0.0029 0.00s 19 -8.4310 0.0028 0.00s 20 -8.4285 0.0025 0.00s 21 -8.4263 0.0022 0.00s 22 -8.4245 0.0018 0.00s 23 -8.4230 0.0015 0.00s 24 -8.4217 0.0013 0.00s 25 -8.4204 0.0012 0.00s 26 -8.4193 0.0012 0.00s 27 -8.4181 0.0012 0.00s 28 -8.4170 0.0011 0.00s 29 -8.4159 0.0011 0.00s 30 -8.4149 0.0010 0.00s 24 10 -8.4149 30it 0.01s 1 -9.8264 Inf 0.00s 2 -8.4946 1.3318 0.00s 3 -8.4863 0.0083 0.00s 4 -8.4821 0.0041 0.00s 5 -8.4793 0.0029 0.00s 6 -8.4771 0.0021 0.00s 7 -8.4755 0.0016 0.00s 8 -8.4744 0.0012 0.00s 9 -8.4734 0.0009 0.00s 25 11 -8.4734 9it 0.00s 1 -9.3555 Inf 0.00s 2 -8.4874 0.8682 0.00s 3 -8.4800 0.0074 0.00s 4 -8.4730 0.0070 0.00s 5 -8.4663 0.0066 0.00s 6 -8.4614 0.0049 0.00s 7 -8.4582 0.0032 0.00s 8 -8.4559 0.0023 0.00s 9 -8.4539 0.0020 0.00s 10 -8.4519 0.0020 0.00s 11 -8.4498 0.0021 0.00s 12 -8.4476 0.0023 0.00s 13 -8.4452 0.0024 0.00s 14 -8.4426 0.0026 0.00s 15 -8.4398 0.0028 0.00s 16 -8.4369 0.0029 0.00s 17 -8.4339 0.0029 0.00s 18 -8.4312 0.0028 0.00s 19 -8.4286 0.0025 0.00s 20 -8.4265 0.0021 0.00s 21 -8.4247 0.0018 0.00s 22 -8.4232 0.0015 0.00s 23 -8.4219 0.0013 0.00s 24 -8.4207 0.0012 0.00s 25 -8.4195 0.0012 0.00s 26 -8.4184 0.0012 0.00s 27 -8.4172 0.0011 0.00s 28 -8.4162 0.0011 0.00s 29 -8.4152 0.0010 0.00s 30 -8.4142 0.0009 0.00s 26 12 -8.4142 30it 0.01s 1 -10.1820 Inf 0.00s 2 -8.5474 1.6346 0.00s 3 -8.5388 0.0086 0.00s 4 -8.5345 0.0042 0.00s 5 -8.5157 0.0188 0.00s 6 -8.4928 0.0229 0.00s 7 -8.4796 0.0132 0.00s 8 -8.4699 0.0097 0.00s 9 -8.4603 0.0095 0.00s 10 -8.4505 0.0099 0.00s 11 -8.4412 0.0093 0.00s 12 -8.4333 0.0078 0.00s 13 -8.4273 0.0060 0.00s 14 -8.4229 0.0045 0.00s 15 -8.4196 0.0033 0.00s 16 -8.4172 0.0024 0.00s 17 -8.4155 0.0017 0.00s 18 -8.4143 0.0012 0.00s 19 -8.4135 0.0009 0.00s 27 13 -8.4135 19it 0.00s 1 -8.5186 Inf 0.00s 2 -8.4187 0.0999 0.00s 3 -8.4146 0.0041 0.00s 4 -8.4130 0.0016 0.00s 5 -8.4121 0.0009 0.00s 28 14 -8.4121 5it 0.00s 1 -10.1658 Inf 0.00s 2 -8.5135 1.6523 0.00s 3 -8.4969 0.0165 0.00s 4 -8.4809 0.0161 0.00s 5 -8.4638 0.0171 0.00s 6 -8.4485 0.0153 0.00s 7 -8.4376 0.0109 0.00s 8 -8.4308 0.0068 0.00s 9 -8.4262 0.0046 0.00s 10 -8.4227 0.0035 0.00s 11 -8.4197 0.0030 0.00s 12 -8.4172 0.0025 0.00s 13 -8.4151 0.0021 0.00s 14 -8.4135 0.0016 0.00s 15 -8.4124 0.0012 0.00s 16 -8.4116 0.0008 0.00s 29 15 -8.4116 16it 0.00s Initial clusters = [ 84, 179, 117, ] 1 -186.6016 Inf 0.00s 2 -8.4913 178.1103 0.00s 3 -8.4734 0.0180 0.00s 4 -8.4702 0.0031 0.00s 5 -8.4690 0.0012 0.00s 6 -8.4682 0.0008 0.00s Initial clusters = [ 84, 179, 117, ] 1 -186.6016 Inf 0.00s 2 -8.4913 178.1103 0.00s 3 -8.4734 0.0180 0.00s 4 -8.4702 0.0031 0.00s 5 -8.4690 0.0012 0.00s 6 -8.4682 0.0008 0.00s 0 -8.4682 6it 0.01s (initial solution) Initial clusters = [ 142, 233, 161, ] 1 -244.9465 Inf 0.00s 2 -8.5031 236.4434 0.00s 3 -8.4794 0.0237 0.00s 4 -8.4730 0.0064 0.00s 5 -8.4696 0.0034 0.00s 6 -8.4669 0.0027 0.00s 7 -8.4644 0.0025 0.00s 8 -8.4619 0.0026 0.00s 9 -8.4592 0.0027 0.00s 10 -8.4563 0.0029 0.00s 11 -8.4532 0.0030 0.00s 12 -8.4502 0.0031 0.00s 13 -8.4471 0.0031 0.00s 14 -8.4441 0.0030 0.00s 15 -8.4412 0.0029 0.00s 16 -8.4385 0.0027 0.00s 17 -8.4359 0.0026 0.00s 18 -8.4335 0.0024 0.00s 19 -8.4312 0.0023 0.00s 20 -8.4290 0.0022 0.00s 21 -8.4269 0.0021 0.00s 22 -8.4249 0.0020 0.00s 23 -8.4231 0.0019 0.00s 24 -8.4213 0.0017 0.00s 25 -8.4198 0.0016 0.00s 26 -8.4184 0.0014 0.00s 27 -8.4172 0.0012 0.00s 28 -8.4161 0.0011 0.00s 29 -8.4152 0.0009 0.00s 1 -8.4152 29it 0.01s (new best) Initial clusters = [ 281, 115, 274, ] 1 -229.8358 Inf 0.00s 2 -8.4886 221.3472 0.00s 3 -8.4628 0.0258 0.00s 4 -8.4477 0.0151 0.00s 5 -8.4350 0.0127 0.00s 6 -8.4255 0.0095 0.00s 7 -8.4198 0.0057 0.00s 8 -8.4165 0.0032 0.00s 9 -8.4146 0.0019 0.00s 10 -8.4134 0.0012 0.00s 11 -8.4126 0.0008 0.00s 2 -8.4126 11it 0.00s (new best) Initial clusters = [ 49, 253, 81, ] 1 -252.1644 Inf 0.00s 2 -8.4993 243.6651 0.00s 3 -8.4901 0.0092 0.00s 4 -8.4899 0.0002 0.00s 3 -8.4899 4it 0.00s Initial clusters = [ 277, 45, 80, ] 1 -207.2153 Inf 0.00s 2 -8.4972 198.7181 0.00s 3 -8.4900 0.0072 0.00s 4 -8.4903 0.0003 0.00s 4 -8.4903 4it 0.00s Initial clusters = [ 157, 83, 235, ] 1 -184.0531 Inf 0.00s 2 -8.4780 175.5751 0.00s 3 -8.4521 0.0259 0.00s 4 -8.4410 0.0111 0.00s 5 -8.4328 0.0082 0.00s 6 -8.4262 0.0066 0.00s 7 -8.4210 0.0052 0.00s 8 -8.4171 0.0039 0.00s 9 -8.4143 0.0027 0.00s 10 -8.4126 0.0017 0.00s 11 -8.4116 0.0010 0.00s 12 -8.4110 0.0006 0.00s 5 -8.4110 12it 0.00s (new best) Initial clusters = [ 264, 26, 68, ] 1 -210.9969 Inf 0.00s 2 -8.5153 202.4816 0.00s 3 -8.4910 0.0243 0.00s 4 -8.4861 0.0049 0.00s 5 -8.4840 0.0021 0.00s 6 -8.4825 0.0014 0.00s 7 -8.4813 0.0012 0.00s 8 -8.4802 0.0011 0.00s 9 -8.4792 0.0010 0.00s 10 -8.4782 0.0010 0.00s 6 -8.4782 10it 0.01s Initial clusters = [ 59, 123, 233, ] 1 -240.3711 Inf 0.00s 2 -8.5008 231.8702 0.00s 3 -8.4838 0.0171 0.00s 4 -8.4800 0.0038 0.00s 5 -8.4787 0.0013 0.00s 6 -8.4782 0.0005 0.00s 7 -8.4782 6it 0.00s Initial clusters = [ 289, 215, 4, ] 1 -232.5155 Inf 0.00s 2 -8.5200 223.9955 0.00s 3 -8.4998 0.0202 0.00s 4 -8.4931 0.0067 0.00s 5 -8.4894 0.0037 0.00s 6 -8.4869 0.0024 0.00s 7 -8.4853 0.0016 0.00s 8 -8.4842 0.0011 0.00s 9 -8.4835 0.0008 0.00s 8 -8.4835 9it 0.00s Initial clusters = [ 269, 65, 262, ] 1 -130.7393 Inf 0.00s 2 -8.4499 122.2894 0.00s 3 -8.4337 0.0162 0.00s 4 -8.4285 0.0052 0.00s 5 -8.4246 0.0039 0.00s 6 -8.4210 0.0036 0.00s 7 -8.4177 0.0033 0.00s 8 -8.4149 0.0028 0.00s 9 -8.4128 0.0021 0.00s 10 -8.4115 0.0013 0.00s 11 -8.4108 0.0007 0.00s 9 -8.4108 11it 0.00s (new best) Initial clusters = [ 285, 39, 163, ] 1 -172.4556 Inf 0.00s 2 -8.4572 163.9984 0.00s 3 -8.4444 0.0128 0.00s 4 -8.4410 0.0034 0.00s 5 -8.4384 0.0026 0.00s 6 -8.4359 0.0026 0.00s 7 -8.4332 0.0027 0.00s 8 -8.4304 0.0027 0.00s 9 -8.4278 0.0027 0.00s 10 -8.4252 0.0026 0.00s 11 -8.4227 0.0025 0.00s 12 -8.4205 0.0023 0.00s 13 -8.4184 0.0020 0.00s 14 -8.4167 0.0018 0.00s 15 -8.4152 0.0015 0.00s 16 -8.4140 0.0012 0.00s 17 -8.4131 0.0009 0.00s 10 -8.4131 17it 0.00s Initial clusters = [ 99, 103, 220, ] 1 -221.7635 Inf 0.00s 2 -8.5136 213.2499 0.00s 3 -8.4905 0.0231 0.00s 4 -8.4835 0.0070 0.00s 5 -8.4801 0.0034 0.00s 6 -8.4781 0.0020 0.00s 7 -8.4767 0.0014 0.00s 8 -8.4756 0.0011 0.00s 9 -8.4748 0.0009 0.00s 11 -8.4748 9it 0.00s Initial clusters = [ 106, 255, 147, ] 1 -203.5911 Inf 0.00s 2 -8.4716 195.1195 0.00s 3 -8.4539 0.0177 0.00s 4 -8.4492 0.0047 0.00s 5 -8.4461 0.0031 0.00s 6 -8.4432 0.0029 0.00s 7 -8.4403 0.0029 0.00s 8 -8.4373 0.0030 0.00s 9 -8.4342 0.0030 0.00s 10 -8.4314 0.0029 0.00s 11 -8.4288 0.0026 0.00s 12 -8.4267 0.0022 0.00s 13 -8.4249 0.0018 0.00s 14 -8.4234 0.0015 0.00s 15 -8.4221 0.0013 0.00s 16 -8.4209 0.0012 0.00s 17 -8.4197 0.0012 0.00s 18 -8.4185 0.0011 0.00s 19 -8.4174 0.0011 0.00s 20 -8.4163 0.0011 0.00s 21 -8.4153 0.0010 0.00s 22 -8.4144 0.0009 0.00s 12 -8.4144 22it 0.01s Initial clusters = [ 184, 91, 1, ] 1 -192.8661 Inf 0.00s 2 -8.5048 184.3614 0.00s 3 -8.4833 0.0215 0.00s 4 -8.4774 0.0059 0.00s 5 -8.4748 0.0026 0.00s 6 -8.4732 0.0015 0.00s 7 -8.4721 0.0011 0.00s 8 -8.4712 0.0010 0.00s 13 -8.4712 8it 0.00s Initial clusters = [ 290, 7, 217, ] 1 -207.0253 Inf 0.00s 2 -8.5084 198.5169 0.00s 3 -8.4895 0.0189 0.00s 4 -8.4874 0.0021 0.00s 5 -8.4869 0.0005 0.00s 14 -8.4869 5it 0.00s Initial clusters = [ 249, 93, 149, ] 1 -334.1405 Inf 0.00s 2 -8.5090 325.6315 0.00s 3 -8.4981 0.0109 0.00s 4 -8.4958 0.0024 0.00s 5 -8.4945 0.0013 0.00s 6 -8.4929 0.0016 0.00s 7 -8.4904 0.0025 0.00s 8 -8.4868 0.0036 0.00s 9 -8.4826 0.0042 0.00s 10 -8.4791 0.0035 0.00s 11 -8.4766 0.0024 0.00s 12 -8.4747 0.0019 0.00s 13 -8.4730 0.0017 0.00s 14 -8.4713 0.0017 0.00s 15 -8.4695 0.0018 0.00s 16 -8.4676 0.0019 0.00s 17 -8.4656 0.0020 0.00s 18 -8.4635 0.0022 0.00s 19 -8.4611 0.0024 0.00s 20 -8.4584 0.0026 0.00s 21 -8.4556 0.0028 0.00s 22 -8.4526 0.0030 0.00s 23 -8.4495 0.0031 0.00s 24 -8.4464 0.0031 0.00s 25 -8.4435 0.0029 0.00s 26 -8.4407 0.0028 0.00s 27 -8.4381 0.0026 0.00s 28 -8.4357 0.0024 0.00s 29 -8.4334 0.0023 0.00s 30 -8.4311 0.0022 0.00s 31 -8.4290 0.0021 0.00s 32 -8.4270 0.0020 0.00s 33 -8.4250 0.0019 0.00s 34 -8.4232 0.0018 0.00s 35 -8.4215 0.0017 0.00s 36 -8.4200 0.0015 0.00s 37 -8.4186 0.0014 0.00s 38 -8.4173 0.0012 0.00s 39 -8.4163 0.0011 0.00s 40 -8.4154 0.0009 0.00s 15 -8.4154 40it 0.01s Initial clusters = [ 71, 35, 27, ] 1 -186.9679 Inf 0.00s 2 -8.5039 178.4640 0.00s 3 -8.4842 0.0198 0.00s 4 -8.4802 0.0040 0.00s 5 -8.4785 0.0017 0.00s 6 -8.4775 0.0010 0.00s 7 -8.4766 0.0008 0.00s 16 -8.4766 7it 0.00s Initial clusters = [ 291, 131, 260, ] 1 -239.2134 Inf 0.00s 2 -8.5446 230.6688 0.00s 3 -8.5101 0.0345 0.00s 4 -8.5046 0.0055 0.00s 5 -8.5038 0.0008 0.00s 17 -8.5038 5it 0.00s Initial clusters = [ 66, 106, 73, ] 1 -227.9357 Inf 0.00s 2 -8.4683 219.4674 0.00s 3 -8.4555 0.0128 0.00s 4 -8.4504 0.0051 0.00s 5 -8.4473 0.0031 0.00s 6 -8.4454 0.0019 0.00s 7 -8.4441 0.0013 0.00s 8 -8.4431 0.0009 0.00s 18 -8.4431 8it 0.01s Initial clusters = [ 153, 276, 20, ] 1 -242.7830 Inf 0.00s 2 -8.4513 234.3317 0.00s 3 -8.4349 0.0165 0.00s 4 -8.4307 0.0042 0.00s 5 -8.4281 0.0026 0.00s 6 -8.4259 0.0022 0.00s 7 -8.4240 0.0020 0.00s 8 -8.4222 0.0018 0.00s 9 -8.4205 0.0016 0.00s 10 -8.4191 0.0015 0.00s 11 -8.4178 0.0013 0.00s 12 -8.4166 0.0011 0.00s 13 -8.4156 0.0010 0.00s 19 -8.4156 13it 0.00s Initial clusters = [ 110, 242, 27, ] 1 -272.0511 Inf 0.00s 2 -8.5348 263.5164 0.00s 3 -8.5097 0.0251 0.00s 4 -8.5027 0.0069 0.00s 5 -8.4988 0.0039 0.00s 6 -8.4960 0.0028 0.00s 7 -8.4937 0.0022 0.00s 8 -8.4921 0.0016 0.00s 9 -8.4912 0.0009 0.00s 20 -8.4912 9it 0.00s Initial clusters = [ 198, 138, 116, ] 1 -254.7316 Inf 0.00s 2 -8.5631 246.1684 0.00s 3 -8.5897 0.0265 0.00s 4 -8.6256 0.0359 0.00s 5 -8.6188 0.0068 0.00s 6 -8.6065 0.0123 0.00s 7 -8.5939 0.0126 0.00s 8 -8.5847 0.0092 0.00s 9 -8.5762 0.0085 0.00s 10 -8.5673 0.0088 0.00s 11 -8.5581 0.0092 0.00s 12 -8.5491 0.0090 0.00s 13 -8.5408 0.0083 0.00s 14 -8.5333 0.0075 0.00s 15 -8.5265 0.0068 0.00s 16 -8.5202 0.0063 0.00s 17 -8.5143 0.0060 0.00s 18 -8.5084 0.0059 0.00s 19 -8.5024 0.0060 0.00s 20 -8.4960 0.0064 0.00s 21 -8.4891 0.0069 0.00s 22 -8.4816 0.0075 0.00s 23 -8.4736 0.0080 0.00s 24 -8.4654 0.0082 0.00s 25 -8.4576 0.0078 0.00s 26 -8.4507 0.0069 0.00s 27 -8.4450 0.0057 0.00s 28 -8.4403 0.0047 0.00s 29 -8.4362 0.0041 0.00s 30 -8.4326 0.0036 0.00s 31 -8.4293 0.0033 0.00s 32 -8.4263 0.0030 0.00s 33 -8.4236 0.0027 0.00s 34 -8.4212 0.0024 0.00s 35 -8.4190 0.0021 0.00s 36 -8.4172 0.0018 0.00s 37 -8.4156 0.0015 0.00s 38 -8.4144 0.0013 0.00s 39 -8.4134 0.0010 0.00s 21 -8.4134 39it 0.01s Initial clusters = [ 92, 192, 4, ] 1 -449.1748 Inf 0.00s 2 -8.4997 440.6752 0.00s 3 -8.4801 0.0196 0.00s 4 -8.4755 0.0046 0.00s 5 -8.4730 0.0025 0.00s 6 -8.4705 0.0025 0.00s 7 -8.4674 0.0031 0.00s 8 -8.4635 0.0039 0.00s 9 -8.4587 0.0048 0.00s 10 -8.4532 0.0056 0.00s 11 -8.4470 0.0061 0.00s 12 -8.4406 0.0064 0.00s 13 -8.4343 0.0063 0.00s 14 -8.4285 0.0058 0.00s 15 -8.4236 0.0048 0.00s 16 -8.4200 0.0036 0.00s 17 -8.4175 0.0025 0.00s 18 -8.4158 0.0017 0.00s 19 -8.4146 0.0012 0.00s 20 -8.4137 0.0009 0.00s 22 -8.4137 20it 0.01s Initial clusters = [ 48, 56, 57, ] 1 -311.6785 Inf 0.00s 2 -8.5094 303.1690 0.00s 3 -8.5065 0.0030 0.00s 4 -8.5095 0.0031 0.00s 5 -8.5124 0.0029 0.00s 6 -8.5148 0.0024 0.00s 7 -8.5168 0.0020 0.00s 8 -8.5185 0.0017 0.00s 9 -8.5199 0.0014 0.00s 10 -8.5210 0.0012 0.00s 11 -8.5220 0.0010 0.00s 23 -8.5220 11it 0.00s Initial clusters = [ 75, 17, 163, ] 1 -322.8578 Inf 0.00s 2 -8.5290 314.3288 0.00s 3 -8.5029 0.0260 0.00s 4 -8.4954 0.0076 0.00s 5 -8.4912 0.0042 0.00s 6 -8.4880 0.0032 0.00s 7 -8.4851 0.0029 0.00s 8 -8.4823 0.0028 0.00s 9 -8.4796 0.0028 0.00s 10 -8.4768 0.0028 0.00s 11 -8.4739 0.0029 0.00s 12 -8.4709 0.0030 0.00s 13 -8.4677 0.0032 0.00s 14 -8.4642 0.0035 0.00s 15 -8.4604 0.0038 0.00s 16 -8.4562 0.0042 0.00s 17 -8.4515 0.0047 0.00s 18 -8.4464 0.0051 0.00s 19 -8.4410 0.0054 0.00s 20 -8.4354 0.0055 0.00s 21 -8.4300 0.0054 0.00s 22 -8.4249 0.0051 0.00s 23 -8.4203 0.0046 0.00s 24 -8.4165 0.0038 0.00s 25 -8.4137 0.0028 0.00s 26 -8.4120 0.0017 0.00s 27 -8.4112 0.0009 0.00s 24 -8.4112 27it 0.01s Initial clusters = [ 246, 116, 15, ] 1 -206.2222 Inf 0.00s 2 -8.6097 197.6125 0.00s 3 -8.5597 0.0500 0.00s 4 -8.5328 0.0269 0.00s 5 -8.5121 0.0207 0.00s 6 -8.4858 0.0263 0.00s 7 -8.4735 0.0123 0.00s 8 -8.4646 0.0089 0.00s 9 -8.4574 0.0072 0.00s 10 -8.4511 0.0063 0.00s 11 -8.4454 0.0057 0.00s 12 -8.4401 0.0053 0.00s 13 -8.4352 0.0049 0.00s 14 -8.4307 0.0045 0.00s 15 -8.4267 0.0040 0.00s 16 -8.4231 0.0035 0.00s 17 -8.4201 0.0030 0.00s 18 -8.4176 0.0025 0.00s 19 -8.4156 0.0020 0.00s 20 -8.4140 0.0016 0.00s 21 -8.4128 0.0012 0.00s 22 -8.4120 0.0009 0.00s 25 -8.4120 22it 0.01s Initial clusters = [ 225, 287, 203, ] 1 -223.2711 Inf 0.00s 2 -8.4317 214.8394 0.00s 3 -8.4179 0.0138 0.00s 4 -8.4148 0.0031 0.00s 5 -8.4132 0.0016 0.00s 6 -8.4122 0.0010 0.00s 7 -8.4115 0.0007 0.00s 26 -8.4115 7it 0.00s Initial clusters = [ 295, 242, 265, ] 1 -350.1859 Inf 0.00s 2 -8.5037 341.6822 0.00s 3 -8.4896 0.0141 0.00s 4 -8.4865 0.0031 0.00s 5 -8.4850 0.0015 0.00s 6 -8.4838 0.0012 0.00s 7 -8.4828 0.0010 0.00s 8 -8.4818 0.0010 0.00s 27 -8.4818 8it 0.00s Initial clusters = [ 97, 252, 178, ] 1 -183.0558 Inf 0.00s 2 -8.4770 174.5788 0.00s 3 -8.4526 0.0244 0.00s 4 -8.4438 0.0088 0.00s 5 -8.4377 0.0061 0.00s 6 -8.4327 0.0050 0.00s 7 -8.4286 0.0042 0.00s 8 -8.4251 0.0035 0.00s 9 -8.4222 0.0029 0.00s 10 -8.4198 0.0024 0.00s 11 -8.4178 0.0020 0.00s 12 -8.4161 0.0017 0.00s 13 -8.4146 0.0014 0.00s 14 -8.4135 0.0011 0.00s 15 -8.4126 0.0009 0.00s 28 -8.4126 15it 0.00s Initial clusters = [ 91, 147, 275, ] 1 -285.8723 Inf 0.00s 2 -8.5020 277.3703 0.00s 3 -8.4711 0.0309 0.00s 4 -8.4628 0.0084 0.00s 5 -8.4596 0.0031 0.00s 6 -8.4580 0.0016 0.00s 7 -8.4567 0.0013 0.00s 8 -8.4553 0.0014 0.00s 9 -8.4537 0.0016 0.00s 10 -8.4519 0.0017 0.00s 11 -8.4501 0.0018 0.00s 12 -8.4482 0.0019 0.00s 13 -8.4464 0.0019 0.00s 14 -8.4445 0.0019 0.00s 15 -8.4426 0.0019 0.00s 16 -8.4406 0.0020 0.00s 17 -8.4385 0.0021 0.00s 18 -8.4363 0.0023 0.00s 19 -8.4338 0.0025 0.00s 20 -8.4311 0.0027 0.00s 21 -8.4283 0.0029 0.00s 22 -8.4253 0.0030 0.00s 23 -8.4222 0.0031 0.00s 24 -8.4192 0.0030 0.00s 25 -8.4165 0.0027 0.00s 26 -8.4143 0.0022 0.00s 27 -8.4127 0.0016 0.00s 28 -8.4116 0.0011 0.00s 29 -8.4109 0.0007 0.00s 29 -8.4109 29it 0.01s Initial clusters = [ 67, 272, 132, ] 1 -170.7721 Inf 0.00s 2 -8.4992 162.2729 0.00s 3 -8.4764 0.0228 0.00s 4 -8.4698 0.0067 0.00s 5 -8.4660 0.0037 0.00s 6 -8.4628 0.0032 0.00s 7 -8.4596 0.0032 0.00s 8 -8.4562 0.0034 0.00s 9 -8.4525 0.0036 0.00s 10 -8.4487 0.0038 0.00s 11 -8.4449 0.0039 0.00s 12 -8.4409 0.0039 0.00s 13 -8.4370 0.0040 0.00s 14 -8.4330 0.0040 0.00s 15 -8.4290 0.0040 0.00s 16 -8.4250 0.0040 0.00s 17 -8.4212 0.0038 0.00s 18 -8.4178 0.0034 0.00s 19 -8.4150 0.0028 0.00s 20 -8.4130 0.0019 0.00s 21 -8.4119 0.0012 0.00s 22 -8.4112 0.0006 0.00s 30 -8.4112 22it 0.01s Initial clusters = [ 84, 179, 117, ] 1 -186.6016 Inf 0.00s 2 -8.4913 178.1103 0.00s 3 -8.4734 0.0180 0.00s 4 -8.4702 0.0031 0.00s 5 -8.4690 0.0012 0.00s 6 -8.4682 0.0008 0.00s 0 0 -8.4682 6it 0.00s (initial solution) 1 -9.3069 Inf 0.00s 2 -8.5356 0.7713 0.00s 3 -8.5143 0.0213 0.00s 4 -8.4940 0.0203 0.00s 5 -8.4736 0.0203 0.00s 6 -8.4587 0.0150 0.00s 7 -8.4496 0.0091 0.00s 8 -8.4433 0.0063 0.00s 9 -8.4380 0.0052 0.00s 10 -8.4334 0.0047 0.00s 11 -8.4291 0.0043 0.00s 12 -8.4252 0.0039 0.00s 13 -8.4217 0.0034 0.00s 14 -8.4188 0.0029 0.00s 15 -8.4166 0.0023 0.00s 16 -8.4149 0.0017 0.00s 17 -8.4137 0.0012 0.00s 18 -8.4128 0.0008 0.00s 1 0 -8.4128 18it 0.00s (new best) 1 -9.5161 Inf 0.00s 2 -8.5574 0.9587 0.00s 3 -8.4990 0.0584 0.00s 4 -8.4756 0.0234 0.00s 5 -8.4621 0.0135 0.00s 6 -8.4496 0.0125 0.00s 7 -8.4374 0.0123 0.00s 8 -8.4272 0.0102 0.00s 9 -8.4204 0.0067 0.00s 10 -8.4167 0.0038 0.00s 11 -8.4146 0.0021 0.00s 12 -8.4133 0.0013 0.00s 13 -8.4124 0.0008 0.00s 2 0 -8.4124 13it 0.00s (new best) 1 -8.6306 Inf 0.00s 2 -8.4195 0.2111 0.00s 3 -8.4164 0.0030 0.00s 4 -8.4147 0.0017 0.00s 5 -8.4135 0.0012 0.00s 6 -8.4126 0.0009 0.00s 3 0 -8.4126 6it 0.00s 1 -9.2620 Inf 0.00s 2 -8.5400 0.7220 0.00s 3 -8.5503 0.0103 0.00s 4 -8.5561 0.0058 0.00s 5 -8.5541 0.0020 0.00s 6 -8.5533 0.0008 0.00s 4 1 -8.5533 6it 0.00s 1 -9.2645 Inf 0.00s 2 -8.5308 0.7337 0.00s 3 -8.5275 0.0033 0.00s 4 -8.5229 0.0047 0.00s 5 -8.5140 0.0089 0.00s 6 -8.5016 0.0124 0.00s 7 -8.4892 0.0123 0.00s 8 -8.4788 0.0105 0.00s 9 -8.4702 0.0086 0.00s 10 -8.4630 0.0072 0.00s 11 -8.4568 0.0062 0.00s 12 -8.4514 0.0054 0.00s 13 -8.4466 0.0048 0.00s 14 -8.4423 0.0043 0.00s 15 -8.4383 0.0040 0.00s 16 -8.4346 0.0037 0.00s 17 -8.4311 0.0035 0.00s 18 -8.4277 0.0033 0.00s 19 -8.4247 0.0031 0.00s 20 -8.4219 0.0028 0.00s 21 -8.4194 0.0025 0.00s 22 -8.4174 0.0021 0.00s 23 -8.4157 0.0017 0.00s 24 -8.4144 0.0013 0.00s 25 -8.4134 0.0010 0.00s 5 2 -8.4134 25it 0.01s 1 -8.5979 Inf 0.00s 2 -8.4193 0.1785 0.00s 3 -8.4162 0.0032 0.00s 4 -8.4147 0.0015 0.00s 5 -8.4137 0.0010 0.00s 6 -8.4130 0.0007 0.00s 6 3 -8.4130 6it 0.00s 1 -8.6088 Inf 0.00s 2 -8.4295 0.1794 0.00s 3 -8.4181 0.0114 0.00s 4 -8.4141 0.0039 0.00s 5 -8.4127 0.0015 0.00s 6 -8.4119 0.0007 0.00s 7 4 -8.4119 6it 0.00s (new best) 1 -9.4266 Inf 0.00s 2 -8.5004 0.9262 0.00s 3 -8.4990 0.0015 0.00s 4 -8.4987 0.0003 0.00s 8 0 -8.4987 4it 0.00s 1 -9.4762 Inf 0.00s 2 -8.6137 0.8625 0.00s 3 -8.6097 0.0041 0.00s 4 -8.5955 0.0141 0.00s 5 -8.5951 0.0005 0.00s 9 1 -8.5951 5it 0.00s 1 -8.5835 Inf 0.00s 2 -8.4285 0.1550 0.00s 3 -8.4195 0.0090 0.00s 4 -8.4153 0.0042 0.00s 5 -8.4135 0.0018 0.00s 6 -8.4127 0.0008 0.00s 10 2 -8.4127 6it 0.00s 1 -9.6093 Inf 0.00s 2 -8.5633 1.0459 0.00s 3 -8.6127 0.0494 0.00s 4 -8.5760 0.0368 0.00s 5 -8.5395 0.0365 0.00s 6 -8.5176 0.0219 0.00s 7 -8.5043 0.0133 0.00s 8 -8.4918 0.0124 0.00s 9 -8.4787 0.0132 0.00s 10 -8.4650 0.0137 0.00s 11 -8.4528 0.0122 0.00s 12 -8.4439 0.0089 0.00s 13 -8.4384 0.0055 0.00s 14 -8.4352 0.0032 0.00s 15 -8.4332 0.0020 0.00s 16 -8.4318 0.0014 0.00s 17 -8.4307 0.0011 0.00s 18 -8.4298 0.0009 0.00s 11 3 -8.4298 18it 0.00s 1 -9.2627 Inf 0.00s 2 -8.5006 0.7621 0.00s 3 -8.4975 0.0031 0.00s 4 -8.4968 0.0007 0.00s 12 4 -8.4968 4it 0.00s 1 -10.5413 Inf 0.00s 2 -8.5799 1.9614 0.00s 3 -8.5602 0.0197 0.00s 4 -8.5552 0.0050 0.00s 5 -8.5540 0.0011 0.00s 6 -8.5545 0.0004 0.00s 13 5 -8.5545 6it 0.01s 1 -8.4445 Inf 0.00s 2 -8.4151 0.0294 0.00s 3 -8.4128 0.0022 0.00s 4 -8.4118 0.0011 0.00s 5 -8.4112 0.0006 0.00s 14 6 -8.4112 5it 0.00s (new best) 1 -8.5814 Inf 0.00s 2 -8.4179 0.1635 0.00s 3 -8.4138 0.0041 0.00s 4 -8.4118 0.0020 0.00s 5 -8.4109 0.0010 0.00s 15 0 -8.4109 5it 0.00s (new best) 1 -10.2881 Inf 0.00s 2 -8.5567 1.7314 0.00s 3 -8.5489 0.0078 0.00s 4 -8.5511 0.0022 0.00s 5 -8.5448 0.0063 0.00s 6 -8.5154 0.0295 0.00s 7 -8.4927 0.0226 0.00s 8 -8.4776 0.0152 0.00s 9 -8.4664 0.0112 0.00s 10 -8.4557 0.0106 0.00s 11 -8.4451 0.0106 0.00s 12 -8.4358 0.0093 0.00s 13 -8.4288 0.0070 0.00s 14 -8.4238 0.0049 0.00s 15 -8.4204 0.0034 0.00s 16 -8.4180 0.0024 0.00s 17 -8.4162 0.0018 0.00s 18 -8.4150 0.0013 0.00s 19 -8.4140 0.0010 0.00s 16 0 -8.4140 19it 0.00s 1 -9.3976 Inf 0.00s 2 -8.4914 0.9063 0.00s 3 -8.4480 0.0434 0.00s 4 -8.4331 0.0149 0.00s 5 -8.4256 0.0074 0.00s 6 -8.4216 0.0040 0.00s 7 -8.4191 0.0025 0.00s 8 -8.4172 0.0019 0.00s 9 -8.4156 0.0016 0.00s 10 -8.4143 0.0013 0.00s 11 -8.4133 0.0011 0.00s 12 -8.4124 0.0008 0.00s 17 1 -8.4124 12it 0.00s 1 -9.3941 Inf 0.00s 2 -8.5016 0.8925 0.00s 3 -8.4992 0.0025 0.00s 4 -8.4979 0.0013 0.00s 5 -8.4963 0.0016 0.00s 6 -8.4941 0.0022 0.00s 7 -8.4911 0.0030 0.00s 8 -8.4874 0.0037 0.00s 9 -8.4833 0.0041 0.00s 10 -8.4794 0.0039 0.00s 11 -8.4763 0.0031 0.00s 12 -8.4740 0.0023 0.00s 13 -8.4721 0.0019 0.00s 14 -8.4700 0.0021 0.00s 15 -8.4674 0.0026 0.00s 16 -8.4641 0.0033 0.00s 17 -8.4602 0.0040 0.00s 18 -8.4557 0.0045 0.00s 19 -8.4508 0.0048 0.00s 20 -8.4459 0.0049 0.00s 21 -8.4412 0.0048 0.00s 22 -8.4366 0.0046 0.00s 23 -8.4322 0.0044 0.00s 24 -8.4280 0.0042 0.00s 25 -8.4240 0.0041 0.00s 26 -8.4202 0.0038 0.00s 27 -8.4169 0.0033 0.00s 28 -8.4144 0.0025 0.00s 29 -8.4127 0.0017 0.00s 30 -8.4117 0.0010 0.00s 18 2 -8.4117 30it 0.01s 1 -9.6194 Inf 0.00s 2 -8.4960 1.1234 0.00s 3 -8.4875 0.0085 0.00s 4 -8.4811 0.0064 0.00s 5 -8.4762 0.0049 0.00s 6 -8.4731 0.0031 0.00s 7 -8.4713 0.0018 0.00s 8 -8.4702 0.0011 0.00s 9 -8.4694 0.0008 0.00s 19 3 -8.4694 9it 0.00s 1 -9.5851 Inf 0.00s 2 -8.5689 1.0163 0.00s 3 -8.5411 0.0278 0.00s 4 -8.5422 0.0011 0.00s 5 -8.5316 0.0107 0.00s 6 -8.5088 0.0228 0.00s 7 -8.4942 0.0146 0.00s 8 -8.4818 0.0124 0.00s 9 -8.4708 0.0110 0.00s 10 -8.4612 0.0096 0.00s 11 -8.4533 0.0080 0.00s 12 -8.4467 0.0066 0.00s 13 -8.4411 0.0056 0.00s 14 -8.4362 0.0049 0.00s 15 -8.4319 0.0043 0.00s 16 -8.4281 0.0038 0.00s 17 -8.4247 0.0034 0.00s 18 -8.4217 0.0030 0.00s 19 -8.4192 0.0025 0.00s 20 -8.4171 0.0021 0.00s 21 -8.4155 0.0016 0.00s 22 -8.4142 0.0013 0.00s 23 -8.4133 0.0009 0.00s 20 4 -8.4133 23it 0.01s 1 -8.5067 Inf 0.00s 2 -8.4251 0.0816 0.00s 3 -8.4192 0.0059 0.00s 4 -8.4161 0.0031 0.00s 5 -8.4140 0.0021 0.00s 6 -8.4127 0.0014 0.00s 7 -8.4118 0.0009 0.00s 21 5 -8.4118 7it 0.00s 1 -9.1700 Inf 0.00s 2 -8.4793 0.6906 0.00s 3 -8.4677 0.0117 0.00s 4 -8.4594 0.0083 0.00s 5 -8.4530 0.0064 0.00s 6 -8.4480 0.0051 0.00s 7 -8.4435 0.0044 0.00s 8 -8.4393 0.0042 0.00s 9 -8.4352 0.0041 0.00s 10 -8.4311 0.0041 0.00s 11 -8.4271 0.0041 0.00s 12 -8.4231 0.0040 0.00s 13 -8.4194 0.0037 0.00s 14 -8.4162 0.0032 0.00s 15 -8.4138 0.0024 0.00s 16 -8.4123 0.0015 0.00s 17 -8.4115 0.0008 0.00s 22 6 -8.4115 17it 0.00s 1 -9.5318 Inf 0.00s 2 -8.5374 0.9944 0.00s 3 -8.5285 0.0089 0.00s 4 -8.5209 0.0076 0.00s 5 -8.5103 0.0107 0.00s 6 -8.4962 0.0141 0.00s 7 -8.4830 0.0132 0.00s 8 -8.4723 0.0107 0.00s 9 -8.4638 0.0085 0.00s 10 -8.4569 0.0069 0.00s 11 -8.4510 0.0058 0.00s 12 -8.4459 0.0051 0.00s 13 -8.4414 0.0046 0.00s 14 -8.4372 0.0042 0.00s 15 -8.4332 0.0039 0.00s 16 -8.4295 0.0037 0.00s 17 -8.4261 0.0034 0.00s 18 -8.4231 0.0031 0.00s 19 -8.4204 0.0027 0.00s 20 -8.4181 0.0022 0.00s 21 -8.4163 0.0018 0.00s 22 -8.4149 0.0014 0.00s 23 -8.4139 0.0011 0.00s 24 -8.4131 0.0008 0.00s 23 7 -8.4131 24it 0.01s 1 -9.2469 Inf 0.00s 2 -8.5105 0.7364 0.00s 3 -8.4982 0.0122 0.00s 4 -8.4904 0.0078 0.00s 5 -8.4809 0.0096 0.00s 6 -8.4689 0.0119 0.00s 7 -8.4554 0.0135 0.00s 8 -8.4428 0.0126 0.00s 9 -8.4338 0.0090 0.00s 10 -8.4281 0.0057 0.00s 11 -8.4243 0.0039 0.00s 12 -8.4213 0.0030 0.00s 13 -8.4189 0.0024 0.00s 14 -8.4170 0.0019 0.00s 15 -8.4155 0.0015 0.00s 16 -8.4144 0.0011 0.00s 17 -8.4136 0.0008 0.00s 24 8 -8.4136 17it 0.00s 1 -8.9162 Inf 0.00s 2 -8.4334 0.4828 0.00s 3 -8.4252 0.0081 0.00s 4 -8.4214 0.0038 0.00s 5 -8.4187 0.0027 0.00s 6 -8.4166 0.0021 0.00s 7 -8.4149 0.0016 0.00s 8 -8.4137 0.0012 0.00s 9 -8.4128 0.0009 0.00s 25 9 -8.4128 9it 0.00s 1 -8.6798 Inf 0.00s 2 -8.4273 0.2525 0.00s 3 -8.4224 0.0049 0.00s 4 -8.4187 0.0037 0.00s 5 -8.4157 0.0030 0.00s 6 -8.4134 0.0023 0.00s 7 -8.4118 0.0015 0.00s 8 -8.4109 0.0009 0.00s 26 10 -8.4109 8it 0.00s 1 -9.5736 Inf 0.00s 2 -8.5003 1.0733 0.00s 3 -8.4957 0.0047 0.00s 4 -8.4928 0.0029 0.00s 5 -8.4893 0.0035 0.00s 6 -8.4847 0.0046 0.00s 7 -8.4794 0.0052 0.00s 8 -8.4748 0.0046 0.00s 9 -8.4716 0.0032 0.00s 10 -8.4696 0.0020 0.00s 11 -8.4683 0.0013 0.00s 12 -8.4673 0.0010 0.00s 13 -8.4663 0.0010 0.00s 14 -8.4651 0.0012 0.00s 15 -8.4637 0.0014 0.00s 16 -8.4618 0.0018 0.00s 17 -8.4595 0.0023 0.00s 18 -8.4567 0.0028 0.00s 19 -8.4534 0.0033 0.00s 20 -8.4496 0.0038 0.00s 21 -8.4455 0.0041 0.00s 22 -8.4412 0.0043 0.00s 23 -8.4369 0.0044 0.00s 24 -8.4325 0.0044 0.00s 25 -8.4281 0.0044 0.00s 26 -8.4239 0.0042 0.00s 27 -8.4200 0.0039 0.00s 28 -8.4167 0.0033 0.00s 29 -8.4143 0.0024 0.00s 30 -8.4127 0.0016 0.00s 31 -8.4118 0.0009 0.00s 27 11 -8.4118 31it 0.01s 1 -8.4762 Inf 0.00s 2 -8.4162 0.0599 0.00s 3 -8.4133 0.0029 0.00s 4 -8.4120 0.0014 0.00s 5 -8.4112 0.0007 0.00s 28 12 -8.4112 5it 0.00s 1 -8.8080 Inf 0.00s 2 -8.4353 0.3727 0.00s 3 -8.4284 0.0069 0.00s 4 -8.4242 0.0042 0.00s 5 -8.4206 0.0036 0.00s 6 -8.4174 0.0033 0.00s 7 -8.4146 0.0027 0.00s 8 -8.4126 0.0020 0.00s 9 -8.4114 0.0013 0.00s 10 -8.4107 0.0007 0.00s 29 13 -8.4107 10it 0.00s (new best) 1 -9.0704 Inf 0.00s 2 -8.4665 0.6039 0.00s 3 -8.4480 0.0185 0.00s 4 -8.4374 0.0106 0.00s 5 -8.4303 0.0071 0.00s 6 -8.4257 0.0046 0.00s 7 -8.4227 0.0030 0.00s 8 -8.4205 0.0022 0.00s 9 -8.4188 0.0017 0.00s 10 -8.4174 0.0014 0.00s 11 -8.4161 0.0013 0.00s 12 -8.4150 0.0011 0.00s 13 -8.4140 0.0010 0.00s 30 0 -8.4140 13it 0.00s Initial clusters = [ 84, 179, 117, ] 1 -186.6016 Inf 0.00s 2 -8.4913 178.1103 0.00s 3 -8.4734 0.0180 0.00s 4 -8.4702 0.0031 0.00s 5 -8.4690 0.0012 0.00s 6 -8.4682 0.0008 0.00s 0 -8.4682 6it 0.00s (initial population) Initial clusters = [ 142, 233, 161, ] 1 -244.9465 Inf 0.00s 2 -8.5031 236.4434 0.00s 3 -8.4794 0.0237 0.00s 4 -8.4730 0.0064 0.00s 5 -8.4696 0.0034 0.00s 6 -8.4669 0.0027 0.00s 7 -8.4644 0.0025 0.00s 8 -8.4619 0.0026 0.00s 9 -8.4592 0.0027 0.00s 10 -8.4563 0.0029 0.00s 11 -8.4532 0.0030 0.00s 12 -8.4502 0.0031 0.00s 13 -8.4471 0.0031 0.00s 14 -8.4441 0.0030 0.00s 15 -8.4412 0.0029 0.00s 16 -8.4385 0.0027 0.00s 17 -8.4359 0.0026 0.00s 18 -8.4335 0.0024 0.00s 19 -8.4312 0.0023 0.00s 20 -8.4290 0.0022 0.00s 21 -8.4269 0.0021 0.00s 22 -8.4249 0.0020 0.00s 23 -8.4231 0.0019 0.00s 24 -8.4213 0.0017 0.00s 25 -8.4198 0.0016 0.00s 26 -8.4184 0.0014 0.00s 27 -8.4172 0.0012 0.00s 28 -8.4161 0.0011 0.00s 29 -8.4152 0.0009 0.00s 0 -8.4152 29it 0.01s (initial population) Initial clusters = [ 281, 115, 274, ] 1 -229.8358 Inf 0.00s 2 -8.4886 221.3472 0.00s 3 -8.4628 0.0258 0.00s 4 -8.4477 0.0151 0.00s 5 -8.4350 0.0127 0.00s 6 -8.4255 0.0095 0.00s 7 -8.4198 0.0057 0.00s 8 -8.4165 0.0032 0.00s 9 -8.4146 0.0019 0.00s 10 -8.4134 0.0012 0.00s 11 -8.4126 0.0008 0.00s 0 -8.4126 11it 0.01s (initial population) Initial clusters = [ 49, 253, 81, ] 1 -252.1644 Inf 0.00s 2 -8.4993 243.6651 0.00s 3 -8.4901 0.0092 0.00s 4 -8.4899 0.0002 0.00s 0 -8.4899 4it 0.00s (initial population) Initial clusters = [ 277, 45, 80, ] 1 -207.2153 Inf 0.00s 2 -8.4972 198.7181 0.00s 3 -8.4900 0.0072 0.00s 4 -8.4903 0.0003 0.00s 0 -8.4903 4it 0.00s (initial population) Initial clusters = [ 157, 83, 235, ] 1 -184.0531 Inf 0.00s 2 -8.4780 175.5751 0.00s 3 -8.4521 0.0259 0.00s 4 -8.4410 0.0111 0.00s 5 -8.4328 0.0082 0.00s 6 -8.4262 0.0066 0.00s 7 -8.4210 0.0052 0.00s 8 -8.4171 0.0039 0.00s 9 -8.4143 0.0027 0.00s 10 -8.4126 0.0017 0.00s 11 -8.4116 0.0010 0.00s 12 -8.4110 0.0006 0.00s 0 -8.4110 12it 0.00s (initial population) Initial clusters = [ 264, 26, 68, ] 1 -210.9969 Inf 0.00s 2 -8.5153 202.4816 0.00s 3 -8.4910 0.0243 0.00s 4 -8.4861 0.0049 0.00s 5 -8.4840 0.0021 0.00s 6 -8.4825 0.0014 0.00s 7 -8.4813 0.0012 0.00s 8 -8.4802 0.0011 0.00s 9 -8.4792 0.0010 0.00s 10 -8.4782 0.0010 0.00s 0 -8.4782 10it 0.00s (initial population) Initial clusters = [ 59, 123, 233, ] 1 -240.3711 Inf 0.00s 2 -8.5008 231.8702 0.00s 3 -8.4838 0.0171 0.00s 4 -8.4800 0.0038 0.00s 5 -8.4787 0.0013 0.00s 6 -8.4782 0.0005 0.00s 0 -8.4782 6it 0.00s (initial population) Initial clusters = [ 289, 215, 4, ] 1 -232.5155 Inf 0.00s 2 -8.5200 223.9955 0.00s 3 -8.4998 0.0202 0.00s 4 -8.4931 0.0067 0.00s 5 -8.4894 0.0037 0.00s 6 -8.4869 0.0024 0.00s 7 -8.4853 0.0016 0.00s 8 -8.4842 0.0011 0.00s 9 -8.4835 0.0008 0.00s 0 -8.4835 9it 0.00s (initial population) Initial clusters = [ 269, 65, 262, ] 1 -130.7393 Inf 0.00s 2 -8.4499 122.2894 0.00s 3 -8.4337 0.0162 0.00s 4 -8.4285 0.0052 0.00s 5 -8.4246 0.0039 0.00s 6 -8.4210 0.0036 0.00s 7 -8.4177 0.0033 0.00s 8 -8.4149 0.0028 0.00s 9 -8.4128 0.0021 0.00s 10 -8.4115 0.0013 0.00s 11 -8.4108 0.0007 0.00s 0 -8.4108 11it 0.00s (initial population) Initial clusters = [ 285, 39, 163, ] 1 -172.4556 Inf 0.00s 2 -8.4572 163.9984 0.00s 3 -8.4444 0.0128 0.00s 4 -8.4410 0.0034 0.00s 5 -8.4384 0.0026 0.00s 6 -8.4359 0.0026 0.00s 7 -8.4332 0.0027 0.00s 8 -8.4304 0.0027 0.00s 9 -8.4278 0.0027 0.00s 10 -8.4252 0.0026 0.00s 11 -8.4227 0.0025 0.00s 12 -8.4205 0.0023 0.00s 13 -8.4184 0.0020 0.00s 14 -8.4167 0.0018 0.00s 15 -8.4152 0.0015 0.00s 16 -8.4140 0.0012 0.00s 17 -8.4131 0.0009 0.00s 0 -8.4131 17it 0.01s (initial population) Initial clusters = [ 99, 103, 220, ] 1 -221.7635 Inf 0.00s 2 -8.5136 213.2499 0.00s 3 -8.4905 0.0231 0.00s 4 -8.4835 0.0070 0.00s 5 -8.4801 0.0034 0.00s 6 -8.4781 0.0020 0.00s 7 -8.4767 0.0014 0.00s 8 -8.4756 0.0011 0.00s 9 -8.4748 0.0009 0.00s 0 -8.4748 9it 0.00s (initial population) Initial clusters = [ 106, 255, 147, ] 1 -203.5911 Inf 0.00s 2 -8.4716 195.1195 0.00s 3 -8.4539 0.0177 0.00s 4 -8.4492 0.0047 0.00s 5 -8.4461 0.0031 0.00s 6 -8.4432 0.0029 0.00s 7 -8.4403 0.0029 0.00s 8 -8.4373 0.0030 0.00s 9 -8.4342 0.0030 0.00s 10 -8.4314 0.0029 0.00s 11 -8.4288 0.0026 0.00s 12 -8.4267 0.0022 0.00s 13 -8.4249 0.0018 0.00s 14 -8.4234 0.0015 0.00s 15 -8.4221 0.0013 0.00s 16 -8.4209 0.0012 0.00s 17 -8.4197 0.0012 0.00s 18 -8.4185 0.0011 0.00s 19 -8.4174 0.0011 0.00s 20 -8.4163 0.0011 0.00s 21 -8.4153 0.0010 0.00s 22 -8.4144 0.0009 0.00s 0 -8.4144 22it 0.01s (initial population) Initial clusters = [ 184, 91, 1, ] 1 -192.8661 Inf 0.00s 2 -8.5048 184.3614 0.00s 3 -8.4833 0.0215 0.00s 4 -8.4774 0.0059 0.00s 5 -8.4748 0.0026 0.00s 6 -8.4732 0.0015 0.00s 7 -8.4721 0.0011 0.00s 8 -8.4712 0.0010 0.00s 0 -8.4712 8it 0.00s (initial population) Initial clusters = [ 290, 7, 217, ] 1 -207.0253 Inf 0.00s 2 -8.5084 198.5169 0.00s 3 -8.4895 0.0189 0.00s 4 -8.4874 0.0021 0.00s 5 -8.4869 0.0005 0.00s 0 -8.4869 5it 0.00s (initial population) Initial clusters = [ 249, 93, 149, ] 1 -334.1405 Inf 0.00s 2 -8.5090 325.6315 0.00s 3 -8.4981 0.0109 0.00s 4 -8.4958 0.0024 0.00s 5 -8.4945 0.0013 0.00s 6 -8.4929 0.0016 0.00s 7 -8.4904 0.0025 0.00s 8 -8.4868 0.0036 0.00s 9 -8.4826 0.0042 0.00s 10 -8.4791 0.0035 0.00s 11 -8.4766 0.0024 0.00s 12 -8.4747 0.0019 0.00s 13 -8.4730 0.0017 0.00s 14 -8.4713 0.0017 0.00s 15 -8.4695 0.0018 0.00s 16 -8.4676 0.0019 0.00s 17 -8.4656 0.0020 0.00s 18 -8.4635 0.0022 0.00s 19 -8.4611 0.0024 0.00s 20 -8.4584 0.0026 0.00s 21 -8.4556 0.0028 0.00s 22 -8.4526 0.0030 0.00s 23 -8.4495 0.0031 0.00s 24 -8.4464 0.0031 0.00s 25 -8.4435 0.0029 0.00s 26 -8.4407 0.0028 0.00s 27 -8.4381 0.0026 0.00s 28 -8.4357 0.0024 0.00s 29 -8.4334 0.0023 0.00s 30 -8.4311 0.0022 0.00s 31 -8.4290 0.0021 0.00s 32 -8.4270 0.0020 0.00s 33 -8.4250 0.0019 0.00s 34 -8.4232 0.0018 0.00s 35 -8.4215 0.0017 0.00s 36 -8.4200 0.0015 0.00s 37 -8.4186 0.0014 0.00s 38 -8.4173 0.0012 0.00s 39 -8.4163 0.0011 0.00s 40 -8.4154 0.0009 0.00s 0 -8.4154 40it 0.01s (initial population) Initial clusters = [ 71, 35, 27, ] 1 -186.9679 Inf 0.00s 2 -8.5039 178.4640 0.00s 3 -8.4842 0.0198 0.00s 4 -8.4802 0.0040 0.00s 5 -8.4785 0.0017 0.00s 6 -8.4775 0.0010 0.00s 7 -8.4766 0.0008 0.00s 0 -8.4766 7it 0.00s (initial population) Initial clusters = [ 291, 131, 260, ] 1 -239.2134 Inf 0.00s 2 -8.5446 230.6688 0.00s 3 -8.5101 0.0345 0.00s 4 -8.5046 0.0055 0.00s 5 -8.5038 0.0008 0.00s 0 -8.5038 5it 0.00s (initial population) Initial clusters = [ 66, 106, 73, ] 1 -227.9357 Inf 0.00s 2 -8.4683 219.4674 0.00s 3 -8.4555 0.0128 0.00s 4 -8.4504 0.0051 0.00s 5 -8.4473 0.0031 0.00s 6 -8.4454 0.0019 0.00s 7 -8.4441 0.0013 0.00s 8 -8.4431 0.0009 0.00s 0 -8.4431 8it 0.00s (initial population) Initial clusters = [ 153, 276, 20, ] 1 -242.7830 Inf 0.00s 2 -8.4513 234.3317 0.00s 3 -8.4349 0.0165 0.00s 4 -8.4307 0.0042 0.00s 5 -8.4281 0.0026 0.00s 6 -8.4259 0.0022 0.00s 7 -8.4240 0.0020 0.00s 8 -8.4222 0.0018 0.00s 9 -8.4205 0.0016 0.00s 10 -8.4191 0.0015 0.00s 11 -8.4178 0.0013 0.00s 12 -8.4166 0.0011 0.00s 13 -8.4156 0.0010 0.00s 0 -8.4156 13it 0.00s (initial population) Initial clusters = [ 110, 242, 27, ] 1 -272.0511 Inf 0.00s 2 -8.5348 263.5164 0.00s 3 -8.5097 0.0251 0.00s 4 -8.5027 0.0069 0.00s 5 -8.4988 0.0039 0.00s 6 -8.4960 0.0028 0.00s 7 -8.4937 0.0022 0.00s 8 -8.4921 0.0016 0.00s 9 -8.4912 0.0009 0.00s 0 -8.4912 9it 0.00s (initial population) Initial clusters = [ 198, 138, 116, ] 1 -254.7316 Inf 0.00s 2 -8.5631 246.1684 0.00s 3 -8.5897 0.0265 0.00s 4 -8.6256 0.0359 0.00s 5 -8.6188 0.0068 0.00s 6 -8.6065 0.0123 0.00s 7 -8.5939 0.0126 0.00s 8 -8.5847 0.0092 0.00s 9 -8.5762 0.0085 0.00s 10 -8.5673 0.0088 0.00s 11 -8.5581 0.0092 0.00s 12 -8.5491 0.0090 0.00s 13 -8.5408 0.0083 0.00s 14 -8.5333 0.0075 0.00s 15 -8.5265 0.0068 0.00s 16 -8.5202 0.0063 0.00s 17 -8.5143 0.0060 0.00s 18 -8.5084 0.0059 0.00s 19 -8.5024 0.0060 0.00s 20 -8.4960 0.0064 0.00s 21 -8.4891 0.0069 0.00s 22 -8.4816 0.0075 0.00s 23 -8.4736 0.0080 0.00s 24 -8.4654 0.0082 0.00s 25 -8.4576 0.0078 0.00s 26 -8.4507 0.0069 0.00s 27 -8.4450 0.0057 0.00s 28 -8.4403 0.0047 0.00s 29 -8.4362 0.0041 0.00s 30 -8.4326 0.0036 0.00s 31 -8.4293 0.0033 0.00s 32 -8.4263 0.0030 0.00s 33 -8.4236 0.0027 0.00s 34 -8.4212 0.0024 0.00s 35 -8.4190 0.0021 0.00s 36 -8.4172 0.0018 0.00s 37 -8.4156 0.0015 0.00s 38 -8.4144 0.0013 0.00s 39 -8.4134 0.0010 0.00s 0 -8.4134 39it 0.01s (initial population) Initial clusters = [ 92, 192, 4, ] 1 -449.1748 Inf 0.00s 2 -8.4997 440.6752 0.00s 3 -8.4801 0.0196 0.00s 4 -8.4755 0.0046 0.00s 5 -8.4730 0.0025 0.00s 6 -8.4705 0.0025 0.00s 7 -8.4674 0.0031 0.00s 8 -8.4635 0.0039 0.00s 9 -8.4587 0.0048 0.00s 10 -8.4532 0.0056 0.00s 11 -8.4470 0.0061 0.00s 12 -8.4406 0.0064 0.00s 13 -8.4343 0.0063 0.00s 14 -8.4285 0.0058 0.00s 15 -8.4236 0.0048 0.00s 16 -8.4200 0.0036 0.00s 17 -8.4175 0.0025 0.00s 18 -8.4158 0.0017 0.00s 19 -8.4146 0.0012 0.00s 20 -8.4137 0.0009 0.00s 0 -8.4137 20it 0.01s (initial population) Initial clusters = [ 48, 56, 57, ] 1 -311.6785 Inf 0.00s 2 -8.5094 303.1690 0.00s 3 -8.5065 0.0030 0.00s 4 -8.5095 0.0031 0.00s 5 -8.5124 0.0029 0.00s 6 -8.5148 0.0024 0.00s 7 -8.5168 0.0020 0.00s 8 -8.5185 0.0017 0.00s 9 -8.5199 0.0014 0.00s 10 -8.5210 0.0012 0.00s 11 -8.5220 0.0010 0.00s 0 -8.5220 11it 0.00s (initial population) Initial clusters = [ 75, 17, 163, ] 1 -322.8578 Inf 0.00s 2 -8.5290 314.3288 0.00s 3 -8.5029 0.0260 0.00s 4 -8.4954 0.0076 0.00s 5 -8.4912 0.0042 0.00s 6 -8.4880 0.0032 0.00s 7 -8.4851 0.0029 0.00s 8 -8.4823 0.0028 0.00s 9 -8.4796 0.0028 0.00s 10 -8.4768 0.0028 0.00s 11 -8.4739 0.0029 0.00s 12 -8.4709 0.0030 0.00s 13 -8.4677 0.0032 0.00s 14 -8.4642 0.0035 0.00s 15 -8.4604 0.0038 0.00s 16 -8.4562 0.0042 0.00s 17 -8.4515 0.0047 0.00s 18 -8.4464 0.0051 0.00s 19 -8.4410 0.0054 0.00s 20 -8.4354 0.0055 0.00s 21 -8.4300 0.0054 0.00s 22 -8.4249 0.0051 0.00s 23 -8.4203 0.0046 0.00s 24 -8.4165 0.0038 0.00s 25 -8.4137 0.0028 0.00s 26 -8.4120 0.0017 0.00s 27 -8.4112 0.0009 0.00s 0 -8.4112 27it 0.01s (initial population) Initial clusters = [ 246, 116, 15, ] 1 -206.2222 Inf 0.00s 2 -8.6097 197.6125 0.00s 3 -8.5597 0.0500 0.00s 4 -8.5328 0.0269 0.00s 5 -8.5121 0.0207 0.00s 6 -8.4858 0.0263 0.00s 7 -8.4735 0.0123 0.00s 8 -8.4646 0.0089 0.00s 9 -8.4574 0.0072 0.00s 10 -8.4511 0.0063 0.00s 11 -8.4454 0.0057 0.00s 12 -8.4401 0.0053 0.00s 13 -8.4352 0.0049 0.00s 14 -8.4307 0.0045 0.00s 15 -8.4267 0.0040 0.00s 16 -8.4231 0.0035 0.00s 17 -8.4201 0.0030 0.00s 18 -8.4176 0.0025 0.00s 19 -8.4156 0.0020 0.00s 20 -8.4140 0.0016 0.00s 21 -8.4128 0.0012 0.00s 22 -8.4120 0.0009 0.00s 0 -8.4120 22it 0.01s (initial population) Initial clusters = [ 225, 287, 203, ] 1 -223.2711 Inf 0.00s 2 -8.4317 214.8394 0.00s 3 -8.4179 0.0138 0.00s 4 -8.4148 0.0031 0.00s 5 -8.4132 0.0016 0.00s 6 -8.4122 0.0010 0.00s 7 -8.4115 0.0007 0.00s 0 -8.4115 7it 0.00s (initial population) Initial clusters = [ 295, 242, 265, ] 1 -350.1859 Inf 0.00s 2 -8.5037 341.6822 0.00s 3 -8.4896 0.0141 0.00s 4 -8.4865 0.0031 0.00s 5 -8.4850 0.0015 0.00s 6 -8.4838 0.0012 0.00s 7 -8.4828 0.0010 0.00s 8 -8.4818 0.0010 0.00s 0 -8.4818 8it 0.00s (initial population) Initial clusters = [ 97, 252, 178, ] 1 -183.0558 Inf 0.00s 2 -8.4770 174.5788 0.00s 3 -8.4526 0.0244 0.00s 4 -8.4438 0.0088 0.00s 5 -8.4377 0.0061 0.00s 6 -8.4327 0.0050 0.00s 7 -8.4286 0.0042 0.00s 8 -8.4251 0.0035 0.00s 9 -8.4222 0.0029 0.00s 10 -8.4198 0.0024 0.00s 11 -8.4178 0.0020 0.00s 12 -8.4161 0.0017 0.00s 13 -8.4146 0.0014 0.00s 14 -8.4135 0.0011 0.00s 15 -8.4126 0.0009 0.00s 0 -8.4126 15it 0.00s (initial population) Initial clusters = [ 91, 147, 275, ] 1 -285.8723 Inf 0.00s 2 -8.5020 277.3703 0.00s 3 -8.4711 0.0309 0.00s 4 -8.4628 0.0084 0.00s 5 -8.4596 0.0031 0.00s 6 -8.4580 0.0016 0.00s 7 -8.4567 0.0013 0.00s 8 -8.4553 0.0014 0.00s 9 -8.4537 0.0016 0.00s 10 -8.4519 0.0017 0.00s 11 -8.4501 0.0018 0.00s 12 -8.4482 0.0019 0.00s 13 -8.4464 0.0019 0.00s 14 -8.4445 0.0019 0.00s 15 -8.4426 0.0019 0.00s 16 -8.4406 0.0020 0.00s 17 -8.4385 0.0021 0.00s 18 -8.4363 0.0023 0.00s 19 -8.4338 0.0025 0.00s 20 -8.4311 0.0027 0.00s 21 -8.4283 0.0029 0.00s 22 -8.4253 0.0030 0.00s 23 -8.4222 0.0031 0.00s 24 -8.4192 0.0030 0.00s 25 -8.4165 0.0027 0.00s 26 -8.4143 0.0022 0.00s 27 -8.4127 0.0016 0.00s 28 -8.4116 0.0011 0.00s 29 -8.4109 0.0007 0.00s 0 -8.4109 29it 0.01s (initial population) Initial clusters = [ 67, 272, 132, ] 1 -170.7721 Inf 0.00s 2 -8.4992 162.2729 0.00s 3 -8.4764 0.0228 0.00s 4 -8.4698 0.0067 0.00s 5 -8.4660 0.0037 0.00s 6 -8.4628 0.0032 0.00s 7 -8.4596 0.0032 0.00s 8 -8.4562 0.0034 0.00s 9 -8.4525 0.0036 0.00s 10 -8.4487 0.0038 0.00s 11 -8.4449 0.0039 0.00s 12 -8.4409 0.0039 0.00s 13 -8.4370 0.0040 0.00s 14 -8.4330 0.0040 0.00s 15 -8.4290 0.0040 0.00s 16 -8.4250 0.0040 0.00s 17 -8.4212 0.0038 0.00s 18 -8.4178 0.0034 0.00s 19 -8.4150 0.0028 0.00s 20 -8.4130 0.0019 0.00s 21 -8.4119 0.0012 0.00s 22 -8.4112 0.0006 0.00s 0 -8.4112 22it 0.01s (initial population) Initial clusters = [ 167, 171, 254, ] 1 -607.7145 Inf 0.00s 2 -8.6315 599.0829 0.00s 3 -8.5897 0.0419 0.00s 4 -8.5731 0.0166 0.00s 5 -8.5616 0.0115 0.00s 6 -8.5517 0.0099 0.00s 7 -8.5426 0.0092 0.00s 8 -8.5340 0.0085 0.00s 9 -8.5263 0.0077 0.00s 10 -8.5196 0.0068 0.00s 11 -8.5137 0.0059 0.00s 12 -8.5086 0.0051 0.00s 13 -8.5042 0.0044 0.00s 14 -8.5005 0.0037 0.00s 15 -8.4977 0.0028 0.00s 16 -8.4957 0.0020 0.00s 17 -8.4944 0.0013 0.00s 18 -8.4936 0.0009 0.00s 0 -8.4936 18it 0.00s (initial population) Initial clusters = [ 88, 67, 234, ] 1 -285.1899 Inf 0.00s 2 -8.5067 276.6831 0.00s 3 -8.4907 0.0160 0.00s 4 -8.4881 0.0026 0.00s 5 -8.4875 0.0006 0.00s 0 -8.4875 5it 0.00s (initial population) Initial clusters = [ 242, 164, 76, ] 1 -294.7461 Inf 0.00s 2 -8.4950 286.2511 0.00s 3 -8.4848 0.0102 0.00s 4 -8.4835 0.0014 0.00s 5 -8.4833 0.0002 0.00s 0 -8.4833 5it 0.01s (initial population) Initial clusters = [ 226, 132, 97, ] 1 -263.0677 Inf 0.00s 2 -8.5300 254.5377 0.00s 3 -8.5001 0.0299 0.00s 4 -8.4855 0.0146 0.00s 5 -8.4760 0.0095 0.00s 6 -8.4697 0.0064 0.00s 7 -8.4645 0.0052 0.00s 8 -8.4598 0.0048 0.00s 9 -8.4554 0.0044 0.00s 10 -8.4516 0.0038 0.00s 11 -8.4486 0.0031 0.00s 12 -8.4461 0.0025 0.00s 13 -8.4441 0.0020 0.00s 14 -8.4423 0.0018 0.00s 15 -8.4406 0.0017 0.00s 16 -8.4390 0.0016 0.00s 17 -8.4374 0.0016 0.00s 18 -8.4358 0.0016 0.00s 19 -8.4342 0.0016 0.00s 20 -8.4326 0.0016 0.00s 21 -8.4309 0.0016 0.00s 22 -8.4293 0.0017 0.00s 23 -8.4276 0.0017 0.00s 24 -8.4260 0.0016 0.00s 25 -8.4244 0.0016 0.00s 26 -8.4228 0.0015 0.00s 27 -8.4213 0.0015 0.00s 28 -8.4200 0.0014 0.00s 29 -8.4187 0.0013 0.00s 30 -8.4175 0.0011 0.00s 31 -8.4165 0.0010 0.00s 32 -8.4156 0.0009 0.00s 0 -8.4156 32it 0.01s (initial population) Initial clusters = [ 84, 133, 118, ] 1 -226.1040 Inf 0.00s 2 -8.5031 217.6009 0.00s 3 -8.4826 0.0206 0.00s 4 -8.4797 0.0029 0.00s 5 -8.4785 0.0012 0.00s 6 -8.4773 0.0012 0.00s 7 -8.4759 0.0013 0.00s 8 -8.4746 0.0014 0.00s 9 -8.4733 0.0013 0.00s 10 -8.4721 0.0011 0.00s 11 -8.4712 0.0010 0.00s 0 -8.4712 11it 0.00s (initial population) Initial clusters = [ 218, 137, 285, ] 1 -293.4541 Inf 0.00s 2 -8.4786 284.9755 0.00s 3 -8.4547 0.0239 0.00s 4 -8.4434 0.0113 0.00s 5 -8.4343 0.0091 0.00s 6 -8.4271 0.0072 0.00s 7 -8.4221 0.0050 0.00s 8 -8.4189 0.0032 0.00s 9 -8.4167 0.0021 0.00s 10 -8.4152 0.0015 0.00s 11 -8.4140 0.0012 0.00s 12 -8.4131 0.0009 0.00s 0 -8.4131 12it 0.00s (initial population) Initial clusters = [ 13, 58, 166, ] 1 -190.7359 Inf 0.00s 2 -8.4924 182.2434 0.00s 3 -8.4720 0.0205 0.00s 4 -8.4670 0.0050 0.00s 5 -8.4647 0.0023 0.00s 6 -8.4629 0.0018 0.00s 7 -8.4611 0.0018 0.00s 8 -8.4592 0.0019 0.00s 9 -8.4570 0.0022 0.00s 10 -8.4546 0.0024 0.00s 11 -8.4519 0.0027 0.00s 12 -8.4490 0.0030 0.00s 13 -8.4458 0.0032 0.00s 14 -8.4425 0.0033 0.00s 15 -8.4393 0.0032 0.00s 16 -8.4365 0.0028 0.00s 17 -8.4343 0.0023 0.00s 18 -8.4326 0.0017 0.00s 19 -8.4313 0.0013 0.00s 20 -8.4302 0.0010 0.00s 21 -8.4293 0.0009 0.00s 0 -8.4293 21it 0.01s (initial population) Initial clusters = [ 153, 292, 64, ] 1 -306.6054 Inf 0.00s 2 -8.5775 298.0279 0.00s 3 -8.5853 0.0078 0.00s 4 -8.5798 0.0055 0.00s 5 -8.5729 0.0069 0.00s 6 -8.5664 0.0065 0.00s 7 -8.5600 0.0063 0.00s 8 -8.5539 0.0061 0.00s 9 -8.5481 0.0058 0.00s 10 -8.5426 0.0055 0.00s 11 -8.5375 0.0052 0.00s 12 -8.5325 0.0049 0.00s 13 -8.5275 0.0050 0.00s 14 -8.5222 0.0054 0.00s 15 -8.5162 0.0060 0.00s 16 -8.5094 0.0068 0.00s 17 -8.5019 0.0075 0.00s 18 -8.4940 0.0079 0.00s 19 -8.4859 0.0080 0.00s 20 -8.4784 0.0075 0.00s 21 -8.4719 0.0065 0.00s 22 -8.4663 0.0056 0.00s 23 -8.4612 0.0050 0.00s 24 -8.4565 0.0047 0.00s 25 -8.4521 0.0044 0.00s 26 -8.4480 0.0042 0.00s 27 -8.4440 0.0040 0.00s 28 -8.4402 0.0038 0.00s 29 -8.4366 0.0036 0.00s 30 -8.4332 0.0034 0.00s 31 -8.4300 0.0032 0.00s 32 -8.4270 0.0030 0.00s 33 -8.4242 0.0028 0.00s 34 -8.4217 0.0025 0.00s 35 -8.4195 0.0022 0.00s 36 -8.4176 0.0019 0.00s 37 -8.4160 0.0016 0.00s 38 -8.4147 0.0013 0.00s 39 -8.4136 0.0011 0.00s 40 -8.4128 0.0008 0.00s 0 -8.4128 40it 0.01s (initial population) Initial clusters = [ 129, 133, 168, ] 1 -299.0063 Inf 0.00s 2 -8.5286 290.4777 0.00s 3 -8.5189 0.0098 0.00s 4 -8.5151 0.0037 0.00s 5 -8.5094 0.0057 0.00s 6 -8.5024 0.0070 0.00s 7 -8.4949 0.0074 0.00s 8 -8.4877 0.0073 0.00s 9 -8.4808 0.0069 0.00s 10 -8.4745 0.0063 0.00s 11 -8.4689 0.0056 0.00s 12 -8.4638 0.0051 0.00s 13 -8.4592 0.0046 0.00s 14 -8.4548 0.0044 0.00s 15 -8.4507 0.0041 0.00s 16 -8.4468 0.0039 0.00s 17 -8.4431 0.0037 0.00s 18 -8.4396 0.0035 0.00s 19 -8.4363 0.0033 0.00s 20 -8.4332 0.0032 0.00s 21 -8.4302 0.0030 0.00s 22 -8.4273 0.0028 0.00s 23 -8.4247 0.0027 0.00s 24 -8.4222 0.0025 0.00s 25 -8.4200 0.0022 0.00s 26 -8.4180 0.0020 0.00s 27 -8.4163 0.0017 0.00s 28 -8.4149 0.0014 0.00s 29 -8.4138 0.0011 0.00s 30 -8.4129 0.0009 0.00s 0 -8.4129 30it 0.01s (initial population) Initial clusters = [ 194, 41, 57, ] 1 -258.5493 Inf 0.00s 2 -8.5089 250.0403 0.00s 3 -8.4834 0.0255 0.00s 4 -8.4751 0.0083 0.00s 5 -8.4712 0.0038 0.00s 6 -8.4687 0.0026 0.00s 7 -8.4662 0.0025 0.00s 8 -8.4633 0.0029 0.00s 9 -8.4600 0.0033 0.00s 10 -8.4561 0.0038 0.00s 11 -8.4519 0.0042 0.00s 12 -8.4476 0.0044 0.00s 13 -8.4431 0.0045 0.00s 14 -8.4387 0.0044 0.00s 15 -8.4343 0.0044 0.00s 16 -8.4300 0.0043 0.00s 17 -8.4258 0.0042 0.00s 18 -8.4218 0.0040 0.00s 19 -8.4182 0.0036 0.00s 20 -8.4153 0.0029 0.00s 21 -8.4133 0.0020 0.00s 22 -8.4121 0.0012 0.00s 23 -8.4114 0.0007 0.00s 0 -8.4114 23it 0.01s (initial population) Initial clusters = [ 214, 153, 212, ] 1 -205.6895 Inf 0.00s 2 -8.4931 197.1964 0.00s 3 -8.4703 0.0228 0.00s 4 -8.4648 0.0055 0.00s 5 -8.4616 0.0031 0.00s 6 -8.4590 0.0026 0.00s 7 -8.4564 0.0026 0.00s 8 -8.4538 0.0026 0.00s 9 -8.4511 0.0027 0.00s 10 -8.4484 0.0028 0.00s 11 -8.4455 0.0028 0.00s 12 -8.4426 0.0029 0.00s 13 -8.4396 0.0030 0.00s 14 -8.4366 0.0030 0.00s 15 -8.4334 0.0031 0.00s 16 -8.4302 0.0033 0.00s 17 -8.4268 0.0034 0.00s 18 -8.4234 0.0034 0.00s 19 -8.4200 0.0034 0.00s 20 -8.4170 0.0031 0.00s 21 -8.4144 0.0025 0.00s 22 -8.4126 0.0018 0.00s 23 -8.4115 0.0011 0.00s 24 -8.4108 0.0006 0.00s 0 -8.4108 24it 0.01s (initial population) Initial clusters = [ 43, 206, 51, ] 1 -203.8872 Inf 0.00s 2 -8.5197 195.3675 0.00s 3 -8.4975 0.0223 0.00s 4 -8.4933 0.0042 0.00s 5 -8.4916 0.0017 0.00s 6 -8.4904 0.0011 0.00s 7 -8.4894 0.0010 0.00s 8 -8.4883 0.0011 0.00s 9 -8.4871 0.0012 0.00s 10 -8.4859 0.0012 0.00s 11 -8.4846 0.0013 0.00s 12 -8.4833 0.0013 0.00s 13 -8.4820 0.0013 0.00s 14 -8.4809 0.0011 0.00s 15 -8.4799 0.0010 0.00s 0 -8.4799 15it 0.00s (initial population) Initial clusters = [ 46, 250, 157, ] 1 -282.9120 Inf 0.00s 2 -8.5063 274.4057 0.00s 3 -8.4889 0.0173 0.00s 4 -8.4859 0.0031 0.00s 5 -8.4851 0.0008 0.00s 0 -8.4851 5it 0.00s (initial population) Initial clusters = [ 192, 105, 15, ] 1 -177.2745 Inf 0.00s 2 -8.4428 168.8317 0.00s 3 -8.4192 0.0237 0.00s 4 -8.4131 0.0060 0.00s 5 -8.4114 0.0018 0.00s 6 -8.4108 0.0006 0.00s 0 -8.4108 6it 0.00s (initial population) Initial clusters = [ 289, 197, 227, ] 1 -227.0588 Inf 0.00s 2 -8.5512 218.5076 0.00s 3 -8.5010 0.0502 0.00s 4 -8.4773 0.0237 0.00s 5 -8.4629 0.0144 0.00s 6 -8.4559 0.0071 0.00s 7 -8.4524 0.0035 0.00s 8 -8.4499 0.0025 0.00s 9 -8.4481 0.0019 0.00s 10 -8.4464 0.0016 0.00s 11 -8.4449 0.0015 0.00s 12 -8.4434 0.0015 0.00s 13 -8.4420 0.0014 0.00s 14 -8.4406 0.0014 0.00s 15 -8.4391 0.0014 0.00s 16 -8.4377 0.0014 0.00s 17 -8.4362 0.0015 0.00s 18 -8.4347 0.0015 0.00s 19 -8.4332 0.0015 0.00s 20 -8.4317 0.0016 0.00s 21 -8.4301 0.0016 0.00s 22 -8.4285 0.0016 0.00s 23 -8.4269 0.0016 0.00s 24 -8.4253 0.0016 0.00s 25 -8.4238 0.0015 0.00s 26 -8.4223 0.0015 0.00s 27 -8.4208 0.0014 0.00s 28 -8.4195 0.0013 0.00s 29 -8.4183 0.0012 0.00s 30 -8.4172 0.0011 0.00s 31 -8.4162 0.0010 0.00s 0 -8.4162 31it 0.01s (initial population) Initial clusters = [ 180, 54, 160, ] 1 -259.4273 Inf 0.00s 2 -8.4631 250.9642 0.00s 3 -8.4474 0.0157 0.00s 4 -8.4401 0.0073 0.00s 5 -8.4345 0.0057 0.00s 6 -8.4301 0.0044 0.00s 7 -8.4267 0.0034 0.00s 8 -8.4240 0.0027 0.00s 9 -8.4216 0.0024 0.00s 10 -8.4195 0.0021 0.00s 11 -8.4176 0.0019 0.00s 12 -8.4160 0.0016 0.00s 13 -8.4146 0.0014 0.00s 14 -8.4135 0.0011 0.00s 15 -8.4127 0.0008 0.00s 0 -8.4127 15it 0.00s (initial population) Initial clusters = [ 115, 177, 87, ] 1 -254.5957 Inf 0.00s 2 -8.5104 246.0853 0.00s 3 -8.4870 0.0233 0.00s 4 -8.4803 0.0068 0.00s 5 -8.4761 0.0042 0.00s 6 -8.4724 0.0036 0.00s 7 -8.4689 0.0035 0.00s 8 -8.4654 0.0035 0.00s 9 -8.4619 0.0035 0.00s 10 -8.4584 0.0035 0.00s 11 -8.4549 0.0035 0.00s 12 -8.4514 0.0034 0.00s 13 -8.4482 0.0032 0.00s 14 -8.4452 0.0030 0.00s 15 -8.4426 0.0027 0.00s 16 -8.4402 0.0024 0.00s 17 -8.4380 0.0022 0.00s 18 -8.4359 0.0021 0.00s 19 -8.4339 0.0020 0.00s 20 -8.4320 0.0019 0.00s 21 -8.4301 0.0019 0.00s 22 -8.4283 0.0018 0.00s 23 -8.4265 0.0018 0.00s 24 -8.4248 0.0017 0.00s 25 -8.4231 0.0017 0.00s 26 -8.4215 0.0016 0.00s 27 -8.4201 0.0015 0.00s 28 -8.4188 0.0013 0.00s 29 -8.4176 0.0012 0.00s 30 -8.4165 0.0011 0.00s 31 -8.4156 0.0009 0.00s 0 -8.4156 31it 0.01s (initial population) Initial clusters = [ 155, 258, 150, ] 1 -395.7570 Inf 0.00s 2 -8.4815 387.2755 0.00s 3 -8.4730 0.0085 0.00s 4 -8.4710 0.0020 0.00s 5 -8.4698 0.0011 0.00s 6 -8.4688 0.0010 0.00s 7 -8.4676 0.0012 0.00s 8 -8.4660 0.0016 0.00s 9 -8.4639 0.0021 0.00s 10 -8.4612 0.0028 0.00s 11 -8.4576 0.0036 0.00s 12 -8.4533 0.0043 0.00s 13 -8.4487 0.0046 0.00s 14 -8.4439 0.0048 0.00s 15 -8.4390 0.0049 0.00s 16 -8.4345 0.0045 0.00s 17 -8.4309 0.0035 0.00s 18 -8.4285 0.0024 0.00s 19 -8.4270 0.0016 0.00s 20 -8.4258 0.0012 0.00s 21 -8.4248 0.0010 0.00s 0 -8.4248 21it 0.01s (initial population) Initial clusters = [ 292, 56, 144, ] 1 -245.0082 Inf 0.00s 2 -8.4617 236.5465 0.00s 3 -8.4426 0.0191 0.00s 4 -8.4370 0.0056 0.00s 5 -8.4340 0.0031 0.00s 6 -8.4318 0.0021 0.00s 7 -8.4302 0.0017 0.00s 8 -8.4287 0.0014 0.00s 9 -8.4274 0.0013 0.00s 10 -8.4262 0.0012 0.00s 11 -8.4251 0.0012 0.00s 12 -8.4239 0.0011 0.00s 13 -8.4228 0.0011 0.00s 14 -8.4217 0.0011 0.00s 15 -8.4206 0.0011 0.00s 16 -8.4194 0.0011 0.00s 17 -8.4183 0.0011 0.00s 18 -8.4172 0.0011 0.00s 19 -8.4162 0.0011 0.00s 20 -8.4152 0.0010 0.00s 0 -8.4152 20it 0.00s (initial population) 1 -10.6756 Inf 0.00s 2 -8.5679 2.1077 0.00s 3 -8.5491 0.0188 0.00s 4 -8.5443 0.0048 0.00s 5 -8.5465 0.0022 0.00s 6 -8.5322 0.0143 0.00s 7 -8.5184 0.0138 0.00s 8 -8.5085 0.0098 0.00s 9 -8.5020 0.0065 0.00s 10 -8.4994 0.0026 0.00s 11 -8.4984 0.0010 0.00s 12 -8.4979 0.0004 0.00s 1 0 -8.4979 12it 0.00s 1 -9.4996 Inf 0.00s 2 -8.5253 0.9743 0.00s 3 -8.5220 0.0032 0.00s 4 -8.5100 0.0121 0.00s 5 -8.4949 0.0150 0.00s 6 -8.4811 0.0139 0.00s 7 -8.4686 0.0125 0.00s 8 -8.4580 0.0106 0.00s 9 -8.4498 0.0082 0.00s 10 -8.4438 0.0060 0.00s 11 -8.4395 0.0043 0.00s 12 -8.4364 0.0031 0.00s 13 -8.4341 0.0023 0.00s 14 -8.4324 0.0017 0.00s 15 -8.4310 0.0014 0.00s 16 -8.4299 0.0011 0.00s 17 -8.4289 0.0009 0.00s 2 0 -8.4289 17it 0.01s 1 -10.1732 Inf 0.00s 2 -8.5037 1.6695 0.00s 3 -8.4851 0.0186 0.00s 4 -8.4698 0.0153 0.00s 5 -8.4578 0.0121 0.00s 6 -8.4489 0.0089 0.00s 7 -8.4422 0.0067 0.00s 8 -8.4369 0.0053 0.00s 9 -8.4324 0.0045 0.00s 10 -8.4284 0.0040 0.00s 11 -8.4246 0.0038 0.00s 12 -8.4210 0.0036 0.00s 13 -8.4177 0.0033 0.00s 14 -8.4149 0.0028 0.00s 15 -8.4128 0.0021 0.00s 16 -8.4115 0.0013 0.00s 17 -8.4107 0.0007 0.00s 3 1 -8.4107 17it 0.00s 1 -8.5757 Inf 0.00s 2 -8.4195 0.1562 0.00s 3 -8.4158 0.0037 0.00s 4 -8.4140 0.0018 0.00s 5 -8.4129 0.0011 0.00s 6 -8.4122 0.0007 0.00s 4 0 -8.4122 6it 0.00s 1 -8.6009 Inf 0.00s 2 -8.4547 0.1462 0.00s 3 -8.4478 0.0069 0.00s 4 -8.4432 0.0047 0.00s 5 -8.4400 0.0032 0.00s 6 -8.4377 0.0023 0.00s 7 -8.4359 0.0019 0.00s 8 -8.4342 0.0017 0.00s 9 -8.4326 0.0016 0.00s 10 -8.4311 0.0015 0.00s 11 -8.4297 0.0014 0.00s 12 -8.4284 0.0013 0.00s 13 -8.4271 0.0013 0.00s 14 -8.4259 0.0012 0.00s 15 -8.4247 0.0012 0.00s 16 -8.4236 0.0012 0.00s 17 -8.4224 0.0012 0.00s 18 -8.4213 0.0012 0.00s 19 -8.4201 0.0011 0.00s 20 -8.4190 0.0011 0.00s 21 -8.4179 0.0011 0.00s 22 -8.4168 0.0011 0.00s 23 -8.4157 0.0010 0.00s 24 -8.4148 0.0010 0.00s 5 1 -8.4148 24it 0.01s 1 -9.5232 Inf 0.00s 2 -8.4993 1.0238 0.00s 3 -8.4970 0.0023 0.00s 4 -8.4956 0.0014 0.00s 5 -8.4936 0.0020 0.00s 6 -8.4906 0.0029 0.00s 7 -8.4865 0.0041 0.00s 8 -8.4813 0.0053 0.00s 9 -8.4755 0.0057 0.00s 10 -8.4707 0.0049 0.00s 11 -8.4676 0.0031 0.00s 12 -8.4658 0.0018 0.00s 13 -8.4646 0.0012 0.00s 14 -8.4635 0.0011 0.00s 15 -8.4624 0.0011 0.00s 16 -8.4610 0.0013 0.00s 17 -8.4595 0.0015 0.00s 18 -8.4577 0.0018 0.00s 19 -8.4557 0.0021 0.00s 20 -8.4533 0.0024 0.00s 21 -8.4507 0.0026 0.00s 22 -8.4477 0.0029 0.00s 23 -8.4446 0.0031 0.00s 24 -8.4414 0.0032 0.00s 25 -8.4383 0.0030 0.00s 26 -8.4357 0.0026 0.00s 27 -8.4337 0.0020 0.00s 28 -8.4322 0.0015 0.00s 29 -8.4310 0.0012 0.00s 30 -8.4300 0.0010 0.00s 6 2 -8.4300 30it 0.01s 1 -8.6000 Inf 0.00s 2 -8.4216 0.1784 0.00s 3 -8.4183 0.0033 0.00s 4 -8.4165 0.0017 0.00s 5 -8.4152 0.0013 0.00s 6 -8.4142 0.0010 0.00s 7 -8.4134 0.0008 0.00s 7 3 -8.4134 7it 0.00s 1 -9.9626 Inf 0.00s 2 -8.5269 1.4358 0.00s 3 -8.5092 0.0177 0.00s 4 -8.4894 0.0199 0.00s 5 -8.4720 0.0174 0.00s 6 -8.4599 0.0120 0.00s 7 -8.4507 0.0093 0.00s 8 -8.4425 0.0082 0.00s 9 -8.4353 0.0072 0.00s 10 -8.4293 0.0060 0.00s 11 -8.4247 0.0047 0.00s 12 -8.4211 0.0035 0.00s 13 -8.4185 0.0026 0.00s 14 -8.4166 0.0019 0.00s 15 -8.4152 0.0014 0.00s 16 -8.4141 0.0010 0.00s 17 -8.4134 0.0008 0.00s 8 4 -8.4134 17it 0.00s 1 -8.5638 Inf 0.00s 2 -8.4253 0.1385 0.00s 3 -8.4212 0.0041 0.00s 4 -8.4188 0.0024 0.00s 5 -8.4170 0.0018 0.00s 6 -8.4156 0.0014 0.00s 7 -8.4146 0.0011 0.00s 8 -8.4138 0.0008 0.00s 9 5 -8.4138 8it 0.00s 1 -9.5438 Inf 0.00s 2 -8.6107 0.9332 0.00s 3 -8.5890 0.0217 0.00s 4 -8.5918 0.0028 0.00s 5 -8.5928 0.0010 0.00s 6 -8.5885 0.0043 0.00s 7 -8.5865 0.0020 0.00s 8 -8.5842 0.0023 0.00s 9 -8.5812 0.0029 0.00s 10 -8.5774 0.0038 0.00s 11 -8.5724 0.0050 0.00s 12 -8.5655 0.0068 0.00s 13 -8.5566 0.0089 0.00s 14 -8.5467 0.0100 0.00s 15 -8.5378 0.0088 0.00s 16 -8.5314 0.0065 0.00s 17 -8.5265 0.0048 0.00s 18 -8.5223 0.0043 0.00s 19 -8.5180 0.0043 0.00s 20 -8.5141 0.0039 0.00s 21 -8.5103 0.0038 0.00s 22 -8.5067 0.0036 0.00s 23 -8.5033 0.0034 0.00s 24 -8.5000 0.0033 0.00s 25 -8.4969 0.0031 0.00s 26 -8.4938 0.0031 0.00s 27 -8.4907 0.0031 0.00s 28 -8.4876 0.0031 0.00s 29 -8.4844 0.0033 0.00s 30 -8.4808 0.0035 0.00s 31 -8.4770 0.0039 0.00s 32 -8.4726 0.0043 0.00s 33 -8.4678 0.0048 0.00s 34 -8.4627 0.0051 0.00s 35 -8.4574 0.0053 0.00s 36 -8.4522 0.0052 0.00s 37 -8.4472 0.0050 0.00s 38 -8.4427 0.0046 0.00s 39 -8.4387 0.0039 0.00s 40 -8.4356 0.0031 0.00s 41 -8.4332 0.0024 0.00s 42 -8.4315 0.0018 0.00s 43 -8.4300 0.0014 0.00s 44 -8.4288 0.0012 0.00s 45 -8.4277 0.0011 0.00s 46 -8.4267 0.0011 0.00s 47 -8.4256 0.0010 0.00s 48 -8.4246 0.0010 0.00s 49 -8.4235 0.0010 0.00s 50 -8.4225 0.0011 0.00s 51 -8.4214 0.0011 0.00s 52 -8.4203 0.0011 0.00s 53 -8.4192 0.0011 0.00s 54 -8.4181 0.0011 0.00s 55 -8.4170 0.0011 0.00s 56 -8.4160 0.0010 0.00s 57 -8.4150 0.0010 0.00s 10 6 -8.4150 57it 0.02s 1 -9.1406 Inf 0.00s 2 -8.4766 0.6640 0.00s 3 -8.4613 0.0153 0.00s 4 -8.4498 0.0114 0.00s 5 -8.4399 0.0100 0.00s 6 -8.4320 0.0078 0.00s 7 -8.4261 0.0059 0.00s 8 -8.4216 0.0045 0.00s 9 -8.4181 0.0035 0.00s 10 -8.4155 0.0026 0.00s 11 -8.4137 0.0018 0.00s 12 -8.4125 0.0012 0.00s 13 -8.4116 0.0008 0.00s 11 7 -8.4116 13it 0.00s 1 -9.3588 Inf 0.00s 2 -8.5472 0.8116 0.00s 3 -8.5616 0.0144 0.00s 4 -8.5915 0.0299 0.00s 5 -8.5783 0.0132 0.00s 6 -8.5668 0.0115 0.00s 7 -8.5553 0.0115 0.00s 8 -8.5437 0.0116 0.00s 9 -8.5327 0.0110 0.00s 10 -8.5241 0.0086 0.00s 11 -8.5188 0.0053 0.00s 12 -8.5163 0.0025 0.00s 13 -8.5154 0.0009 0.00s 12 8 -8.5154 13it 0.00s 1 -9.6360 Inf 0.00s 2 -8.4772 1.1588 0.00s 3 -8.4620 0.0151 0.00s 4 -8.4519 0.0102 0.00s 5 -8.4443 0.0075 0.00s 6 -8.4383 0.0060 0.00s 7 -8.4332 0.0051 0.00s 8 -8.4286 0.0046 0.00s 9 -8.4243 0.0043 0.00s 10 -8.4204 0.0039 0.00s 11 -8.4169 0.0035 0.00s 12 -8.4141 0.0028 0.00s 13 -8.4122 0.0019 0.00s 14 -8.4111 0.0011 0.00s 15 -8.4106 0.0005 0.00s 13 9 -8.4106 15it 0.00s 1 -8.5122 Inf 0.00s 2 -8.4136 0.0986 0.00s 3 -8.4119 0.0018 0.00s 4 -8.4112 0.0006 0.00s 14 0 -8.4112 4it 0.00s 1 -9.9388 Inf 0.00s 2 -8.5028 1.4359 0.00s 3 -8.4797 0.0231 0.00s 4 -8.4658 0.0139 0.00s 5 -8.4564 0.0094 0.00s 6 -8.4490 0.0073 0.00s 7 -8.4428 0.0063 0.00s 8 -8.4374 0.0053 0.00s 9 -8.4330 0.0044 0.00s 10 -8.4293 0.0037 0.00s 11 -8.4262 0.0031 0.00s 12 -8.4234 0.0027 0.00s 13 -8.4210 0.0024 0.00s 14 -8.4188 0.0022 0.00s 15 -8.4170 0.0019 0.00s 16 -8.4154 0.0016 0.00s 17 -8.4142 0.0013 0.00s 18 -8.4132 0.0010 0.00s 15 1 -8.4132 18it 0.00s 1 -9.4783 Inf 0.00s 2 -8.5007 0.9776 0.00s 3 -8.4994 0.0013 0.00s 4 -8.4988 0.0006 0.00s 16 2 -8.4988 4it 0.00s 1 -9.2494 Inf 0.00s 2 -8.5777 0.6717 0.00s 3 -8.5182 0.0595 0.00s 4 -8.4961 0.0221 0.00s 5 -8.4866 0.0096 0.00s 6 -8.4784 0.0081 0.00s 7 -8.4705 0.0080 0.00s 8 -8.4622 0.0083 0.00s 9 -8.4538 0.0084 0.00s 10 -8.4457 0.0081 0.00s 11 -8.4385 0.0072 0.00s 12 -8.4324 0.0061 0.00s 13 -8.4273 0.0052 0.00s 14 -8.4228 0.0044 0.00s 15 -8.4191 0.0037 0.00s 16 -8.4162 0.0030 0.00s 17 -8.4140 0.0022 0.00s 18 -8.4125 0.0014 0.00s 19 -8.4116 0.0009 0.00s 17 3 -8.4116 19it 0.00s 1 -9.7352 Inf 0.00s 2 -8.5278 1.2075 0.00s 3 -8.5222 0.0056 0.00s 4 -8.4988 0.0233 0.00s 5 -8.4794 0.0195 0.00s 6 -8.4659 0.0134 0.00s 7 -8.4564 0.0095 0.00s 8 -8.4496 0.0068 0.00s 9 -8.4446 0.0050 0.00s 10 -8.4409 0.0037 0.00s 11 -8.4380 0.0028 0.00s 12 -8.4358 0.0022 0.00s 13 -8.4341 0.0018 0.00s 14 -8.4326 0.0015 0.00s 15 -8.4314 0.0012 0.00s 16 -8.4303 0.0011 0.00s 17 -8.4294 0.0009 0.00s 18 4 -8.4294 17it 0.00s 1 -10.0181 Inf 0.00s 2 -8.5344 1.4838 0.00s 3 -8.5230 0.0114 0.00s 4 -8.5030 0.0200 0.00s 5 -8.4810 0.0220 0.00s 6 -8.4663 0.0147 0.00s 7 -8.4552 0.0112 0.00s 8 -8.4451 0.0101 0.00s 9 -8.4360 0.0091 0.00s 10 -8.4286 0.0074 0.00s 11 -8.4231 0.0055 0.00s 12 -8.4193 0.0038 0.00s 13 -8.4167 0.0026 0.00s 14 -8.4149 0.0018 0.00s 15 -8.4137 0.0012 0.00s 16 -8.4129 0.0008 0.00s 19 5 -8.4129 16it 0.01s 1 -8.5039 Inf 0.00s 2 -8.4170 0.0868 0.00s 3 -8.4133 0.0037 0.00s 4 -8.4120 0.0013 0.00s 5 -8.4114 0.0006 0.00s 20 6 -8.4114 5it 0.00s 1 -8.4925 Inf 0.00s 2 -8.4191 0.0734 0.00s 3 -8.4154 0.0037 0.00s 4 -8.4137 0.0017 0.00s 5 -8.4127 0.0010 0.00s 6 -8.4120 0.0007 0.00s 21 7 -8.4120 6it 0.00s 1 -8.5295 Inf 0.00s 2 -8.4224 0.1071 0.00s 3 -8.4169 0.0055 0.00s 4 -8.4147 0.0022 0.00s 5 -8.4135 0.0012 0.00s 6 -8.4127 0.0007 0.00s 22 8 -8.4127 6it 0.00s 1 -8.9324 Inf 0.00s 2 -8.4818 0.4506 0.00s 3 -8.4775 0.0043 0.00s 4 -8.4850 0.0075 0.00s 5 -8.4837 0.0013 0.00s 6 -8.4728 0.0109 0.00s 7 -8.4630 0.0098 0.00s 8 -8.4499 0.0131 0.00s 9 -8.4410 0.0089 0.00s 10 -8.4357 0.0054 0.00s 11 -8.4327 0.0030 0.00s 12 -8.4307 0.0019 0.00s 13 -8.4291 0.0016 0.00s 14 -8.4277 0.0015 0.00s 15 -8.4262 0.0014 0.00s 16 -8.4248 0.0014 0.00s 17 -8.4234 0.0014 0.00s 18 -8.4220 0.0014 0.00s 19 -8.4207 0.0013 0.00s 20 -8.4195 0.0012 0.00s 21 -8.4183 0.0012 0.00s 22 -8.4172 0.0011 0.00s 23 -8.4163 0.0009 0.00s 23 9 -8.4163 23it 0.01s 1 -9.4215 Inf 0.00s 2 -8.4906 0.9308 0.00s 3 -8.4847 0.0059 0.00s 4 -8.4791 0.0056 0.00s 5 -8.4725 0.0066 0.00s 6 -8.4660 0.0064 0.00s 7 -8.4612 0.0049 0.00s 8 -8.4580 0.0032 0.00s 9 -8.4557 0.0023 0.00s 10 -8.4537 0.0020 0.00s 11 -8.4517 0.0020 0.00s 12 -8.4496 0.0021 0.00s 13 -8.4474 0.0022 0.00s 14 -8.4450 0.0024 0.00s 15 -8.4424 0.0026 0.00s 16 -8.4396 0.0028 0.00s 17 -8.4367 0.0029 0.00s 18 -8.4338 0.0029 0.00s 19 -8.4310 0.0028 0.00s 20 -8.4285 0.0025 0.00s 21 -8.4263 0.0022 0.00s 22 -8.4245 0.0018 0.00s 23 -8.4230 0.0015 0.00s 24 -8.4217 0.0013 0.00s 25 -8.4204 0.0012 0.00s 26 -8.4193 0.0012 0.00s 27 -8.4181 0.0012 0.00s 28 -8.4170 0.0011 0.00s 29 -8.4159 0.0011 0.00s 30 -8.4149 0.0010 0.00s 24 10 -8.4149 30it 0.01s 1 -9.8264 Inf 0.00s 2 -8.4946 1.3318 0.00s 3 -8.4863 0.0083 0.00s 4 -8.4821 0.0041 0.00s 5 -8.4793 0.0029 0.00s 6 -8.4771 0.0021 0.00s 7 -8.4755 0.0016 0.00s 8 -8.4744 0.0012 0.00s 9 -8.4734 0.0009 0.00s 25 11 -8.4734 9it 0.00s 1 -9.3555 Inf 0.00s 2 -8.4874 0.8682 0.00s 3 -8.4800 0.0074 0.00s 4 -8.4730 0.0070 0.00s 5 -8.4663 0.0066 0.00s 6 -8.4614 0.0049 0.00s 7 -8.4582 0.0032 0.00s 8 -8.4559 0.0023 0.00s 9 -8.4539 0.0020 0.00s 10 -8.4519 0.0020 0.00s 11 -8.4498 0.0021 0.00s 12 -8.4476 0.0023 0.00s 13 -8.4452 0.0024 0.00s 14 -8.4426 0.0026 0.00s 15 -8.4398 0.0028 0.00s 16 -8.4369 0.0029 0.00s 17 -8.4339 0.0029 0.00s 18 -8.4312 0.0028 0.00s 19 -8.4286 0.0025 0.00s 20 -8.4265 0.0021 0.00s 21 -8.4247 0.0018 0.00s 22 -8.4232 0.0015 0.00s 23 -8.4219 0.0013 0.00s 24 -8.4207 0.0012 0.00s 25 -8.4195 0.0012 0.00s 26 -8.4184 0.0012 0.00s 27 -8.4172 0.0011 0.00s 28 -8.4162 0.0011 0.00s 29 -8.4152 0.0010 0.00s 30 -8.4142 0.0009 0.00s 26 12 -8.4142 30it 0.01s 1 -10.1820 Inf 0.00s 2 -8.5474 1.6346 0.00s 3 -8.5388 0.0086 0.00s 4 -8.5345 0.0042 0.00s 5 -8.5157 0.0188 0.00s 6 -8.4928 0.0229 0.00s 7 -8.4796 0.0132 0.00s 8 -8.4699 0.0097 0.00s 9 -8.4603 0.0095 0.00s 10 -8.4505 0.0099 0.00s 11 -8.4412 0.0093 0.00s 12 -8.4333 0.0078 0.00s 13 -8.4273 0.0060 0.00s 14 -8.4229 0.0045 0.00s 15 -8.4196 0.0033 0.00s 16 -8.4172 0.0024 0.00s 17 -8.4155 0.0017 0.00s 18 -8.4143 0.0012 0.00s 19 -8.4135 0.0009 0.00s 27 13 -8.4135 19it 0.00s 1 -8.5186 Inf 0.00s 2 -8.4187 0.0999 0.00s 3 -8.4146 0.0041 0.00s 4 -8.4130 0.0016 0.00s 5 -8.4121 0.0009 0.00s 28 14 -8.4121 5it 0.00s 1 -10.1658 Inf 0.00s 2 -8.5135 1.6523 0.00s 3 -8.4969 0.0165 0.00s 4 -8.4809 0.0161 0.00s 5 -8.4638 0.0171 0.00s 6 -8.4485 0.0153 0.00s 7 -8.4376 0.0109 0.00s 8 -8.4308 0.0068 0.00s 9 -8.4262 0.0046 0.00s 10 -8.4227 0.0035 0.00s 11 -8.4197 0.0030 0.00s 12 -8.4172 0.0025 0.00s 13 -8.4151 0.0021 0.00s 14 -8.4135 0.0016 0.00s 15 -8.4124 0.0012 0.00s 16 -8.4116 0.0008 0.00s 29 15 -8.4116 16it 0.01s Initial clusters = [ 84, 179, 117, ] 1 110200.9074 Inf 2 91956.2638 18244.6436 3 76238.4614 15717.8024 4 63682.6383 12555.8231 5 60356.7380 3325.9003 6 59677.9304 678.8076 7 59601.5900 76.3404 8 59601.5900 0.0000 1 -102.2724 Inf 0.00s 2 -8.4272 93.8452 0.00s 3 -8.4164 0.0109 0.00s 4 -8.4134 0.0030 0.00s 5 -8.4119 0.0015 0.00s 6 -8.4111 0.0008 0.00s Initial clusters = [ 84, 179, 117, ] 1 -186.6016 Inf 0.00s 2 -8.4979 178.1037 0.00s 3 -8.4756 0.0224 0.00s 4 -8.4707 0.0049 0.00s 5 -8.4685 0.0022 0.00s 6 -8.4671 0.0014 0.00s 7 -8.4660 0.0011 0.00s 8 -8.4651 0.0009 0.00s 1 87356.2793 Inf 2 70807.9426 16548.3367 3 62392.8517 8415.0909 4 60008.1454 2384.7063 5 59677.9304 330.2149 6 59601.5900 76.3404 7 59601.5900 0.0000 Initial clusters = [ 84, 179, 117, ] 1 255758.0274 Inf 2 167824.1689 87933.8585 3 162025.2947 5798.8742 4 158971.0153 3054.2794 5 156482.2478 2488.7676 6 153221.4540 3260.7938 7 147096.1076 6125.3463 8 142013.5857 5082.5219 9 140812.7056 1200.8801 10 140716.7232 95.9824 11 140672.1119 44.6113 12 140658.7963 13.3156 13 140646.9966 11.7997 14 140639.1791 7.8175 15 140639.1791 0.0000 Initial clusters = [ 84, 179, 117, ] 1 255758.0274 Inf 2 167824.1689 87933.8585 3 162025.2947 5798.8742 4 158971.0153 3054.2794 5 156482.2478 2488.7676 6 153221.4540 3260.7938 7 147096.1076 6125.3463 8 142013.5857 5082.5219 9 140812.7056 1200.8801 10 140716.7232 95.9824 11 140672.1119 44.6113 12 140658.7963 13.3156 13 140646.9966 11.7997 14 140639.1791 7.8175 15 140639.1791 0.0000 0 140639.1791 15it 0.00s (initial solution) Initial clusters = [ 142, 233, 161, ] 1 267080.8450 Inf 2 171760.5819 95320.2631 3 165444.5070 6316.0749 4 161529.9525 3914.5545 5 160344.7897 1185.1628 6 159758.8733 585.9164 7 158867.2918 891.5815 8 156756.8156 2110.4762 9 155357.3764 1399.4392 10 154373.9311 983.4453 11 153598.5485 775.3825 12 152928.7171 669.8314 13 152532.1895 396.5276 14 151970.4981 561.6914 15 151128.6763 841.8218 16 149484.7128 1643.9635 17 148201.3049 1283.4078 18 146849.1532 1352.1517 19 144401.9761 2447.1771 20 142329.9870 2071.9891 21 141714.0562 615.9308 22 141506.2888 207.7674 23 141097.1270 409.1619 24 140925.1485 171.9785 25 140877.6827 47.4658 26 140785.4837 92.1991 27 140714.8577 70.6260 28 140679.2271 35.6305 29 140672.2584 6.9688 30 140672.2584 0.0000 1 140672.2584 30it 0.00s Initial clusters = [ 281, 115, 274, ] 1 227071.7831 Inf 2 171802.7307 55269.0524 3 169612.5145 2190.2162 4 162869.6814 6742.8332 5 154047.3427 8822.3387 6 148808.0076 5239.3351 7 143733.0745 5074.9331 8 141675.1896 2057.8849 9 140994.9174 680.2722 10 140716.6084 278.3089 11 140683.0533 33.5551 12 140683.0533 0.0000 2 140683.0533 12it 0.00s Initial clusters = [ 49, 253, 81, ] 1 177084.3607 Inf 2 160176.6944 16907.6663 3 156519.8089 3656.8855 4 151232.6922 5287.1167 5 148257.2912 2975.4010 6 145895.3828 2361.9084 7 143421.3828 2473.9999 8 141707.8818 1713.5011 9 141325.3047 382.5770 10 140985.3524 339.9523 11 140906.0792 79.2732 12 140861.6315 44.4477 13 140801.0833 60.5482 14 140740.2937 60.7897 15 140685.5393 54.7543 16 140678.4972 7.0421 17 140678.4972 0.0000 3 140678.4972 17it 0.00s Initial clusters = [ 277, 45, 80, ] 1 236279.3148 Inf 2 162404.0563 73875.2584 3 147293.5705 15110.4859 4 141458.2304 5835.3400 5 141008.9656 449.2648 6 140903.0305 105.9351 7 140861.6315 41.3990 8 140801.0833 60.5482 9 140740.2937 60.7897 10 140685.5393 54.7543 11 140678.4972 7.0421 12 140678.4972 0.0000 4 140678.4972 12it 0.00s Initial clusters = [ 157, 83, 235, ] 1 249609.1832 Inf 2 168229.5374 81379.6458 3 158675.9364 9553.6010 4 149970.1504 8705.7860 5 142415.7734 7554.3769 6 140942.1990 1473.5744 7 140861.6315 80.5675 8 140801.0833 60.5482 9 140740.2937 60.7897 10 140685.5393 54.7543 11 140678.4972 7.0421 12 140678.4972 0.0000 5 140678.4972 12it 0.00s Initial clusters = [ 264, 26, 68, ] 1 273102.0763 Inf 2 172663.5624 100438.5139 3 158623.0770 14040.4854 4 152988.6378 5634.4392 5 149136.6946 3851.9431 6 144884.1187 4252.5759 7 141309.2277 3574.8911 8 140735.8099 573.4177 9 140653.3919 82.4180 10 140640.8893 12.5026 11 140633.0694 7.8200 12 140633.0694 0.0000 6 140633.0694 12it 0.00s (new best) Initial clusters = [ 59, 123, 233, ] 1 299684.8733 Inf 2 143981.3081 155703.5652 3 140856.2549 3125.0532 4 140689.8927 166.3623 5 140660.0056 29.8871 6 140660.0056 0.0000 7 140660.0056 6it 0.00s Initial clusters = [ 289, 215, 4, ] 1 261539.2983 Inf 2 171276.4302 90262.8681 3 164922.9965 6353.4337 4 160682.1423 4240.8542 5 156150.3345 4531.8077 6 153597.4590 2552.8755 7 152181.5321 1415.9269 8 150297.4678 1884.0643 9 149022.3247 1275.1431 10 147647.1164 1375.2083 11 145493.0327 2154.0837 12 142679.3724 2813.6603 13 141721.0266 958.3459 14 141540.8957 180.1309 15 141090.1097 450.7860 16 140923.6503 166.4594 17 140878.2869 45.3634 18 140862.5888 15.6982 19 140800.7239 61.8649 20 140714.8577 85.8662 21 140679.2271 35.6305 22 140672.2584 6.9688 23 140672.2584 0.0000 8 140672.2584 23it 0.00s Initial clusters = [ 269, 65, 262, ] 1 318964.5439 Inf 2 163996.7511 154967.7928 3 159617.1141 4379.6371 4 157504.1420 2112.9721 5 157131.3742 372.7679 6 156911.3372 220.0370 7 156650.2980 261.0391 8 156202.1964 448.1016 9 155686.1739 516.0225 10 155378.2767 307.8973 11 154367.9321 1010.3446 12 153327.0339 1040.8981 13 152602.2095 724.8244 14 151649.2779 952.9316 15 150578.0889 1071.1890 16 148631.2328 1946.8561 17 147471.9588 1159.2739 18 145519.1808 1952.7780 19 142660.8311 2858.3497 20 141721.0266 939.8046 21 141540.8957 180.1309 22 141090.1097 450.7860 23 140923.6503 166.4594 24 140878.2869 45.3634 25 140862.5888 15.6982 26 140800.7239 61.8649 27 140714.8577 85.8662 28 140679.2271 35.6305 29 140672.2584 6.9688 30 140672.2584 0.0000 9 140672.2584 30it 0.00s Initial clusters = [ 285, 39, 163, ] 1 187220.6552 Inf 2 152998.5145 34222.1407 3 144754.2730 8244.2415 4 141245.5940 3508.6789 5 140734.1882 511.4059 6 140672.1119 62.0763 7 140658.7963 13.3156 8 140646.9966 11.7997 9 140639.1791 7.8175 10 140639.1791 0.0000 10 140639.1791 10it 0.00s Initial clusters = [ 99, 103, 220, ] 1 219490.6266 Inf 2 177131.0274 42359.5992 3 166613.5558 10517.4717 4 163060.4625 3553.0932 5 161149.6462 1910.8163 6 158816.4648 2333.1814 7 156021.2323 2795.2325 8 152876.3700 3144.8623 9 149444.9004 3431.4696 10 145324.1897 4120.7108 11 141823.8285 3500.3612 12 141038.6509 785.1776 13 140829.3586 209.2923 14 140714.8577 114.5009 15 140679.2271 35.6305 16 140672.2584 6.9688 17 140672.2584 0.0000 11 140672.2584 17it 0.00s Initial clusters = [ 106, 255, 147, ] 1 229302.7241 Inf 2 155053.8823 74248.8418 3 144182.5934 10871.2889 4 141379.4828 2803.1106 5 140853.7018 525.7810 6 140743.4999 110.2019 7 140706.4491 37.0508 8 140695.3959 11.0532 9 140681.4309 13.9651 10 140665.3442 16.0866 11 140658.3377 7.0065 12 140658.3377 0.0000 12 140658.3377 12it 0.00s Initial clusters = [ 184, 91, 1, ] 1 271827.1785 Inf 2 162078.2903 109748.8882 3 153937.2456 8141.0447 4 150092.0409 3845.2047 5 148539.9844 1552.0565 6 147239.7183 1300.2661 7 143942.6656 3297.0526 8 141911.3776 2031.2880 9 141537.3772 374.0004 10 141057.8594 479.5178 11 140904.7613 153.0981 12 140862.5888 42.1726 13 140800.7239 61.8649 14 140714.8577 85.8662 15 140679.2271 35.6305 16 140672.2584 6.9688 17 140672.2584 0.0000 13 140672.2584 17it 0.00s Initial clusters = [ 290, 7, 217, ] 1 269969.3641 Inf 2 172726.6627 97242.7013 3 168172.3402 4554.3225 4 166651.7593 1520.5810 5 165508.5260 1143.2333 6 164033.6429 1474.8830 7 162441.3462 1592.2967 8 159905.3242 2536.0220 9 157554.8711 2350.4531 10 155109.4933 2445.3778 11 151932.5510 3176.9423 12 148748.0335 3184.5175 13 145166.8264 3581.2070 14 142573.9828 2592.8436 15 141614.3403 959.6425 16 141216.0651 398.2752 17 140961.1773 254.8878 18 140877.6827 83.4945 19 140785.4837 92.1991 20 140714.8577 70.6260 21 140679.2271 35.6305 22 140672.2584 6.9688 23 140672.2584 0.0000 14 140672.2584 23it 0.00s Initial clusters = [ 249, 93, 149, ] 1 207993.0117 Inf 2 174222.0772 33770.9345 3 165596.5146 8625.5626 4 159463.2629 6133.2517 5 152159.0980 7304.1649 6 144540.3396 7618.7585 7 142263.8004 2276.5392 8 141288.1875 975.6129 9 140782.9904 505.1970 10 140697.7280 85.2624 11 140681.4927 16.2353 12 140665.4858 16.0070 13 140665.4858 0.0000 15 140665.4858 13it 0.00s Initial clusters = [ 71, 35, 27, ] 1 190106.6940 Inf 2 163465.2989 26641.3950 3 157067.9412 6397.3578 4 152876.7656 4191.1756 5 147135.7999 5740.9657 6 142219.1226 4916.6773 7 140855.4273 1363.6953 8 140716.8415 138.5858 9 140681.4309 35.4107 10 140665.3442 16.0866 11 140658.3377 7.0065 12 140658.3377 0.0000 16 140658.3377 12it 0.00s Initial clusters = [ 291, 131, 260, ] 1 207252.6904 Inf 2 163390.0090 43862.6814 3 158827.9225 4562.0864 4 156144.1502 2683.7724 5 153142.3645 3001.7857 6 152256.9530 885.4114 7 151672.9519 584.0011 8 150256.4004 1416.5516 9 148273.7666 1982.6338 10 146979.9894 1293.7773 11 144258.8778 2721.1116 12 142275.6781 1983.1996 13 141706.0547 569.6234 14 141381.1794 324.8754 15 141022.5460 358.6334 16 140902.3976 120.1484 17 140834.8422 67.5554 18 140785.4837 49.3586 19 140714.8577 70.6260 20 140679.2271 35.6305 21 140672.2584 6.9688 22 140672.2584 0.0000 17 140672.2584 22it 0.00s Initial clusters = [ 66, 106, 73, ] 1 297383.9035 Inf 2 144059.5547 153324.3488 3 141085.2330 2974.3217 4 140848.2828 236.9503 5 140714.4420 133.8407 6 140681.4309 33.0112 7 140665.3442 16.0866 8 140658.3377 7.0065 9 140658.3377 0.0000 18 140658.3377 9it 0.00s Initial clusters = [ 153, 276, 20, ] 1 298990.0839 Inf 2 164263.6948 134726.3891 3 160434.3413 3829.3535 4 157991.9171 2442.4242 5 155434.1628 2557.7544 6 153878.5501 1555.6127 7 152993.7450 884.8052 8 151681.2955 1312.4495 9 150338.9879 1342.3076 10 148994.0232 1344.9647 11 147836.2888 1157.7344 12 145757.1870 2079.1017 13 142752.6953 3004.4917 14 141731.2499 1021.4454 15 141540.8957 190.3542 16 141090.1097 450.7860 17 140923.6503 166.4594 18 140878.2869 45.3634 19 140862.5888 15.6982 20 140800.7239 61.8649 21 140714.8577 85.8662 22 140679.2271 35.6305 23 140672.2584 6.9688 24 140672.2584 0.0000 19 140672.2584 24it 0.00s Initial clusters = [ 110, 242, 27, ] 1 197821.6575 Inf 2 160291.9308 37529.7267 3 149426.8405 10865.0903 4 144095.6611 5331.1794 5 141107.6089 2988.0522 6 140784.3995 323.2094 7 140706.9204 77.4792 8 140694.8647 12.0557 9 140664.4449 30.4198 10 140657.4457 6.9992 11 140657.4457 0.0000 20 140657.4457 11it 0.00s Initial clusters = [ 198, 138, 116, ] 1 323167.4380 Inf 2 153084.6557 170082.7824 3 145461.5166 7623.1390 4 142477.7832 2983.7335 5 141798.0697 679.7134 6 141460.0336 338.0362 7 141192.3127 267.7209 8 140982.5262 209.7865 9 140878.2869 104.2392 10 140862.5888 15.6982 11 140800.7239 61.8649 12 140714.8577 85.8662 13 140679.2271 35.6305 14 140672.2584 6.9688 15 140672.2584 0.0000 21 140672.2584 15it 0.00s Initial clusters = [ 92, 192, 4, ] 1 258856.9636 Inf 2 173009.6641 85847.2995 3 167369.5334 5640.1307 4 158738.3746 8631.1588 5 151844.4975 6893.8771 6 148946.0967 2898.4008 7 146316.1640 2629.9327 8 143033.6104 3282.5536 9 141552.1087 1481.5017 10 140861.5503 690.5584 11 140687.2591 174.2912 12 140672.2584 15.0007 13 140672.2584 0.0000 22 140672.2584 13it 0.00s Initial clusters = [ 48, 56, 57, ] 1 180739.5919 Inf 2 147358.1645 33381.4274 3 141683.4128 5674.7517 4 140796.1460 887.2668 5 140693.4982 102.6478 6 140681.4309 12.0673 7 140665.3442 16.0866 8 140658.3377 7.0065 9 140658.3377 0.0000 23 140658.3377 9it 0.00s Initial clusters = [ 75, 17, 163, ] 1 246555.3567 Inf 2 162482.1049 84073.2518 3 150052.5095 12429.5954 4 144552.4104 5500.0992 5 141224.1125 3328.2979 6 140757.1795 466.9330 7 140653.3919 103.7876 8 140640.8893 12.5026 9 140633.0694 7.8200 10 140633.0694 0.0000 24 140633.0694 10it 0.00s Initial clusters = [ 246, 116, 15, ] 1 353711.2599 Inf 2 185474.4285 168236.8314 3 171512.5044 13961.9241 4 166193.2376 5319.2668 5 163534.3739 2658.8638 6 160831.6280 2702.7458 7 159711.4451 1120.1830 8 158149.5068 1561.9383 9 156799.5953 1349.9115 10 155458.3290 1341.2663 11 153412.0888 2046.2402 12 152274.1073 1137.9815 13 151551.5759 722.5314 14 149863.4575 1688.1184 15 147843.5000 2019.9575 16 146210.7147 1632.7853 17 142912.2903 3298.4244 18 141747.0656 1165.2246 19 141401.4444 345.6212 20 141021.6194 379.8250 21 140925.5604 96.0590 22 140879.5387 46.0217 23 140861.6315 17.9072 24 140801.0833 60.5482 25 140740.2937 60.7897 26 140685.5393 54.7543 27 140678.4972 7.0421 28 140678.4972 0.0000 25 140678.4972 28it 0.00s Initial clusters = [ 225, 287, 203, ] 1 257919.4318 Inf 2 173507.2504 84412.1814 3 160701.8817 12805.3687 4 159184.4362 1517.4455 5 158247.5696 936.8666 6 157099.5990 1147.9706 7 154457.4824 2642.1165 8 148683.4966 5773.9859 9 143683.9041 4999.5925 10 141596.5442 2087.3598 11 140917.6012 678.9430 12 140714.4556 203.1456 13 140694.8647 19.5909 14 140664.4449 30.4198 15 140657.4457 6.9992 16 140657.4457 0.0000 26 140657.4457 16it 0.00s Initial clusters = [ 295, 242, 265, ] 1 225895.8594 Inf 2 148529.1800 77366.6795 3 142895.6973 5633.4827 4 141605.4374 1290.2599 5 141065.9656 539.4718 6 140769.3382 296.6274 7 140657.4457 111.8925 8 140657.4457 0.0000 27 140657.4457 8it 0.00s Initial clusters = [ 97, 252, 178, ] 1 240771.4933 Inf 2 146470.7501 94300.7432 3 143073.7560 3396.9941 4 142050.9603 1022.7957 5 141414.0669 636.8933 6 141009.7175 404.3495 7 140894.2691 115.4484 8 140862.5888 31.6803 9 140800.7239 61.8649 10 140714.8577 85.8662 11 140679.2271 35.6305 12 140672.2584 6.9688 13 140672.2584 0.0000 28 140672.2584 13it 0.00s Initial clusters = [ 91, 147, 275, ] 1 202792.0453 Inf 2 162406.1549 40385.8904 3 156324.6509 6081.5039 4 149743.7460 6580.9050 5 143277.4267 6466.3193 6 141637.9001 1639.5266 7 140885.3334 752.5667 8 140709.3641 175.9693 9 140698.8515 10.5126 10 140690.8148 8.0367 11 140683.0533 7.7615 12 140683.0533 0.0000 29 140683.0533 12it 0.00s Initial clusters = [ 67, 272, 132, ] 1 196402.7606 Inf 2 160221.8311 36180.9295 3 149615.7513 10606.0798 4 144140.4604 5475.2909 5 141957.4356 2183.0248 6 141158.1780 799.2576 7 140739.8452 418.3327 8 140701.3464 38.4988 9 140701.3464 0.0000 30 140701.3464 9it 0.00s Initial clusters = [ 84, 179, 117, ] 1 255758.0274 Inf 2 167824.1689 87933.8585 3 162025.2947 5798.8742 4 158971.0153 3054.2794 5 156482.2478 2488.7676 6 153221.4540 3260.7938 7 147096.1076 6125.3463 8 142013.5857 5082.5219 9 140812.7056 1200.8801 10 140716.7232 95.9824 11 140672.1119 44.6113 12 140658.7963 13.3156 13 140646.9966 11.7997 14 140639.1791 7.8175 15 140639.1791 0.0000 0 0 140639.1791 15it 0.00s (initial solution) 1 190552.8646 Inf 2 163926.7728 26626.0918 3 160026.1199 3900.6528 4 157410.2397 2615.8803 5 155423.3777 1986.8619 6 152142.3342 3281.0436 7 145302.0626 6840.2716 8 141474.0163 3828.0463 9 140840.2574 633.7589 10 140716.8415 123.4159 11 140681.4309 35.4107 12 140665.3442 16.0866 13 140658.3377 7.0065 14 140658.3377 0.0000 1 0 140658.3377 14it 0.00s 1 155299.9319 Inf 2 143077.8136 12222.1183 3 141222.3178 1855.4958 4 140859.3295 362.9883 5 140697.1383 162.1912 6 140681.7847 15.3536 7 140668.0377 13.7470 8 140661.0843 6.9533 9 140661.0843 0.0000 2 1 140661.0843 9it 0.00s 1 198230.3793 Inf 2 169868.2912 28362.0881 3 164527.6954 5340.5957 4 157642.1341 6885.5614 5 152920.8632 4721.2708 6 150694.6017 2226.2615 7 148252.2580 2442.3436 8 145045.3930 3206.8651 9 142807.7436 2237.6494 10 141422.0079 1385.7357 11 140802.5632 619.4447 12 140678.4972 124.0659 13 140678.4972 0.0000 3 2 140678.4972 13it 0.00s 1 164354.4101 Inf 2 145172.3907 19182.0194 3 141681.0619 3491.3287 4 140823.2581 857.8038 5 140687.8118 135.4463 6 140670.1808 17.6311 7 140661.4398 8.7410 8 140661.4398 0.0000 4 3 140661.4398 8it 0.00s 1 167676.1180 Inf 2 150365.9921 17310.1259 3 143153.9369 7212.0552 4 140698.0765 2455.8604 5 140655.8943 42.1822 6 140640.8893 15.0049 7 140633.0694 7.8200 8 140633.0694 0.0000 5 4 140633.0694 8it 0.00s (new best) 1 204216.6689 Inf 2 168110.9169 36105.7521 3 159929.0617 8181.8551 4 157677.4438 2251.6179 5 155328.5201 2348.9237 6 153461.3834 1867.1368 7 150614.6130 2846.7704 8 147774.0200 2840.5930 9 143902.3827 3871.6374 10 141871.7465 2030.6362 11 141462.7407 409.0058 12 141058.2949 404.4458 13 140926.3370 131.9579 14 140877.6827 48.6543 15 140785.4837 92.1991 16 140714.8577 70.6260 17 140679.2271 35.6305 18 140672.2584 6.9688 19 140672.2584 0.0000 6 0 140672.2584 19it 0.00s 1 190084.9940 Inf 2 167741.2267 22343.7674 3 163025.7724 4715.4543 4 158629.3005 4396.4719 5 157462.2018 1167.0987 6 156932.8220 529.3798 7 156622.5728 310.2492 8 156366.9804 255.5923 9 156151.5257 215.4548 10 156054.6301 96.8956 11 155868.7049 185.9252 12 154649.4062 1219.2987 13 150107.3185 4542.0878 14 143748.1857 6359.1328 15 142067.6903 1680.4954 16 141197.5439 870.1464 17 140765.4406 432.1033 18 140694.8647 70.5759 19 140664.4449 30.4198 20 140657.4457 6.9992 21 140657.4457 0.0000 7 1 140657.4457 21it 0.00s 1 202866.6658 Inf 2 170228.5508 32638.1151 3 168997.3229 1231.2278 4 166412.2257 2585.0972 5 160395.6066 6016.6191 6 151670.8199 8724.7867 7 146047.8351 5622.9848 8 142241.3691 3806.4660 9 140853.8481 1387.5209 10 140708.6854 145.1627 11 140665.1744 43.5110 12 140657.4457 7.7287 13 140657.4457 0.0000 8 2 140657.4457 13it 0.00s 1 163903.0498 Inf 2 145160.5862 18742.4636 3 140837.1251 4323.4611 4 140684.8976 152.2275 5 140645.4997 39.3979 6 140639.1791 6.3206 7 140639.1791 0.0000 9 3 140639.1791 7it 0.00s 1 198998.2810 Inf 2 168530.0312 30468.2499 3 164965.2772 3564.7539 4 159408.6791 5556.5982 5 151481.0129 7927.6661 6 146496.3245 4984.6885 7 141765.9995 4730.3250 8 140864.3583 901.6412 9 140656.3739 207.9844 10 140633.0694 23.3045 11 140633.0694 0.0000 10 4 140633.0694 11it 0.00s 1 187185.9833 Inf 2 158020.4336 29165.5497 3 156412.0689 1608.3648 4 155887.7505 524.3184 5 154753.4476 1134.3029 6 153698.2326 1055.2150 7 152780.7600 917.4726 8 152410.1023 370.6578 9 151835.5855 574.5167 10 150734.0391 1101.5464 11 148883.4722 1850.5669 12 147675.8763 1207.5959 13 145727.0014 1948.8749 14 142826.7184 2900.2830 15 141721.0266 1105.6918 16 141540.8957 180.1309 17 141090.1097 450.7860 18 140923.6503 166.4594 19 140878.2869 45.3634 20 140862.5888 15.6982 21 140800.7239 61.8649 22 140714.8577 85.8662 23 140679.2271 35.6305 24 140672.2584 6.9688 25 140672.2584 0.0000 11 5 140672.2584 25it 0.00s 1 174912.7797 Inf 2 144290.6945 30622.0852 3 141655.7407 2634.9538 4 141187.2528 468.4878 5 141037.9807 149.2722 6 140923.6503 114.3303 7 140878.2869 45.3634 8 140862.5888 15.6982 9 140800.7239 61.8649 10 140714.8577 85.8662 11 140679.2271 35.6305 12 140672.2584 6.9688 13 140672.2584 0.0000 12 6 140672.2584 13it 0.00s 1 172138.5405 Inf 2 144444.2604 27694.2801 3 141579.9130 2864.3474 4 140841.6722 738.2408 5 140740.4637 101.2085 6 140661.4398 79.0239 7 140661.4398 0.0000 13 7 140661.4398 7it 0.00s 1 191288.2062 Inf 2 167924.1897 23364.0165 3 166806.0635 1118.1263 4 164987.9041 1818.1594 5 161545.1254 3442.7787 6 158817.6668 2727.4585 7 157769.4755 1048.1913 8 157116.5953 652.8802 9 156113.8023 1002.7930 10 155377.8188 735.9835 11 154290.2744 1087.5444 12 152999.6180 1290.6564 13 152087.4839 912.1341 14 151488.7411 598.7428 15 149958.5683 1530.1728 16 147882.2414 2076.3268 17 146292.7938 1589.4477 18 143195.9452 3096.8486 19 141839.0917 1356.8535 20 141540.8957 298.1960 21 141090.1097 450.7860 22 140923.6503 166.4594 23 140878.2869 45.3634 24 140862.5888 15.6982 25 140800.7239 61.8649 26 140714.8577 85.8662 27 140679.2271 35.6305 28 140672.2584 6.9688 29 140672.2584 0.0000 14 8 140672.2584 29it 0.00s 1 201611.5576 Inf 2 161350.4366 40261.1210 3 147562.2398 13788.1968 4 143573.1342 3989.1056 5 141712.8116 1860.3226 6 141257.5105 455.3011 7 141037.9807 219.5298 8 140923.6503 114.3303 9 140878.2869 45.3634 10 140862.5888 15.6982 11 140800.7239 61.8649 12 140714.8577 85.8662 13 140679.2271 35.6305 14 140672.2584 6.9688 15 140672.2584 0.0000 15 9 140672.2584 15it 0.00s 1 198935.1428 Inf 2 166068.1605 32866.9823 3 159783.3037 6284.8568 4 153182.2862 6601.0175 5 147026.6736 6155.6126 6 142804.8641 4221.8095 7 140801.5758 2003.2883 8 140663.7066 137.8692 9 140649.5217 14.1849 10 140649.5217 0.0000 16 10 140649.5217 10it 0.00s 1 181697.5946 Inf 2 151142.2883 30555.3063 3 146066.2361 5076.0522 4 143044.1271 3022.1090 5 141528.5542 1515.5729 6 140856.1397 672.4146 7 140694.8647 161.2749 8 140664.4449 30.4198 9 140657.4457 6.9992 10 140657.4457 0.0000 17 11 140657.4457 10it 0.00s 1 191826.6271 Inf 2 160175.4097 31651.2174 3 147441.0044 12734.4053 4 141799.0274 5641.9770 5 140973.1304 825.8970 6 140750.6352 222.4952 7 140690.0922 60.5431 8 140683.0533 7.0388 9 140683.0533 0.0000 18 12 140683.0533 9it 0.00s 1 208637.5472 Inf 2 174675.0185 33962.5287 3 167450.3709 7224.6476 4 159736.9434 7713.4275 5 152913.3150 6823.6284 6 148548.7473 4364.5677 7 144439.5685 4109.1788 8 142096.6877 2342.8808 9 141638.0094 458.6783 10 141213.0094 425.0000 11 141016.2959 196.7135 12 140923.6503 92.6456 13 140878.2869 45.3634 14 140862.5888 15.6982 15 140800.7239 61.8649 16 140714.8577 85.8662 17 140679.2271 35.6305 18 140672.2584 6.9688 19 140672.2584 0.0000 19 13 140672.2584 19it 0.00s 1 193936.4557 Inf 2 169500.6102 24435.8455 3 168202.4186 1298.1916 4 166803.6938 1398.7248 5 164053.6260 2750.0678 6 157976.1541 6077.4718 7 146853.0862 11123.0680 8 142235.1588 4617.9273 9 141186.1088 1049.0500 10 140784.3823 401.7264 11 140698.8515 85.5309 12 140690.8148 8.0367 13 140683.0533 7.7615 14 140683.0533 0.0000 20 14 140683.0533 14it 0.00s 1 163526.2801 Inf 2 143351.4651 20174.8150 3 141223.1280 2128.3371 4 140874.2843 348.8437 5 140848.1833 26.1010 6 140771.3619 76.8214 7 140679.2271 92.1348 8 140672.2584 6.9688 9 140672.2584 0.0000 21 15 140672.2584 9it 0.00s Initial clusters = [ 84, 179, 117, ] 1 255758.0274 Inf 2 167824.1689 87933.8585 3 162025.2947 5798.8742 4 158971.0153 3054.2794 5 156482.2478 2488.7676 6 153221.4540 3260.7938 7 147096.1076 6125.3463 8 142013.5857 5082.5219 9 140812.7056 1200.8801 10 140716.7232 95.9824 11 140672.1119 44.6113 12 140658.7963 13.3156 13 140646.9966 11.7997 14 140639.1791 7.8175 15 140639.1791 0.0000 0 140639.1791 15it 0.00s (initial population) Initial clusters = [ 142, 233, 161, ] 1 267080.8450 Inf 2 171760.5819 95320.2631 3 165444.5070 6316.0749 4 161529.9525 3914.5545 5 160344.7897 1185.1628 6 159758.8733 585.9164 7 158867.2918 891.5815 8 156756.8156 2110.4762 9 155357.3764 1399.4392 10 154373.9311 983.4453 11 153598.5485 775.3825 12 152928.7171 669.8314 13 152532.1895 396.5276 14 151970.4981 561.6914 15 151128.6763 841.8218 16 149484.7128 1643.9635 17 148201.3049 1283.4078 18 146849.1532 1352.1517 19 144401.9761 2447.1771 20 142329.9870 2071.9891 21 141714.0562 615.9308 22 141506.2888 207.7674 23 141097.1270 409.1619 24 140925.1485 171.9785 25 140877.6827 47.4658 26 140785.4837 92.1991 27 140714.8577 70.6260 28 140679.2271 35.6305 29 140672.2584 6.9688 30 140672.2584 0.0000 0 140672.2584 30it 0.00s (initial population) Initial clusters = [ 281, 115, 274, ] 1 227071.7831 Inf 2 171802.7307 55269.0524 3 169612.5145 2190.2162 4 162869.6814 6742.8332 5 154047.3427 8822.3387 6 148808.0076 5239.3351 7 143733.0745 5074.9331 8 141675.1896 2057.8849 9 140994.9174 680.2722 10 140716.6084 278.3089 11 140683.0533 33.5551 12 140683.0533 0.0000 0 140683.0533 12it 0.00s (initial population) Initial clusters = [ 49, 253, 81, ] 1 177084.3607 Inf 2 160176.6944 16907.6663 3 156519.8089 3656.8855 4 151232.6922 5287.1167 5 148257.2912 2975.4010 6 145895.3828 2361.9084 7 143421.3828 2473.9999 8 141707.8818 1713.5011 9 141325.3047 382.5770 10 140985.3524 339.9523 11 140906.0792 79.2732 12 140861.6315 44.4477 13 140801.0833 60.5482 14 140740.2937 60.7897 15 140685.5393 54.7543 16 140678.4972 7.0421 17 140678.4972 0.0000 0 140678.4972 17it 0.00s (initial population) Initial clusters = [ 277, 45, 80, ] 1 236279.3148 Inf 2 162404.0563 73875.2584 3 147293.5705 15110.4859 4 141458.2304 5835.3400 5 141008.9656 449.2648 6 140903.0305 105.9351 7 140861.6315 41.3990 8 140801.0833 60.5482 9 140740.2937 60.7897 10 140685.5393 54.7543 11 140678.4972 7.0421 12 140678.4972 0.0000 0 140678.4972 12it 0.00s (initial population) Initial clusters = [ 157, 83, 235, ] 1 249609.1832 Inf 2 168229.5374 81379.6458 3 158675.9364 9553.6010 4 149970.1504 8705.7860 5 142415.7734 7554.3769 6 140942.1990 1473.5744 7 140861.6315 80.5675 8 140801.0833 60.5482 9 140740.2937 60.7897 10 140685.5393 54.7543 11 140678.4972 7.0421 12 140678.4972 0.0000 0 140678.4972 12it 0.00s (initial population) Initial clusters = [ 264, 26, 68, ] 1 273102.0763 Inf 2 172663.5624 100438.5139 3 158623.0770 14040.4854 4 152988.6378 5634.4392 5 149136.6946 3851.9431 6 144884.1187 4252.5759 7 141309.2277 3574.8911 8 140735.8099 573.4177 9 140653.3919 82.4180 10 140640.8893 12.5026 11 140633.0694 7.8200 12 140633.0694 0.0000 0 140633.0694 12it 0.00s (initial population) Initial clusters = [ 59, 123, 233, ] 1 299684.8733 Inf 2 143981.3081 155703.5652 3 140856.2549 3125.0532 4 140689.8927 166.3623 5 140660.0056 29.8871 6 140660.0056 0.0000 0 140660.0056 6it 0.00s (initial population) Initial clusters = [ 289, 215, 4, ] 1 261539.2983 Inf 2 171276.4302 90262.8681 3 164922.9965 6353.4337 4 160682.1423 4240.8542 5 156150.3345 4531.8077 6 153597.4590 2552.8755 7 152181.5321 1415.9269 8 150297.4678 1884.0643 9 149022.3247 1275.1431 10 147647.1164 1375.2083 11 145493.0327 2154.0837 12 142679.3724 2813.6603 13 141721.0266 958.3459 14 141540.8957 180.1309 15 141090.1097 450.7860 16 140923.6503 166.4594 17 140878.2869 45.3634 18 140862.5888 15.6982 19 140800.7239 61.8649 20 140714.8577 85.8662 21 140679.2271 35.6305 22 140672.2584 6.9688 23 140672.2584 0.0000 0 140672.2584 23it 0.00s (initial population) Initial clusters = [ 269, 65, 262, ] 1 318964.5439 Inf 2 163996.7511 154967.7928 3 159617.1141 4379.6371 4 157504.1420 2112.9721 5 157131.3742 372.7679 6 156911.3372 220.0370 7 156650.2980 261.0391 8 156202.1964 448.1016 9 155686.1739 516.0225 10 155378.2767 307.8973 11 154367.9321 1010.3446 12 153327.0339 1040.8981 13 152602.2095 724.8244 14 151649.2779 952.9316 15 150578.0889 1071.1890 16 148631.2328 1946.8561 17 147471.9588 1159.2739 18 145519.1808 1952.7780 19 142660.8311 2858.3497 20 141721.0266 939.8046 21 141540.8957 180.1309 22 141090.1097 450.7860 23 140923.6503 166.4594 24 140878.2869 45.3634 25 140862.5888 15.6982 26 140800.7239 61.8649 27 140714.8577 85.8662 28 140679.2271 35.6305 29 140672.2584 6.9688 30 140672.2584 0.0000 0 140672.2584 30it 0.00s (initial population) Initial clusters = [ 285, 39, 163, ] 1 187220.6552 Inf 2 152998.5145 34222.1407 3 144754.2730 8244.2415 4 141245.5940 3508.6789 5 140734.1882 511.4059 6 140672.1119 62.0763 7 140658.7963 13.3156 8 140646.9966 11.7997 9 140639.1791 7.8175 10 140639.1791 0.0000 0 140639.1791 10it 0.00s (initial population) Initial clusters = [ 99, 103, 220, ] 1 219490.6266 Inf 2 177131.0274 42359.5992 3 166613.5558 10517.4717 4 163060.4625 3553.0932 5 161149.6462 1910.8163 6 158816.4648 2333.1814 7 156021.2323 2795.2325 8 152876.3700 3144.8623 9 149444.9004 3431.4696 10 145324.1897 4120.7108 11 141823.8285 3500.3612 12 141038.6509 785.1776 13 140829.3586 209.2923 14 140714.8577 114.5009 15 140679.2271 35.6305 16 140672.2584 6.9688 17 140672.2584 0.0000 0 140672.2584 17it 0.00s (initial population) Initial clusters = [ 106, 255, 147, ] 1 229302.7241 Inf 2 155053.8823 74248.8418 3 144182.5934 10871.2889 4 141379.4828 2803.1106 5 140853.7018 525.7810 6 140743.4999 110.2019 7 140706.4491 37.0508 8 140695.3959 11.0532 9 140681.4309 13.9651 10 140665.3442 16.0866 11 140658.3377 7.0065 12 140658.3377 0.0000 0 140658.3377 12it 0.00s (initial population) Initial clusters = [ 184, 91, 1, ] 1 271827.1785 Inf 2 162078.2903 109748.8882 3 153937.2456 8141.0447 4 150092.0409 3845.2047 5 148539.9844 1552.0565 6 147239.7183 1300.2661 7 143942.6656 3297.0526 8 141911.3776 2031.2880 9 141537.3772 374.0004 10 141057.8594 479.5178 11 140904.7613 153.0981 12 140862.5888 42.1726 13 140800.7239 61.8649 14 140714.8577 85.8662 15 140679.2271 35.6305 16 140672.2584 6.9688 17 140672.2584 0.0000 0 140672.2584 17it 0.00s (initial population) Initial clusters = [ 290, 7, 217, ] 1 269969.3641 Inf 2 172726.6627 97242.7013 3 168172.3402 4554.3225 4 166651.7593 1520.5810 5 165508.5260 1143.2333 6 164033.6429 1474.8830 7 162441.3462 1592.2967 8 159905.3242 2536.0220 9 157554.8711 2350.4531 10 155109.4933 2445.3778 11 151932.5510 3176.9423 12 148748.0335 3184.5175 13 145166.8264 3581.2070 14 142573.9828 2592.8436 15 141614.3403 959.6425 16 141216.0651 398.2752 17 140961.1773 254.8878 18 140877.6827 83.4945 19 140785.4837 92.1991 20 140714.8577 70.6260 21 140679.2271 35.6305 22 140672.2584 6.9688 23 140672.2584 0.0000 0 140672.2584 23it 0.00s (initial population) Initial clusters = [ 249, 93, 149, ] 1 207993.0117 Inf 2 174222.0772 33770.9345 3 165596.5146 8625.5626 4 159463.2629 6133.2517 5 152159.0980 7304.1649 6 144540.3396 7618.7585 7 142263.8004 2276.5392 8 141288.1875 975.6129 9 140782.9904 505.1970 10 140697.7280 85.2624 11 140681.4927 16.2353 12 140665.4858 16.0070 13 140665.4858 0.0000 0 140665.4858 13it 0.00s (initial population) Initial clusters = [ 71, 35, 27, ] 1 190106.6940 Inf 2 163465.2989 26641.3950 3 157067.9412 6397.3578 4 152876.7656 4191.1756 5 147135.7999 5740.9657 6 142219.1226 4916.6773 7 140855.4273 1363.6953 8 140716.8415 138.5858 9 140681.4309 35.4107 10 140665.3442 16.0866 11 140658.3377 7.0065 12 140658.3377 0.0000 0 140658.3377 12it 0.00s (initial population) Initial clusters = [ 291, 131, 260, ] 1 207252.6904 Inf 2 163390.0090 43862.6814 3 158827.9225 4562.0864 4 156144.1502 2683.7724 5 153142.3645 3001.7857 6 152256.9530 885.4114 7 151672.9519 584.0011 8 150256.4004 1416.5516 9 148273.7666 1982.6338 10 146979.9894 1293.7773 11 144258.8778 2721.1116 12 142275.6781 1983.1996 13 141706.0547 569.6234 14 141381.1794 324.8754 15 141022.5460 358.6334 16 140902.3976 120.1484 17 140834.8422 67.5554 18 140785.4837 49.3586 19 140714.8577 70.6260 20 140679.2271 35.6305 21 140672.2584 6.9688 22 140672.2584 0.0000 0 140672.2584 22it 0.00s (initial population) Initial clusters = [ 66, 106, 73, ] 1 297383.9035 Inf 2 144059.5547 153324.3488 3 141085.2330 2974.3217 4 140848.2828 236.9503 5 140714.4420 133.8407 6 140681.4309 33.0112 7 140665.3442 16.0866 8 140658.3377 7.0065 9 140658.3377 0.0000 0 140658.3377 9it 0.00s (initial population) Initial clusters = [ 153, 276, 20, ] 1 298990.0839 Inf 2 164263.6948 134726.3891 3 160434.3413 3829.3535 4 157991.9171 2442.4242 5 155434.1628 2557.7544 6 153878.5501 1555.6127 7 152993.7450 884.8052 8 151681.2955 1312.4495 9 150338.9879 1342.3076 10 148994.0232 1344.9647 11 147836.2888 1157.7344 12 145757.1870 2079.1017 13 142752.6953 3004.4917 14 141731.2499 1021.4454 15 141540.8957 190.3542 16 141090.1097 450.7860 17 140923.6503 166.4594 18 140878.2869 45.3634 19 140862.5888 15.6982 20 140800.7239 61.8649 21 140714.8577 85.8662 22 140679.2271 35.6305 23 140672.2584 6.9688 24 140672.2584 0.0000 0 140672.2584 24it 0.00s (initial population) Initial clusters = [ 110, 242, 27, ] 1 197821.6575 Inf 2 160291.9308 37529.7267 3 149426.8405 10865.0903 4 144095.6611 5331.1794 5 141107.6089 2988.0522 6 140784.3995 323.2094 7 140706.9204 77.4792 8 140694.8647 12.0557 9 140664.4449 30.4198 10 140657.4457 6.9992 11 140657.4457 0.0000 0 140657.4457 11it 0.00s (initial population) Initial clusters = [ 198, 138, 116, ] 1 323167.4380 Inf 2 153084.6557 170082.7824 3 145461.5166 7623.1390 4 142477.7832 2983.7335 5 141798.0697 679.7134 6 141460.0336 338.0362 7 141192.3127 267.7209 8 140982.5262 209.7865 9 140878.2869 104.2392 10 140862.5888 15.6982 11 140800.7239 61.8649 12 140714.8577 85.8662 13 140679.2271 35.6305 14 140672.2584 6.9688 15 140672.2584 0.0000 0 140672.2584 15it 0.00s (initial population) Initial clusters = [ 92, 192, 4, ] 1 258856.9636 Inf 2 173009.6641 85847.2995 3 167369.5334 5640.1307 4 158738.3746 8631.1588 5 151844.4975 6893.8771 6 148946.0967 2898.4008 7 146316.1640 2629.9327 8 143033.6104 3282.5536 9 141552.1087 1481.5017 10 140861.5503 690.5584 11 140687.2591 174.2912 12 140672.2584 15.0007 13 140672.2584 0.0000 0 140672.2584 13it 0.00s (initial population) Initial clusters = [ 48, 56, 57, ] 1 180739.5919 Inf 2 147358.1645 33381.4274 3 141683.4128 5674.7517 4 140796.1460 887.2668 5 140693.4982 102.6478 6 140681.4309 12.0673 7 140665.3442 16.0866 8 140658.3377 7.0065 9 140658.3377 0.0000 0 140658.3377 9it 0.00s (initial population) Initial clusters = [ 75, 17, 163, ] 1 246555.3567 Inf 2 162482.1049 84073.2518 3 150052.5095 12429.5954 4 144552.4104 5500.0992 5 141224.1125 3328.2979 6 140757.1795 466.9330 7 140653.3919 103.7876 8 140640.8893 12.5026 9 140633.0694 7.8200 10 140633.0694 0.0000 0 140633.0694 10it 0.00s (initial population) Initial clusters = [ 246, 116, 15, ] 1 353711.2599 Inf 2 185474.4285 168236.8314 3 171512.5044 13961.9241 4 166193.2376 5319.2668 5 163534.3739 2658.8638 6 160831.6280 2702.7458 7 159711.4451 1120.1830 8 158149.5068 1561.9383 9 156799.5953 1349.9115 10 155458.3290 1341.2663 11 153412.0888 2046.2402 12 152274.1073 1137.9815 13 151551.5759 722.5314 14 149863.4575 1688.1184 15 147843.5000 2019.9575 16 146210.7147 1632.7853 17 142912.2903 3298.4244 18 141747.0656 1165.2246 19 141401.4444 345.6212 20 141021.6194 379.8250 21 140925.5604 96.0590 22 140879.5387 46.0217 23 140861.6315 17.9072 24 140801.0833 60.5482 25 140740.2937 60.7897 26 140685.5393 54.7543 27 140678.4972 7.0421 28 140678.4972 0.0000 0 140678.4972 28it 0.00s (initial population) Initial clusters = [ 225, 287, 203, ] 1 257919.4318 Inf 2 173507.2504 84412.1814 3 160701.8817 12805.3687 4 159184.4362 1517.4455 5 158247.5696 936.8666 6 157099.5990 1147.9706 7 154457.4824 2642.1165 8 148683.4966 5773.9859 9 143683.9041 4999.5925 10 141596.5442 2087.3598 11 140917.6012 678.9430 12 140714.4556 203.1456 13 140694.8647 19.5909 14 140664.4449 30.4198 15 140657.4457 6.9992 16 140657.4457 0.0000 0 140657.4457 16it 0.00s (initial population) Initial clusters = [ 295, 242, 265, ] 1 225895.8594 Inf 2 148529.1800 77366.6795 3 142895.6973 5633.4827 4 141605.4374 1290.2599 5 141065.9656 539.4718 6 140769.3382 296.6274 7 140657.4457 111.8925 8 140657.4457 0.0000 0 140657.4457 8it 0.00s (initial population) Initial clusters = [ 97, 252, 178, ] 1 240771.4933 Inf 2 146470.7501 94300.7432 3 143073.7560 3396.9941 4 142050.9603 1022.7957 5 141414.0669 636.8933 6 141009.7175 404.3495 7 140894.2691 115.4484 8 140862.5888 31.6803 9 140800.7239 61.8649 10 140714.8577 85.8662 11 140679.2271 35.6305 12 140672.2584 6.9688 13 140672.2584 0.0000 0 140672.2584 13it 0.00s (initial population) Initial clusters = [ 91, 147, 275, ] 1 202792.0453 Inf 2 162406.1549 40385.8904 3 156324.6509 6081.5039 4 149743.7460 6580.9050 5 143277.4267 6466.3193 6 141637.9001 1639.5266 7 140885.3334 752.5667 8 140709.3641 175.9693 9 140698.8515 10.5126 10 140690.8148 8.0367 11 140683.0533 7.7615 12 140683.0533 0.0000 0 140683.0533 12it 0.00s (initial population) Initial clusters = [ 67, 272, 132, ] 1 196402.7606 Inf 2 160221.8311 36180.9295 3 149615.7513 10606.0798 4 144140.4604 5475.2909 5 141957.4356 2183.0248 6 141158.1780 799.2576 7 140739.8452 418.3327 8 140701.3464 38.4988 9 140701.3464 0.0000 0 140701.3464 9it 0.00s (initial population) Initial clusters = [ 167, 171, 254, ] 1 239238.3935 Inf 2 169380.5837 69857.8098 3 166688.2205 2692.3632 4 165795.2067 893.0137 5 164832.9808 962.2259 6 163709.6112 1123.3697 7 162923.5884 786.0228 8 161276.4340 1647.1543 9 159497.6347 1778.7993 10 157771.9548 1725.6799 11 154448.6443 3323.3105 12 152276.7729 2171.8714 13 150653.9266 1622.8463 14 148568.4439 2085.4827 15 147495.6273 1072.8166 16 145327.2285 2168.3989 17 142329.9870 2997.2414 18 141714.0562 615.9308 19 141506.2888 207.7674 20 141097.1270 409.1619 21 140925.1485 171.9785 22 140877.6827 47.4658 23 140785.4837 92.1991 24 140714.8577 70.6260 25 140679.2271 35.6305 26 140672.2584 6.9688 27 140672.2584 0.0000 0 140672.2584 27it 0.00s (initial population) Initial clusters = [ 88, 67, 234, ] 1 259793.6222 Inf 2 175739.4757 84054.1464 3 169023.7729 6715.7028 4 164713.5357 4310.2372 5 160332.7829 4380.7528 6 153127.8461 7204.9369 7 144153.0937 8974.7524 8 141022.6047 3130.4890 9 140758.2220 264.3827 10 140705.2913 52.9307 11 140683.3008 21.9905 12 140672.3546 10.9462 13 140672.3546 0.0000 0 140672.3546 13it 0.00s (initial population) Initial clusters = [ 242, 164, 76, ] 1 263281.2048 Inf 2 167451.9182 95829.2866 3 153704.5720 13747.3462 4 143140.8973 10563.6748 5 140789.9625 2350.9348 6 140686.4064 103.5561 7 140657.0045 29.4019 8 140650.0021 7.0024 9 140639.1791 10.8230 10 140639.1791 0.0000 0 140639.1791 10it 0.00s (initial population) Initial clusters = [ 226, 132, 97, ] 1 188405.7371 Inf 2 155276.5981 33129.1390 3 142990.3739 12286.2242 4 141597.2057 1393.1682 5 141225.2212 371.9845 6 141060.4732 164.7480 7 140923.6503 136.8229 8 140878.2869 45.3634 9 140862.5888 15.6982 10 140800.7239 61.8649 11 140714.8577 85.8662 12 140679.2271 35.6305 13 140672.2584 6.9688 14 140672.2584 0.0000 0 140672.2584 14it 0.00s (initial population) Initial clusters = [ 84, 133, 118, ] 1 231133.5552 Inf 2 162581.6195 68551.9357 3 158425.1856 4156.4339 4 157118.3797 1306.8059 5 156131.8422 986.5376 6 152714.9797 3416.8624 7 145677.7266 7037.2532 8 141434.5638 4243.1628 9 140836.2856 598.2783 10 140716.8415 119.4440 11 140681.4309 35.4107 12 140665.3442 16.0866 13 140658.3377 7.0065 14 140658.3377 0.0000 0 140658.3377 14it 0.00s (initial population) Initial clusters = [ 218, 137, 285, ] 1 246955.0107 Inf 2 162320.4214 84634.5893 3 152494.1503 9826.2711 4 145067.9225 7426.2278 5 142270.1155 2797.8070 6 140935.5918 1334.5237 7 140697.7280 237.8637 8 140681.4927 16.2353 9 140665.4858 16.0070 10 140665.4858 0.0000 0 140665.4858 10it 0.00s (initial population) Initial clusters = [ 13, 58, 166, ] 1 248024.3569 Inf 2 156323.5535 91700.8035 3 149357.6907 6965.8628 4 144636.6888 4721.0019 5 142131.2130 2505.4758 6 141413.7206 717.4925 7 141077.9663 335.7543 8 140959.4544 118.5119 9 140877.6827 81.7717 10 140785.4837 92.1991 11 140714.8577 70.6260 12 140679.2271 35.6305 13 140672.2584 6.9688 14 140672.2584 0.0000 0 140672.2584 14it 0.00s (initial population) Initial clusters = [ 153, 292, 64, ] 1 218571.7298 Inf 2 167575.4811 50996.2488 3 158001.6549 9573.8261 4 150075.0018 7926.6531 5 145335.9210 4739.0808 6 141434.2108 3901.7102 7 140799.2865 634.9243 8 140684.8757 114.4108 9 140653.3919 31.4838 10 140640.8893 12.5026 11 140633.0694 7.8200 12 140633.0694 0.0000 0 140633.0694 12it 0.00s (initial population) Initial clusters = [ 129, 133, 168, ] 1 227452.2567 Inf 2 166865.2512 60587.0055 3 162164.9446 4700.3066 4 160315.5924 1849.3522 5 159175.2152 1140.3772 6 158286.4882 888.7270 7 157537.6700 748.8182 8 156333.3496 1204.3204 9 155345.9835 987.3661 10 154101.4308 1244.5527 11 153028.1463 1073.2845 12 152345.7732 682.3731 13 151811.2486 534.5245 14 150790.9550 1020.2936 15 148883.4722 1907.4828 16 147675.8763 1207.5959 17 145727.0014 1948.8749 18 142826.7184 2900.2830 19 141721.0266 1105.6918 20 141540.8957 180.1309 21 141090.1097 450.7860 22 140923.6503 166.4594 23 140878.2869 45.3634 24 140862.5888 15.6982 25 140800.7239 61.8649 26 140714.8577 85.8662 27 140679.2271 35.6305 28 140672.2584 6.9688 29 140672.2584 0.0000 0 140672.2584 29it 0.00s (initial population) Initial clusters = [ 194, 41, 57, ] 1 231551.9983 Inf 2 166525.0372 65026.9611 3 161525.0573 4999.9799 4 159829.3958 1695.6615 5 158589.0468 1240.3490 6 157237.8556 1351.1912 7 154781.9554 2455.9001 8 148382.1259 6399.8295 9 143391.5808 4990.5452 10 141610.7945 1780.7863 11 140927.3103 683.4842 12 140697.1383 230.1720 13 140681.7847 15.3536 14 140668.0377 13.7470 15 140661.0843 6.9533 16 140661.0843 0.0000 0 140661.0843 16it 0.00s (initial population) Initial clusters = [ 214, 153, 212, ] 1 210817.8336 Inf 2 172319.7435 38498.0901 3 164629.4234 7690.3202 4 162205.5044 2423.9189 5 160372.8117 1832.6928 6 157264.7749 3108.0368 7 154612.3130 2652.4618 8 151619.5657 2992.7474 9 148519.5157 3100.0500 10 144803.9572 3715.5585 11 141405.3012 3398.6560 12 140790.9821 614.3191 13 140633.0694 157.9127 14 140633.0694 0.0000 0 140633.0694 14it 0.00s (initial population) Initial clusters = [ 43, 206, 51, ] 1 223662.0221 Inf 2 158465.8647 65196.1574 3 154121.6375 4344.2272 4 152723.4419 1398.1956 5 152201.2339 522.2080 6 151551.0875 650.1464 7 149865.5395 1685.5480 8 148514.2586 1351.2809 9 147512.6995 1001.5591 10 145547.5530 1965.1465 11 142727.2610 2820.2920 12 141721.0266 1006.2344 13 141540.8957 180.1309 14 141090.1097 450.7860 15 140923.6503 166.4594 16 140878.2869 45.3634 17 140862.5888 15.6982 18 140800.7239 61.8649 19 140714.8577 85.8662 20 140679.2271 35.6305 21 140672.2584 6.9688 22 140672.2584 0.0000 0 140672.2584 22it 0.00s (initial population) Initial clusters = [ 46, 250, 157, ] 1 222311.4890 Inf 2 180307.9564 42003.5326 3 173374.0727 6933.8837 4 168575.2795 4798.7932 5 166286.4834 2288.7961 6 164525.4091 1761.0743 7 163529.1402 996.2690 8 161843.5952 1685.5449 9 157673.4341 4170.1611 10 149246.1323 8427.3018 11 142767.1600 6478.9722 12 141276.1781 1490.9819 13 140924.3604 351.8178 14 140719.4515 204.9089 15 140683.0533 36.3982 16 140683.0533 0.0000 0 140683.0533 16it 0.00s (initial population) Initial clusters = [ 192, 105, 15, ] 1 223679.2876 Inf 2 170266.8813 53412.4063 3 168145.9538 2120.9275 4 166960.3582 1185.5956 5 166810.7602 149.5979 6 166810.7602 0.0000 0 166810.7602 6it 0.00s (initial population) Initial clusters = [ 289, 197, 227, ] 1 214374.3846 Inf 2 149889.8753 64484.5093 3 143201.5968 6688.2785 4 141698.9479 1502.6489 5 141147.6706 551.2773 6 140989.7111 157.9595 7 140904.7613 84.9498 8 140862.5888 42.1726 9 140800.7239 61.8649 10 140714.8577 85.8662 11 140679.2271 35.6305 12 140672.2584 6.9688 13 140672.2584 0.0000 0 140672.2584 13it 0.00s (initial population) Initial clusters = [ 180, 54, 160, ] 1 224966.1685 Inf 2 176418.8923 48547.2761 3 167442.0435 8976.8488 4 159100.2635 8341.7800 5 152309.2777 6790.9858 6 148543.9567 3765.3210 7 144130.6398 4413.3170 8 141937.3586 2193.2812 9 140861.6565 1075.7021 10 140702.6466 159.0099 11 140684.9439 17.7027 12 140667.6004 17.3435 13 140661.4398 6.1606 14 140661.4398 0.0000 0 140661.4398 14it 0.00s (initial population) Initial clusters = [ 115, 177, 87, ] 1 256179.1081 Inf 2 143208.4652 112970.6429 3 140939.3419 2269.1233 4 140743.5094 195.8326 5 140697.1383 46.3710 6 140681.7847 15.3536 7 140668.0377 13.7470 8 140661.0843 6.9533 9 140661.0843 0.0000 0 140661.0843 9it 0.00s (initial population) Initial clusters = [ 155, 258, 150, ] 1 222224.2286 Inf 2 154519.5247 67704.7039 3 150828.3884 3691.1363 4 148775.4753 2052.9132 5 146053.3674 2722.1078 6 142612.4380 3440.9295 7 141811.9513 800.4867 8 141609.5006 202.4507 9 141213.0094 396.4912 10 141016.2959 196.7135 11 140923.6503 92.6456 12 140878.2869 45.3634 13 140862.5888 15.6982 14 140800.7239 61.8649 15 140714.8577 85.8662 16 140679.2271 35.6305 17 140672.2584 6.9688 18 140672.2584 0.0000 0 140672.2584 18it 0.01s (initial population) Initial clusters = [ 292, 56, 144, ] 1 253331.2202 Inf 2 162450.1140 90881.1062 3 157501.9903 4948.1237 4 153865.2001 3636.7901 5 150370.3308 3494.8693 6 148038.4334 2331.8975 7 145183.5308 2854.9025 8 142270.2806 2913.2502 9 141640.8046 629.4760 10 141206.0882 434.7164 11 141008.3138 197.7744 12 140906.2012 102.1126 13 140848.8355 57.3657 14 140785.4837 63.3519 15 140714.8577 70.6260 16 140679.2271 35.6305 17 140672.2584 6.9688 18 140672.2584 0.0000 0 140672.2584 18it 0.00s (initial population) 1 200772.8914 Inf 2 165006.2841 35766.6074 3 159554.5118 5451.7722 4 153693.4538 5861.0581 5 148345.8669 5347.5869 6 144240.1073 4105.7596 7 142098.0879 2142.0194 8 141339.6636 758.4243 9 141096.6150 243.0486 10 140959.4544 137.1606 11 140877.6827 81.7717 12 140785.4837 92.1991 13 140714.8577 70.6260 14 140679.2271 35.6305 15 140672.2584 6.9688 16 140672.2584 0.0000 1 0 140672.2584 16it 0.00s 1 164004.2963 Inf 2 144723.4062 19280.8901 3 140819.2012 3904.2050 4 140698.5761 120.6251 5 140654.1918 44.3843 6 140639.1791 15.0127 7 140639.1791 0.0000 2 0 140639.1791 7it 0.00s 1 189904.5549 Inf 2 165857.6225 24046.9324 3 160012.1439 5845.4785 4 156555.3978 3456.7461 5 150022.8889 6532.5089 6 143147.2200 6875.6689 7 141416.2044 1731.0156 8 140923.5584 492.6459 9 140736.9677 186.5907 10 140698.8515 38.1162 11 140690.8148 8.0367 12 140683.0533 7.7615 13 140683.0533 0.0000 3 1 140683.0533 13it 0.00s 1 170243.1228 Inf 2 148436.9699 21806.1529 3 141764.2163 6672.7536 4 141031.0008 733.2155 5 140766.0783 264.9226 6 140698.8515 67.2268 7 140690.8148 8.0367 8 140683.0533 7.7615 9 140683.0533 0.0000 4 2 140683.0533 9it 0.00s 1 188280.4995 Inf 2 161295.3365 26985.1630 3 159728.5786 1566.7579 4 158565.5907 1162.9879 5 157782.5151 783.0756 6 156628.1986 1154.3165 7 155926.1517 702.0470 8 154943.8802 982.2715 9 153876.5920 1067.2882 10 152928.5226 948.0694 11 152409.6813 518.8413 12 151835.5855 574.0957 13 150734.0391 1101.5464 14 148883.4722 1850.5669 15 147675.8763 1207.5959 16 145727.0014 1948.8749 17 142826.7184 2900.2830 18 141721.0266 1105.6918 19 141540.8957 180.1309 20 141090.1097 450.7860 21 140923.6503 166.4594 22 140878.2869 45.3634 23 140862.5888 15.6982 24 140800.7239 61.8649 25 140714.8577 85.8662 26 140679.2271 35.6305 27 140672.2584 6.9688 28 140672.2584 0.0000 5 3 140672.2584 28it 0.00s 1 163380.2811 Inf 2 144321.6198 19058.6613 3 142059.2935 2262.3263 4 141406.1699 653.1236 5 140945.2948 460.8751 6 140665.4858 279.8090 7 140665.4858 0.0000 6 4 140665.4858 7it 0.00s 1 192017.2200 Inf 2 167765.4464 24251.7736 3 165957.6969 1807.7495 4 163874.7668 2082.9301 5 162057.0840 1817.6828 6 160000.7182 2056.3658 7 157040.7462 2959.9720 8 154824.2277 2216.5185 9 153247.9218 1576.3059 10 152422.4450 825.4768 11 152026.5987 395.8464 12 151350.9053 675.6934 13 149840.4260 1510.4793 14 148433.8335 1406.5924 15 147483.7484 950.0852 16 145341.9647 2141.7836 17 142398.5065 2943.4582 18 141706.0547 692.4518 19 141381.1794 324.8754 20 141022.5460 358.6334 21 140902.3976 120.1484 22 140834.8422 67.5554 23 140785.4837 49.3586 24 140714.8577 70.6260 25 140679.2271 35.6305 26 140672.2584 6.9688 27 140672.2584 0.0000 7 5 140672.2584 27it 0.00s 1 206459.1791 Inf 2 160819.3200 45639.8591 3 158279.7905 2539.5295 4 156219.5352 2060.2553 5 151126.5027 5093.0325 6 144190.0397 6936.4630 7 142094.3812 2095.6585 8 141044.4930 1049.8882 9 140856.2027 188.2903 10 140724.7144 131.4883 11 140681.7847 42.9297 12 140668.0377 13.7470 13 140661.0843 6.9533 14 140661.0843 0.0000 8 6 140661.0843 14it 0.00s 1 192400.9886 Inf 2 167160.4454 25240.5431 3 162428.7326 4731.7129 4 160016.3748 2412.3578 5 158263.7099 1752.6649 6 156936.2163 1327.4936 7 156112.5025 823.7137 8 155397.2962 715.2064 9 154289.4865 1107.8096 10 152935.0869 1354.3996 11 152127.9542 807.1328 12 151668.8602 459.0939 13 150642.8602 1026.0000 14 149041.7954 1601.0648 15 147517.8923 1523.9031 16 145782.9113 1734.9811 17 142660.8311 3122.0802 18 141721.0266 939.8046 19 141540.8957 180.1309 20 141090.1097 450.7860 21 140923.6503 166.4594 22 140878.2869 45.3634 23 140862.5888 15.6982 24 140800.7239 61.8649 25 140714.8577 85.8662 26 140679.2271 35.6305 27 140672.2584 6.9688 28 140672.2584 0.0000 9 7 140672.2584 28it 0.00s 1 191483.3419 Inf 2 167718.3447 23764.9972 3 166316.0973 1402.2474 4 165077.7734 1238.3239 5 164001.8992 1075.8742 6 162788.2045 1213.6947 7 162281.5077 506.6968 8 161851.4126 430.0951 9 161473.5407 377.8719 10 160912.4847 561.0560 11 159745.0576 1167.4271 12 158262.9855 1482.0720 13 156163.3661 2099.6194 14 154323.9596 1839.4065 15 152870.3690 1453.5906 16 151972.2750 898.0940 17 150829.3151 1142.9599 18 149035.8508 1793.4643 19 146923.7465 2112.1043 20 143904.0643 3019.6823 21 141965.5946 1938.4696 22 141659.9408 305.6538 23 141301.5318 358.4091 24 141021.6194 279.9124 25 140925.5604 96.0590 26 140879.5387 46.0217 27 140861.6315 17.9072 28 140801.0833 60.5482 29 140740.2937 60.7897 30 140685.5393 54.7543 31 140678.4972 7.0421 32 140678.4972 0.0000 10 8 140678.4972 32it 0.00s 1 192822.1674 Inf 2 167451.7324 25370.4349 3 163312.9872 4138.7452 4 161442.5898 1870.3974 5 160209.6624 1232.9274 6 159052.2817 1157.3807 7 158040.5065 1011.7752 8 157505.7660 534.7405 9 157379.3855 126.3805 10 157323.9014 55.4840 11 157316.9727 6.9287 12 157316.9727 0.0000 11 9 157316.9727 12it 0.00s 1 169413.6158 Inf 2 146233.4554 23180.1604 3 142448.7246 3784.7307 4 141372.7829 1075.9417 5 140829.7802 543.0027 6 140711.0719 118.7083 7 140711.0719 0.0000 12 10 140711.0719 7it 0.00s 1 188537.0301 Inf 2 165324.5483 23212.4818 3 162219.8453 3104.7030 4 159251.2371 2968.6082 5 156300.8441 2950.3930 6 154564.5905 1736.2536 7 152347.6438 2216.9466 8 149747.1046 2600.5392 9 148282.1577 1464.9469 10 146595.9255 1686.2321 11 143498.0282 3097.8973 12 141923.0622 1574.9660 13 141609.5006 313.5616 14 141213.0094 396.4912 15 141016.2959 196.7135 16 140923.6503 92.6456 17 140878.2869 45.3634 18 140862.5888 15.6982 19 140800.7239 61.8649 20 140714.8577 85.8662 21 140679.2271 35.6305 22 140672.2584 6.9688 23 140672.2584 0.0000 13 11 140672.2584 23it 0.00s 1 205846.0336 Inf 2 176839.2496 29006.7840 3 171390.3169 5448.9327 4 160614.4833 10775.8336 5 145871.4184 14743.0649 6 142031.9548 3839.4636 7 141367.1503 664.8046 8 141040.6716 326.4787 9 140925.1485 115.5231 10 140877.6827 47.4658 11 140785.4837 92.1991 12 140714.8577 70.6260 13 140679.2271 35.6305 14 140672.2584 6.9688 15 140672.2584 0.0000 14 12 140672.2584 15it 0.00s 1 195328.6683 Inf 2 154749.7954 40578.8728 3 144101.9624 10647.8331 4 141610.7604 2491.2020 5 141127.1846 483.5758 6 140989.7111 137.4734 7 140904.7613 84.9498 8 140862.5888 42.1726 9 140800.7239 61.8649 10 140714.8577 85.8662 11 140679.2271 35.6305 12 140672.2584 6.9688 13 140672.2584 0.0000 15 13 140672.2584 13it 0.00s 1 189872.1061 Inf 2 163026.6016 26845.5045 3 159612.1386 3414.4630 4 157376.4698 2235.6688 5 156227.1634 1149.3064 6 155099.1696 1127.9938 7 153974.5979 1124.5718 8 152900.9451 1073.6528 9 152264.1456 636.7994 10 151640.0090 624.1366 11 150182.0466 1457.9624 12 148408.0465 1774.0001 13 147095.5520 1312.4945 14 144785.0448 2310.5071 15 142329.9870 2455.0578 16 141714.0562 615.9308 17 141506.2888 207.7674 18 141097.1270 409.1619 19 140925.1485 171.9785 20 140877.6827 47.4658 21 140785.4837 92.1991 22 140714.8577 70.6260 23 140679.2271 35.6305 24 140672.2584 6.9688 25 140672.2584 0.0000 16 14 140672.2584 25it 0.00s 1 192743.2990 Inf 2 169863.6722 22879.6268 3 166179.9247 3683.7475 4 164797.7600 1382.1647 5 163849.4604 948.2997 6 162648.9972 1200.4632 7 162233.6736 415.3236 8 161787.3877 446.2859 9 161361.3516 426.0361 10 160466.3382 895.0133 11 159054.9173 1411.4209 12 157454.2458 1600.6716 13 155640.1365 1814.1093 14 153525.3366 2114.7999 15 152313.5458 1211.7908 16 151551.5759 761.9699 17 149863.4575 1688.1184 18 147843.5000 2019.9575 19 146210.7147 1632.7853 20 142912.2903 3298.4244 21 141747.0656 1165.2246 22 141401.4444 345.6212 23 141021.6194 379.8250 24 140925.5604 96.0590 25 140879.5387 46.0217 26 140861.6315 17.9072 27 140801.0833 60.5482 28 140740.2937 60.7897 29 140685.5393 54.7543 30 140678.4972 7.0421 31 140678.4972 0.0000 17 15 140678.4972 31it 0.00s Initial clusters = [ 84, 179, 117, ] 1 255758.0274 Inf 2 167245.8189 88512.2085 3 167245.8189 0.0000 Initial clusters = [ 84, 179, 117, ] 1 255758.0274 Inf 2 167245.8189 88512.2085 3 167245.8189 0.0000 0 167245.8189 3it 0.00s (initial solution) Initial clusters = [ 142, 233, 161, ] 1 267080.8450 Inf 2 174349.3640 92731.4810 3 174349.3640 0.0000 1 174349.3640 3it 0.00s Initial clusters = [ 281, 115, 274, ] 1 227071.7831 Inf 2 185101.6680 41970.1151 3 185101.6680 0.0000 2 185101.6680 3it 0.00s Initial clusters = [ 49, 253, 81, ] 1 177084.3607 Inf 2 167034.6300 10049.7307 3 167034.6300 0.0000 3 167034.6300 3it 0.00s (new best) Initial clusters = [ 277, 45, 80, ] 1 236279.3148 Inf 2 159218.7471 77060.5676 3 147836.5119 11382.2353 4 147836.5119 0.0000 4 147836.5119 4it 0.00s (new best) Initial clusters = [ 157, 83, 235, ] 1 249609.1832 Inf 2 182538.5963 67070.5869 3 152509.5710 30029.0252 4 146641.2836 5868.2874 5 146641.2836 0.0000 5 146641.2836 5it 0.00s (new best) Initial clusters = [ 264, 26, 68, ] 1 273102.0763 Inf 2 175131.2660 97970.8103 3 174702.4834 428.7826 4 174702.4834 0.0000 6 174702.4834 4it 0.00s Initial clusters = [ 59, 123, 233, ] 1 299684.8733 Inf 2 146979.7756 152705.0978 3 146979.7756 0.0000 7 146979.7756 3it 0.00s Initial clusters = [ 289, 215, 4, ] 1 261539.2983 Inf 2 178873.4992 82665.7991 3 178873.4992 0.0000 8 178873.4992 3it 0.00s Initial clusters = [ 269, 65, 262, ] 1 318964.5439 Inf 2 170960.6288 148003.9151 3 166482.5671 4478.0617 4 166482.5671 0.0000 9 166482.5671 4it 0.00s Initial clusters = [ 285, 39, 163, ] 1 187220.6552 Inf 2 166857.1258 20363.5294 3 149150.9628 17706.1630 4 149150.9628 0.0000 10 149150.9628 4it 0.00s Initial clusters = [ 99, 103, 220, ] 1 219490.6266 Inf 2 173344.6453 46145.9813 3 169595.5659 3749.0794 4 169595.5659 0.0000 11 169595.5659 4it 0.00s Initial clusters = [ 106, 255, 147, ] 1 229302.7241 Inf 2 157814.9466 71487.7775 3 150942.1876 6872.7590 4 150942.1876 0.0000 12 150942.1876 4it 0.00s Initial clusters = [ 184, 91, 1, ] 1 271827.1785 Inf 2 166640.5805 105186.5980 3 166640.5805 0.0000 13 166640.5805 3it 0.00s Initial clusters = [ 290, 7, 217, ] 1 269969.3641 Inf 2 173020.3945 96948.9695 3 173020.3945 0.0000 14 173020.3945 3it 0.00s Initial clusters = [ 249, 93, 149, ] 1 207993.0117 Inf 2 184762.8074 23230.2043 3 174239.9960 10522.8114 4 174239.9960 0.0000 15 174239.9960 4it 0.00s Initial clusters = [ 71, 35, 27, ] 1 190106.6940 Inf 2 162830.4004 27276.2936 3 159109.9524 3720.4479 4 159109.9524 0.0000 16 159109.9524 4it 0.00s Initial clusters = [ 291, 131, 260, ] 1 207252.6904 Inf 2 165324.8568 41927.8336 3 162017.0684 3307.7884 4 162017.0684 0.0000 17 162017.0684 4it 0.00s Initial clusters = [ 66, 106, 73, ] 1 297383.9035 Inf 2 150068.0948 147315.8087 3 150068.0948 0.0000 18 150068.0948 3it 0.00s Initial clusters = [ 153, 276, 20, ] 1 298990.0839 Inf 2 174568.8563 124421.2276 3 174568.8563 0.0000 19 174568.8563 3it 0.00s Initial clusters = [ 110, 242, 27, ] 1 197821.6575 Inf 2 171415.4857 26406.1718 3 171415.4857 0.0000 20 171415.4857 3it 0.00s Initial clusters = [ 198, 138, 116, ] 1 323167.4380 Inf 2 151911.4462 171255.9918 3 148420.7388 3490.7074 4 146641.2836 1779.4552 5 146641.2836 0.0000 21 146641.2836 5it 0.00s Initial clusters = [ 92, 192, 4, ] 1 258856.9636 Inf 2 179057.4366 79799.5271 3 171710.5505 7346.8861 4 168655.1017 3055.4488 5 168655.1017 0.0000 22 168655.1017 5it 0.00s Initial clusters = [ 48, 56, 57, ] 1 180739.5919 Inf 2 150942.1876 29797.4043 3 150942.1876 0.0000 23 150942.1876 3it 0.00s Initial clusters = [ 75, 17, 163, ] 1 246555.3567 Inf 2 176237.1419 70318.2149 3 148952.3741 27284.7678 4 148952.3741 0.0000 24 148952.3741 4it 0.00s Initial clusters = [ 246, 116, 15, ] 1 353711.2599 Inf 2 194234.7445 159476.5154 3 182045.2831 12189.4614 4 174423.5484 7621.7347 5 171215.6684 3207.8800 6 158352.0801 12863.5882 7 149661.7319 8690.3482 8 147865.0033 1796.7286 9 147865.0033 0.0000 25 147865.0033 9it 0.00s Initial clusters = [ 225, 287, 203, ] 1 257919.4318 Inf 2 177627.2351 80292.1966 3 173655.1195 3972.1157 4 173655.1195 0.0000 26 173655.1195 4it 0.00s Initial clusters = [ 295, 242, 265, ] 1 225895.8594 Inf 2 149854.2978 76041.5616 3 148590.7802 1263.5176 4 148590.7802 0.0000 27 148590.7802 4it 0.00s Initial clusters = [ 97, 252, 178, ] 1 240771.4933 Inf 2 148077.4260 92694.0673 3 146976.6989 1100.7271 4 146976.6989 0.0000 28 146976.6989 4it 0.00s Initial clusters = [ 91, 147, 275, ] 1 202792.0453 Inf 2 158033.5413 44758.5040 3 155727.0962 2306.4451 4 155479.6633 247.4328 5 155479.6633 0.0000 29 155479.6633 5it 0.00s Initial clusters = [ 67, 272, 132, ] 1 196402.7606 Inf 2 173740.9505 22661.8101 3 157653.4236 16087.5269 4 149771.4059 7882.0177 5 146811.0744 2960.3314 6 146811.0744 0.0000 30 146811.0744 6it 0.00s Initial clusters = [ 84, 179, 117, ] 1 255758.0274 Inf 2 167245.8189 88512.2085 3 167245.8189 0.0000 0 0 167245.8189 3it 0.00s (initial solution) 1 211696.2882 Inf 2 171090.5535 40605.7346 3 171090.5535 0.0000 1 0 171090.5535 3it 0.00s 1 177563.9889 Inf 2 168789.2455 8774.7433 3 148882.2669 19906.9787 4 148273.6449 608.6219 5 147865.0033 408.6417 6 147865.0033 0.0000 2 1 147865.0033 6it 0.00s (new best) 1 185168.1150 Inf 2 173080.0258 12088.0892 3 173080.0258 0.0000 3 0 173080.0258 3it 0.00s 1 179973.9259 Inf 2 150942.1876 29031.7383 3 150942.1876 0.0000 4 1 150942.1876 3it 0.00s 1 222607.1096 Inf 2 170750.9131 51856.1964 3 164495.6690 6255.2442 4 151903.5132 12592.1558 5 150007.6991 1895.8141 6 150007.6991 0.0000 5 2 150007.6991 6it 0.00s 1 159208.3704 Inf 2 148812.4708 10395.8996 3 148812.4708 0.0000 6 3 148812.4708 3it 0.00s 1 183537.9583 Inf 2 176416.8289 7121.1294 3 176416.8289 0.0000 7 4 176416.8289 3it 0.00s 1 185212.0772 Inf 2 177898.5579 7313.5193 3 169849.0212 8049.5367 4 154211.2948 15637.7264 5 148703.3144 5507.9804 6 147865.0033 838.3111 7 147865.0033 0.0000 8 5 147865.0033 7it 0.00s 1 182874.2846 Inf 2 176791.2735 6083.0111 3 176791.2735 0.0000 9 6 176791.2735 3it 0.00s 1 186049.5970 Inf 2 157006.1816 29043.4154 3 147865.0033 9141.1783 4 147865.0033 0.0000 10 7 147865.0033 4it 0.00s 1 195836.5104 Inf 2 181443.2990 14393.2114 3 176605.9884 4837.3106 4 171676.8550 4929.1334 5 171676.8550 0.0000 11 8 171676.8550 5it 0.00s 1 218821.0149 Inf 2 171116.6713 47704.3436 3 161312.3091 9804.3622 4 149150.9628 12161.3464 5 149150.9628 0.0000 12 9 149150.9628 5it 0.00s 1 190619.9312 Inf 2 179069.3397 11550.5915 3 173967.3251 5102.0146 4 173967.3251 0.0000 13 10 173967.3251 4it 0.00s 1 166910.2522 Inf 2 148563.8955 18346.3567 3 147865.0033 698.8922 4 147865.0033 0.0000 14 11 147865.0033 4it 0.00s 1 164167.3572 Inf 2 146976.6989 17190.6583 3 146976.6989 0.0000 15 12 146976.6989 3it 0.00s (new best) 1 208149.0842 Inf 2 170899.9240 37249.1602 3 168655.1017 2244.8223 4 168655.1017 0.0000 16 0 168655.1017 4it 0.00s 1 190733.9249 Inf 2 159418.7950 31315.1299 3 149776.3874 9642.4075 4 147865.0033 1911.3842 5 147865.0033 0.0000 17 1 147865.0033 5it 0.00s 1 189532.2596 Inf 2 167407.5812 22124.6784 3 152922.9317 14484.6495 4 146976.6989 5946.2327 5 146976.6989 0.0000 18 2 146976.6989 5it 0.00s 1 186612.7271 Inf 2 177328.1139 9284.6132 3 176416.8289 911.2850 4 176416.8289 0.0000 19 3 176416.8289 4it 0.00s 1 202379.3375 Inf 2 157533.5568 44845.7807 3 150942.1876 6591.3692 4 150942.1876 0.0000 20 4 150942.1876 4it 0.00s 1 177593.5539 Inf 2 160221.6612 17371.8926 3 146976.6989 13244.9623 4 146976.6989 0.0000 21 5 146976.6989 4it 0.00s 1 180698.1638 Inf 2 152274.8147 28423.3492 3 152274.8147 0.0000 22 6 152274.8147 3it 0.00s 1 195066.4977 Inf 2 181319.8723 13746.6254 3 181319.8723 0.0000 23 7 181319.8723 3it 0.00s 1 197912.5187 Inf 2 162820.0450 35092.4737 3 156611.8251 6208.2199 4 155727.0962 884.7289 5 155479.6633 247.4328 6 155479.6633 0.0000 24 8 155479.6633 6it 0.00s 1 192814.8548 Inf 2 155407.7724 37407.0823 3 147546.6040 7861.1684 4 146976.6989 569.9051 5 146976.6989 0.0000 25 9 146976.6989 5it 0.00s 1 193949.1476 Inf 2 158033.5413 35915.6063 3 155727.0962 2306.4451 4 155479.6633 247.4328 5 155479.6633 0.0000 26 10 155479.6633 5it 0.00s 1 164128.3409 Inf 2 148130.9421 15997.3988 3 146976.6989 1154.2432 4 146976.6989 0.0000 27 11 146976.6989 4it 0.00s 1 201659.6005 Inf 2 156063.0769 45596.5236 3 149887.7352 6175.3417 4 149887.7352 0.0000 28 12 149887.7352 4it 0.00s 1 185222.2103 Inf 2 149541.5560 35680.6542 3 146811.0744 2730.4816 4 146811.0744 0.0000 29 13 146811.0744 4it 0.00s (new best) 1 161982.1912 Inf 2 146811.0744 15171.1168 3 146811.0744 0.0000 30 0 146811.0744 3it 0.00s Initial clusters = [ 84, 179, 117, ] 1 255758.0274 Inf 2 167245.8189 88512.2085 3 167245.8189 0.0000 0 167245.8189 3it 0.00s (initial population) Initial clusters = [ 142, 233, 161, ] 1 267080.8450 Inf 2 174349.3640 92731.4810 3 174349.3640 0.0000 0 174349.3640 3it 0.00s (initial population) Initial clusters = [ 281, 115, 274, ] 1 227071.7831 Inf 2 185101.6680 41970.1151 3 185101.6680 0.0000 0 185101.6680 3it 0.00s (initial population) Initial clusters = [ 49, 253, 81, ] 1 177084.3607 Inf 2 167034.6300 10049.7307 3 167034.6300 0.0000 0 167034.6300 3it 0.00s (initial population) Initial clusters = [ 277, 45, 80, ] 1 236279.3148 Inf 2 159218.7471 77060.5676 3 147836.5119 11382.2353 4 147836.5119 0.0000 0 147836.5119 4it 0.00s (initial population) Initial clusters = [ 157, 83, 235, ] 1 249609.1832 Inf 2 182538.5963 67070.5869 3 152509.5710 30029.0252 4 146641.2836 5868.2874 5 146641.2836 0.0000 0 146641.2836 5it 0.00s (initial population) Initial clusters = [ 264, 26, 68, ] 1 273102.0763 Inf 2 175131.2660 97970.8103 3 174702.4834 428.7826 4 174702.4834 0.0000 0 174702.4834 4it 0.00s (initial population) Initial clusters = [ 59, 123, 233, ] 1 299684.8733 Inf 2 146979.7756 152705.0978 3 146979.7756 0.0000 0 146979.7756 3it 0.00s (initial population) Initial clusters = [ 289, 215, 4, ] 1 261539.2983 Inf 2 178873.4992 82665.7991 3 178873.4992 0.0000 0 178873.4992 3it 0.00s (initial population) Initial clusters = [ 269, 65, 262, ] 1 318964.5439 Inf 2 170960.6288 148003.9151 3 166482.5671 4478.0617 4 166482.5671 0.0000 0 166482.5671 4it 0.00s (initial population) Initial clusters = [ 285, 39, 163, ] 1 187220.6552 Inf 2 166857.1258 20363.5294 3 149150.9628 17706.1630 4 149150.9628 0.0000 0 149150.9628 4it 0.00s (initial population) Initial clusters = [ 99, 103, 220, ] 1 219490.6266 Inf 2 173344.6453 46145.9813 3 169595.5659 3749.0794 4 169595.5659 0.0000 0 169595.5659 4it 0.00s (initial population) Initial clusters = [ 106, 255, 147, ] 1 229302.7241 Inf 2 157814.9466 71487.7775 3 150942.1876 6872.7590 4 150942.1876 0.0000 0 150942.1876 4it 0.00s (initial population) Initial clusters = [ 184, 91, 1, ] 1 271827.1785 Inf 2 166640.5805 105186.5980 3 166640.5805 0.0000 0 166640.5805 3it 0.00s (initial population) Initial clusters = [ 290, 7, 217, ] 1 269969.3641 Inf 2 173020.3945 96948.9695 3 173020.3945 0.0000 0 173020.3945 3it 0.00s (initial population) Initial clusters = [ 249, 93, 149, ] 1 207993.0117 Inf 2 184762.8074 23230.2043 3 174239.9960 10522.8114 4 174239.9960 0.0000 0 174239.9960 4it 0.00s (initial population) Initial clusters = [ 71, 35, 27, ] 1 190106.6940 Inf 2 162830.4004 27276.2936 3 159109.9524 3720.4479 4 159109.9524 0.0000 0 159109.9524 4it 0.00s (initial population) Initial clusters = [ 291, 131, 260, ] 1 207252.6904 Inf 2 165324.8568 41927.8336 3 162017.0684 3307.7884 4 162017.0684 0.0000 0 162017.0684 4it 0.00s (initial population) Initial clusters = [ 66, 106, 73, ] 1 297383.9035 Inf 2 150068.0948 147315.8087 3 150068.0948 0.0000 0 150068.0948 3it 0.00s (initial population) Initial clusters = [ 153, 276, 20, ] 1 298990.0839 Inf 2 174568.8563 124421.2276 3 174568.8563 0.0000 0 174568.8563 3it 0.00s (initial population) Initial clusters = [ 110, 242, 27, ] 1 197821.6575 Inf 2 171415.4857 26406.1718 3 171415.4857 0.0000 0 171415.4857 3it 0.00s (initial population) Initial clusters = [ 198, 138, 116, ] 1 323167.4380 Inf 2 151911.4462 171255.9918 3 148420.7388 3490.7074 4 146641.2836 1779.4552 5 146641.2836 0.0000 0 146641.2836 5it 0.00s (initial population) Initial clusters = [ 92, 192, 4, ] 1 258856.9636 Inf 2 179057.4366 79799.5271 3 171710.5505 7346.8861 4 168655.1017 3055.4488 5 168655.1017 0.0000 0 168655.1017 5it 0.00s (initial population) Initial clusters = [ 48, 56, 57, ] 1 180739.5919 Inf 2 150942.1876 29797.4043 3 150942.1876 0.0000 0 150942.1876 3it 0.00s (initial population) Initial clusters = [ 75, 17, 163, ] 1 246555.3567 Inf 2 176237.1419 70318.2149 3 148952.3741 27284.7678 4 148952.3741 0.0000 0 148952.3741 4it 0.00s (initial population) Initial clusters = [ 246, 116, 15, ] 1 353711.2599 Inf 2 194234.7445 159476.5154 3 182045.2831 12189.4614 4 174423.5484 7621.7347 5 171215.6684 3207.8800 6 158352.0801 12863.5882 7 149661.7319 8690.3482 8 147865.0033 1796.7286 9 147865.0033 0.0000 0 147865.0033 9it 0.00s (initial population) Initial clusters = [ 225, 287, 203, ] 1 257919.4318 Inf 2 177627.2351 80292.1966 3 173655.1195 3972.1157 4 173655.1195 0.0000 0 173655.1195 4it 0.00s (initial population) Initial clusters = [ 295, 242, 265, ] 1 225895.8594 Inf 2 149854.2978 76041.5616 3 148590.7802 1263.5176 4 148590.7802 0.0000 0 148590.7802 4it 0.00s (initial population) Initial clusters = [ 97, 252, 178, ] 1 240771.4933 Inf 2 148077.4260 92694.0673 3 146976.6989 1100.7271 4 146976.6989 0.0000 0 146976.6989 4it 0.00s (initial population) Initial clusters = [ 91, 147, 275, ] 1 202792.0453 Inf 2 158033.5413 44758.5040 3 155727.0962 2306.4451 4 155479.6633 247.4328 5 155479.6633 0.0000 0 155479.6633 5it 0.00s (initial population) Initial clusters = [ 67, 272, 132, ] 1 196402.7606 Inf 2 173740.9505 22661.8101 3 157653.4236 16087.5269 4 149771.4059 7882.0177 5 146811.0744 2960.3314 6 146811.0744 0.0000 0 146811.0744 6it 0.00s (initial population) Initial clusters = [ 167, 171, 254, ] 1 239238.3935 Inf 2 174039.4911 65198.9025 3 174039.4911 0.0000 0 174039.4911 3it 0.00s (initial population) Initial clusters = [ 88, 67, 234, ] 1 259793.6222 Inf 2 183559.1209 76234.5013 3 178333.4251 5225.6958 4 178333.4251 0.0000 0 178333.4251 4it 0.00s (initial population) Initial clusters = [ 242, 164, 76, ] 1 263281.2048 Inf 2 162229.1159 101052.0889 3 152164.0734 10065.0424 4 152164.0734 0.0000 0 152164.0734 4it 0.00s (initial population) Initial clusters = [ 226, 132, 97, ] 1 188405.7371 Inf 2 164573.3842 23832.3529 3 146976.6989 17596.6853 4 146976.6989 0.0000 0 146976.6989 4it 0.00s (initial population) Initial clusters = [ 84, 133, 118, ] 1 231133.5552 Inf 2 163225.8378 67907.7174 3 158980.6890 4245.1489 4 158980.6890 0.0000 0 158980.6890 4it 0.00s (initial population) Initial clusters = [ 218, 137, 285, ] 1 246955.0107 Inf 2 166939.4834 80015.5273 3 159373.6657 7565.8177 4 157653.4236 1720.2421 5 149771.4059 7882.0177 6 146811.0744 2960.3314 7 146811.0744 0.0000 0 146811.0744 7it 0.00s (initial population) Initial clusters = [ 13, 58, 166, ] 1 248024.3569 Inf 2 152164.0734 95860.2835 3 152164.0734 0.0000 0 152164.0734 3it 0.00s (initial population) Initial clusters = [ 153, 292, 64, ] 1 218571.7298 Inf 2 176111.0614 42460.6685 3 176111.0614 0.0000 0 176111.0614 3it 0.00s (initial population) Initial clusters = [ 129, 133, 168, ] 1 227452.2567 Inf 2 178789.1622 48663.0945 3 171547.2806 7241.8816 4 162017.0684 9530.2122 5 162017.0684 0.0000 0 162017.0684 5it 0.00s (initial population) Initial clusters = [ 194, 41, 57, ] 1 231551.9983 Inf 2 171504.0235 60047.9748 3 171504.0235 0.0000 0 171504.0235 3it 0.00s (initial population) Initial clusters = [ 214, 153, 212, ] 1 210817.8336 Inf 2 172134.5206 38683.3131 3 160764.9961 11369.5244 4 160764.9961 0.0000 0 160764.9961 4it 0.00s (initial population) Initial clusters = [ 43, 206, 51, ] 1 223662.0221 Inf 2 160741.4615 62920.5606 3 160741.4615 0.0000 0 160741.4615 3it 0.00s (initial population) Initial clusters = [ 46, 250, 157, ] 1 222311.4890 Inf 2 190957.7851 31353.7039 3 175369.1110 15588.6741 4 174562.9389 806.1721 5 174562.9389 0.0000 0 174562.9389 5it 0.00s (initial population) Initial clusters = [ 192, 105, 15, ] 1 223679.2876 Inf 2 173940.4661 49738.8215 3 173940.4661 0.0000 0 173940.4661 3it 0.00s (initial population) Initial clusters = [ 289, 197, 227, ] 1 214374.3846 Inf 2 153359.2385 61015.1461 3 150007.6991 3351.5394 4 150007.6991 0.0000 0 150007.6991 4it 0.00s (initial population) Initial clusters = [ 180, 54, 160, ] 1 224966.1685 Inf 2 191153.5033 33812.6652 3 185914.6576 5238.8457 4 179250.1017 6664.5559 5 179250.1017 0.0000 0 179250.1017 5it 0.00s (initial population) Initial clusters = [ 115, 177, 87, ] 1 256179.1081 Inf 2 152499.4318 103679.6763 3 152499.4318 0.0000 0 152499.4318 3it 0.00s (initial population) Initial clusters = [ 155, 258, 150, ] 1 222224.2286 Inf 2 162749.2412 59474.9874 3 160741.4615 2007.7797 4 160741.4615 0.0000 0 160741.4615 4it 0.00s (initial population) Initial clusters = [ 292, 56, 144, ] 1 253331.2202 Inf 2 163200.0864 90131.1338 3 159942.2067 3257.8796 4 159942.2067 0.0000 0 159942.2067 4it 0.00s (initial population) 1 224565.7464 Inf 2 178921.2667 45644.4797 3 159544.8395 19376.4272 4 150068.0948 9476.7448 5 150068.0948 0.0000 1 0 150068.0948 5it 0.00s 1 187031.5365 Inf 2 153512.4586 33519.0779 3 147261.4565 6251.0020 4 146979.7756 281.6810 5 146979.7756 0.0000 2 0 146979.7756 5it 0.00s 1 189973.1027 Inf 2 172947.1590 17025.9437 3 165324.8568 7622.3022 4 162017.0684 3307.7884 5 162017.0684 0.0000 3 1 162017.0684 5it 0.00s 1 192268.4274 Inf 2 175207.1345 17061.2929 3 175207.1345 0.0000 4 2 175207.1345 3it 0.00s 1 183378.5071 Inf 2 163771.4867 19607.0204 3 151427.6772 12343.8095 4 146976.6989 4450.9783 5 146976.6989 0.0000 5 3 146976.6989 5it 0.00s 1 204068.1165 Inf 2 164566.7297 39501.3867 3 156891.5166 7675.2132 4 156060.6823 830.8343 5 156060.6823 0.0000 6 4 156060.6823 5it 0.00s 1 189030.9910 Inf 2 159787.1557 29243.8352 3 147261.4565 12525.6992 4 146979.7756 281.6810 5 146979.7756 0.0000 7 5 146979.7756 5it 0.00s 1 197826.5780 Inf 2 184355.9264 13470.6515 3 183524.3114 831.6150 4 183056.3908 467.9206 5 182828.2817 228.1091 6 182828.2817 0.0000 8 6 182828.2817 6it 0.00s 1 182518.7715 Inf 2 150343.3225 32175.4490 3 147546.6040 2796.7185 4 146976.6989 569.9051 5 146976.6989 0.0000 9 7 146976.6989 5it 0.00s 1 187973.7666 Inf 2 161823.2962 26150.4704 3 158057.2635 3766.0327 4 151932.3003 6124.9632 5 150691.7044 1240.5959 6 150691.7044 0.0000 10 8 150691.7044 6it 0.00s 1 152082.8918 Inf 2 148273.6449 3809.2469 3 147865.0033 408.6417 4 147865.0033 0.0000 11 9 147865.0033 4it 0.00s 1 236040.4470 Inf 2 176917.7538 59122.6932 3 176917.7538 0.0000 12 10 176917.7538 3it 0.00s 1 182634.5060 Inf 2 179652.3705 2982.1354 3 179652.3705 0.0000 13 11 179652.3705 3it 0.00s 1 181644.1597 Inf 2 181644.1597 0.0000 14 12 181644.1597 2it 0.00s 1 204982.1250 Inf 2 166040.3097 38941.8153 3 147546.6040 18493.7057 4 146976.6989 569.9051 5 146976.6989 0.0000 15 13 146976.6989 5it 0.00s 1 178922.1009 Inf 2 146979.7756 31942.3254 3 146979.7756 0.0000 16 14 146979.7756 3it 0.00s 1 198025.4132 Inf 2 155353.3959 42672.0173 3 150942.1876 4411.2083 4 150942.1876 0.0000 17 15 150942.1876 4it 0.00s Initial clusters = [ 84, 179, 117, ] 1 -431.9556 Inf 0.00s 2 -19.2994 412.6563 0.00s 3 -19.2437 0.0557 0.00s 4 -19.2018 0.0419 0.00s 5 -19.1565 0.0453 0.00s 6 -19.0974 0.0590 0.00s 7 -19.0106 0.0868 0.00s 8 -18.9107 0.1000 0.00s 9 -18.8247 0.0859 0.00s 10 -18.7529 0.0718 0.00s 11 -18.7060 0.0469 0.00s 12 -18.6908 0.0151 0.00s 13 -18.6825 0.0084 0.00s 14 -18.6763 0.0062 0.00s 15 -18.6708 0.0055 0.00s 16 -18.6664 0.0044 0.00s 17 -18.6638 0.0026 0.00s 18 -18.6615 0.0023 0.00s 19 -18.6585 0.0030 0.00s 20 -18.6534 0.0052 0.00s 21 -18.6453 0.0080 0.00s 22 -18.6358 0.0095 0.00s 23 -18.6234 0.0125 0.00s 24 -18.6084 0.0149 0.00s 25 -18.5912 0.0172 0.00s 26 -18.5764 0.0148 0.00s 27 -18.5717 0.0047 0.00s 28 -18.5701 0.0016 0.00s 29 -18.5692 0.0009 0.00s Initial clusters = [ 84, 179, 117, ] 1 -431.9556 Inf 0.00s 2 -19.2994 412.6563 0.00s 3 -19.2437 0.0557 0.00s 4 -19.2018 0.0419 0.00s 5 -19.1565 0.0453 0.00s 6 -19.0974 0.0590 0.00s 7 -19.0106 0.0868 0.00s 8 -18.9107 0.1000 0.00s 9 -18.8247 0.0859 0.00s 10 -18.7529 0.0718 0.00s 11 -18.7060 0.0469 0.00s 12 -18.6908 0.0151 0.00s 13 -18.6825 0.0084 0.00s 14 -18.6763 0.0062 0.01s 15 -18.6708 0.0055 0.00s 16 -18.6664 0.0044 0.00s 17 -18.6638 0.0026 0.00s 18 -18.6615 0.0023 0.00s 19 -18.6585 0.0030 0.00s 20 -18.6534 0.0052 0.00s 21 -18.6453 0.0080 0.00s 22 -18.6358 0.0095 0.00s 23 -18.6234 0.0125 0.00s 24 -18.6084 0.0149 0.00s 25 -18.5912 0.0172 0.00s 26 -18.5764 0.0148 0.00s 27 -18.5717 0.0047 0.00s 28 -18.5701 0.0016 0.00s 29 -18.5692 0.0009 0.00s Initial clusters = [ 142, 233, 161, ] 1 -450.8234 Inf 0.00s 2 -19.2447 431.5788 0.00s 3 -19.2230 0.0217 0.00s 4 -19.2149 0.0081 0.00s 5 -19.2070 0.0078 0.00s 6 -19.1931 0.0140 0.00s 7 -19.1559 0.0372 0.00s 8 -19.1176 0.0384 0.00s 9 -19.0805 0.0371 0.00s 10 -19.0467 0.0338 0.00s 11 -19.0217 0.0250 0.00s 12 -18.9984 0.0233 0.00s 13 -18.9756 0.0228 0.00s 14 -18.9530 0.0227 0.00s 15 -18.9300 0.0229 0.00s 16 -18.9175 0.0126 0.00s 17 -18.9101 0.0074 0.00s 18 -18.9020 0.0081 0.00s 19 -18.8921 0.0099 0.00s 20 -18.8819 0.0102 0.00s 21 -18.8710 0.0109 0.00s 22 -18.8533 0.0177 0.00s 23 -18.8211 0.0322 0.00s 24 -18.7808 0.0403 0.00s 25 -18.7382 0.0426 0.00s 26 -18.7044 0.0338 0.00s 27 -18.6923 0.0121 0.00s 28 -18.6827 0.0096 0.00s 29 -18.6727 0.0100 0.00s 30 -18.6657 0.0070 0.00s 31 -18.6615 0.0041 0.00s 32 -18.6593 0.0022 0.00s 33 -18.6584 0.0010 0.00s Initial clusters = [ 281, 115, 274, ] 1 -384.1450 Inf 0.00s 2 -19.1224 365.0226 0.00s 3 -19.1048 0.0177 0.00s 4 -19.0975 0.0072 0.00s 5 -19.0897 0.0078 0.00s 6 -19.0844 0.0053 0.00s 7 -19.0772 0.0072 0.00s 8 -19.0549 0.0222 0.00s 9 -19.0054 0.0495 0.00s 10 -18.9549 0.0505 0.00s 11 -18.9107 0.0442 0.00s 12 -18.8654 0.0453 0.00s 13 -18.8148 0.0506 0.00s 14 -18.7655 0.0493 0.00s 15 -18.7418 0.0236 0.00s 16 -18.7297 0.0121 0.00s 17 -18.7198 0.0100 0.00s 18 -18.7108 0.0090 0.00s 19 -18.7055 0.0053 0.00s 20 -18.7027 0.0028 0.00s 21 -18.7013 0.0013 0.00s 22 -18.7007 0.0006 0.00s Initial clusters = [ 49, 253, 81, ] 1 -300.8292 Inf 0.00s 2 -19.2663 281.5629 0.00s 3 -19.1268 0.1395 0.00s 4 -18.9888 0.1380 0.00s 5 -18.8324 0.1565 0.00s 6 -18.7398 0.0925 0.00s 7 -18.7203 0.0195 0.00s 8 -18.7124 0.0079 0.00s 9 -18.7066 0.0058 0.00s 10 -18.7021 0.0045 0.00s 11 -18.6989 0.0032 0.00s 12 -18.6966 0.0024 0.00s 13 -18.6947 0.0019 0.00s 14 -18.6931 0.0015 0.00s 15 -18.6918 0.0013 0.00s 16 -18.6907 0.0011 0.00s 17 -18.6897 0.0010 0.00s Initial clusters = [ 277, 45, 80, ] 1 -399.4921 Inf 0.00s 2 -19.2051 380.2869 0.00s 3 -18.9983 0.2069 0.00s 4 -18.8400 0.1583 0.00s 5 -18.7113 0.1286 0.00s 6 -18.6215 0.0899 0.00s 7 -18.5816 0.0398 0.00s 8 -18.5711 0.0106 0.00s 9 -18.5687 0.0024 0.00s 10 -18.5681 0.0006 0.00s Initial clusters = [ 157, 83, 235, ] 1 -421.7079 Inf 0.00s 2 -19.1298 402.5781 0.00s 3 -19.0619 0.0679 0.00s 4 -18.9710 0.0909 0.00s 5 -18.8416 0.1294 0.00s 6 -18.7040 0.1376 0.00s 7 -18.6106 0.0934 0.00s 8 -18.5776 0.0330 0.00s 9 -18.5707 0.0069 0.00s 10 -18.5685 0.0022 0.00s 11 -18.5677 0.0008 0.00s Initial clusters = [ 264, 26, 68, ] 1 -460.8601 Inf 0.00s 2 -19.3786 441.4816 0.00s 3 -19.3193 0.0592 0.00s 4 -19.2789 0.0404 0.00s 5 -19.2428 0.0360 0.00s 6 -19.2033 0.0395 0.00s 7 -19.1536 0.0497 0.00s 8 -19.0814 0.0723 0.00s 9 -18.9829 0.0984 0.00s 10 -18.8672 0.1157 0.00s 11 -18.7557 0.1115 0.00s 12 -18.6711 0.0846 0.00s 13 -18.6117 0.0594 0.00s 14 -18.5840 0.0277 0.00s 15 -18.5755 0.0085 0.00s 16 -18.5725 0.0029 0.00s 17 -18.5713 0.0013 0.00s 18 -18.5706 0.0006 0.00s Initial clusters = [ 59, 123, 233, ] 1 -505.1671 Inf 0.00s 2 -19.0687 486.0984 0.00s 3 -18.8771 0.1916 0.00s 4 -18.7021 0.1750 0.00s 5 -18.5920 0.1101 0.00s 6 -18.5694 0.0226 0.00s 7 -18.5685 0.0009 0.00s Initial clusters = [ 289, 215, 4, ] 1 -441.5875 Inf 0.00s 2 -19.3197 422.2678 0.00s 3 -19.2501 0.0696 0.00s 4 -19.2250 0.0251 0.00s 5 -19.2082 0.0168 0.00s 6 -19.1869 0.0213 0.00s 7 -19.1568 0.0301 0.00s 8 -19.1301 0.0266 0.00s 9 -19.1005 0.0297 0.00s 10 -19.0602 0.0403 0.00s 11 -18.9816 0.0786 0.00s 12 -18.8625 0.1191 0.00s 13 -18.7516 0.1109 0.00s 14 -18.6743 0.0774 0.00s 15 -18.6462 0.0280 0.00s 16 -18.6341 0.0121 0.00s 17 -18.6272 0.0069 0.00s 18 -18.6211 0.0060 0.00s 19 -18.6113 0.0098 0.00s 20 -18.5941 0.0172 0.00s 21 -18.5793 0.0148 0.00s 22 -18.5719 0.0074 0.00s 23 -18.5692 0.0028 0.00s 24 -18.5680 0.0011 0.00s 25 -18.5675 0.0005 0.00s Initial clusters = [ 269, 65, 262, ] 1 -537.3009 Inf 0.00s 2 -19.0791 518.2217 0.00s 3 -18.9989 0.0803 0.00s 4 -18.9492 0.0496 0.00s 5 -18.8991 0.0501 0.00s 6 -18.8330 0.0661 0.00s 7 -18.7658 0.0672 0.00s 8 -18.7380 0.0279 0.00s 9 -18.7196 0.0184 0.00s 10 -18.7058 0.0138 0.00s 11 -18.6970 0.0087 0.00s 12 -18.6907 0.0064 0.00s 13 -18.6856 0.0051 0.00s 14 -18.6815 0.0041 0.00s 15 -18.6783 0.0033 0.00s 16 -18.6748 0.0034 0.00s 17 -18.6702 0.0046 0.00s 18 -18.6645 0.0058 0.00s 19 -18.6585 0.0059 0.00s 20 -18.6497 0.0088 0.00s 21 -18.6329 0.0168 0.00s 22 -18.6209 0.0120 0.00s 23 -18.6139 0.0070 0.00s 24 -18.6092 0.0047 0.00s 25 -18.6051 0.0041 0.00s 26 -18.6000 0.0051 0.00s 27 -18.5894 0.0106 0.00s 28 -18.5772 0.0122 0.00s 29 -18.5710 0.0062 0.00s 30 -18.5685 0.0024 0.00s 31 -18.5678 0.0008 0.00s Initial clusters = [ 285, 39, 163, ] 1 -317.7257 Inf 0.00s 2 -19.1836 298.5422 0.00s 3 -19.0113 0.1722 0.00s 4 -18.9133 0.0981 0.00s 5 -18.8308 0.0824 0.00s 6 -18.7510 0.0798 0.00s 7 -18.6570 0.0940 0.00s 8 -18.6075 0.0495 0.00s 9 -18.5854 0.0221 0.00s 10 -18.5761 0.0093 0.00s 11 -18.5718 0.0043 0.00s 12 -18.5700 0.0018 0.00s 13 -18.5694 0.0007 0.00s Initial clusters = [ 99, 103, 220, ] 1 -371.5106 Inf 0.00s 2 -19.3482 352.1624 0.00s 3 -19.3222 0.0260 0.00s 4 -19.3082 0.0139 0.00s 5 -19.2915 0.0168 0.00s 6 -19.2699 0.0215 0.00s 7 -19.2462 0.0238 0.00s 8 -19.2232 0.0229 0.00s 9 -19.2050 0.0182 0.00s 10 -19.1887 0.0163 0.00s 11 -19.1640 0.0247 0.00s 12 -19.1359 0.0281 0.00s 13 -19.1163 0.0196 0.00s 14 -19.1023 0.0140 0.00s 15 -19.0935 0.0087 0.00s 16 -19.0871 0.0064 0.00s 17 -19.0816 0.0055 0.00s 18 -19.0775 0.0041 0.00s 19 -19.0745 0.0030 0.00s 20 -19.0712 0.0033 0.00s 21 -19.0662 0.0051 0.00s 22 -19.0520 0.0142 0.00s 23 -19.0022 0.0497 0.00s 24 -18.9130 0.0892 0.00s 25 -18.7598 0.1532 0.01s 26 -18.6838 0.0760 0.00s 27 -18.6588 0.0250 0.00s 28 -18.6266 0.0322 0.00s 29 -18.5936 0.0330 0.00s 30 -18.5800 0.0136 0.00s 31 -18.5738 0.0063 0.00s 32 -18.5718 0.0020 0.00s 33 -18.5709 0.0009 0.00s Initial clusters = [ 106, 255, 147, ] 1 -387.8624 Inf 0.00s 2 -18.9599 368.9024 0.00s 3 -18.7881 0.1719 0.00s 4 -18.6434 0.1447 0.00s 5 -18.5937 0.0497 0.00s 6 -18.5796 0.0141 0.00s 7 -18.5739 0.0056 0.00s 8 -18.5711 0.0028 0.00s 9 -18.5697 0.0014 0.00s 10 -18.5689 0.0008 0.00s Initial clusters = [ 184, 91, 1, ] 1 -458.7382 Inf 0.00s 2 -19.2818 439.4564 0.00s 3 -19.1435 0.1383 0.00s 4 -19.0301 0.1134 0.00s 5 -18.9548 0.0753 0.00s 6 -18.8888 0.0660 0.00s 7 -18.8168 0.0720 0.00s 8 -18.7716 0.0452 0.00s 9 -18.7529 0.0187 0.00s 10 -18.7404 0.0125 0.00s 11 -18.7324 0.0080 0.00s 12 -18.7276 0.0048 0.00s 13 -18.7243 0.0033 0.00s 14 -18.7209 0.0033 0.00s 15 -18.7173 0.0036 0.00s 16 -18.7135 0.0038 0.00s 17 -18.7095 0.0041 0.00s 18 -18.7064 0.0030 0.00s 19 -18.7056 0.0008 0.00s Initial clusters = [ 290, 7, 217, ] 1 -455.6394 Inf 0.00s 2 -19.3287 436.3107 0.00s 3 -19.2516 0.0771 0.00s 4 -19.1719 0.0797 0.00s 5 -19.0771 0.0948 0.00s 6 -18.9706 0.1065 0.00s 7 -18.8753 0.0953 0.00s 8 -18.8119 0.0634 0.00s 9 -18.7697 0.0422 0.00s 10 -18.7495 0.0202 0.00s 11 -18.7381 0.0115 0.00s 12 -18.7300 0.0081 0.00s 13 -18.7258 0.0042 0.00s 14 -18.7238 0.0020 0.00s 15 -18.7225 0.0013 0.00s 16 -18.7214 0.0012 0.00s 17 -18.7196 0.0017 0.00s 18 -18.7146 0.0050 0.00s 19 -18.7068 0.0078 0.00s 20 -18.7019 0.0049 0.00s 21 -18.6965 0.0054 0.00s 22 -18.6901 0.0064 0.00s 23 -18.6834 0.0067 0.00s 24 -18.6757 0.0078 0.00s 25 -18.6629 0.0127 0.00s 26 -18.6442 0.0188 0.00s 27 -18.6292 0.0150 0.00s 28 -18.6146 0.0146 0.00s 29 -18.5962 0.0184 0.00s 30 -18.5798 0.0164 0.00s 31 -18.5717 0.0081 0.00s 32 -18.5694 0.0024 0.00s 33 -18.5686 0.0008 0.00s Initial clusters = [ 249, 93, 149, ] 1 -352.3483 Inf 0.00s 2 -19.3878 332.9604 0.00s 3 -19.3573 0.0305 0.00s 4 -19.3387 0.0186 0.00s 5 -19.3163 0.0224 0.00s 6 -19.2869 0.0294 0.00s 7 -19.2460 0.0409 0.00s 8 -19.1717 0.0742 0.00s 9 -19.0678 0.1039 0.00s 10 -18.9852 0.0826 0.00s 11 -18.9293 0.0559 0.00s 12 -18.8839 0.0454 0.00s 13 -18.8409 0.0430 0.00s 14 -18.7992 0.0417 0.00s 15 -18.7538 0.0454 0.00s 16 -18.6829 0.0709 0.00s 17 -18.6150 0.0679 0.00s 18 -18.5876 0.0274 0.00s 19 -18.5758 0.0118 0.00s 20 -18.5704 0.0054 0.00s 21 -18.5682 0.0022 0.00s 22 -18.5674 0.0008 0.00s Initial clusters = [ 71, 35, 27, ] 1 -322.5374 Inf 0.00s 2 -19.1552 303.3821 0.00s 3 -18.9859 0.1694 0.00s 4 -18.8544 0.1315 0.00s 5 -18.7506 0.1038 0.00s 6 -18.6913 0.0593 0.00s 7 -18.6574 0.0338 0.00s 8 -18.6301 0.0274 0.00s 9 -18.6058 0.0242 0.00s 10 -18.5844 0.0215 0.00s 11 -18.5726 0.0117 0.00s 12 -18.5701 0.0026 0.00s 13 -18.5691 0.0009 0.00s Initial clusters = [ 291, 131, 260, ] 1 -351.1127 Inf 0.00s 2 -19.0484 332.0644 0.00s 3 -18.9364 0.1120 0.00s 4 -18.8704 0.0660 0.00s 5 -18.8057 0.0647 0.00s 6 -18.7553 0.0505 0.00s 7 -18.7485 0.0068 0.00s 8 -18.7470 0.0015 0.00s 9 -18.7461 0.0009 0.00s Initial clusters = [ 66, 106, 73, ] 1 -501.3309 Inf 0.00s 2 -19.0583 482.2726 0.00s 3 -18.9007 0.1576 0.00s 4 -18.7790 0.1217 0.00s 5 -18.6862 0.0928 0.00s 6 -18.6042 0.0820 0.00s 7 -18.5783 0.0259 0.00s 8 -18.5728 0.0055 0.00s 9 -18.5707 0.0021 0.00s 10 -18.5700 0.0007 0.00s Initial clusters = [ 153, 276, 20, ] 1 -504.0082 Inf 0.00s 2 -19.3524 484.6559 0.00s 3 -19.2921 0.0603 0.00s 4 -19.2627 0.0294 0.00s 5 -19.2386 0.0241 0.00s 6 -19.2155 0.0230 0.00s 7 -19.1817 0.0338 0.00s 8 -19.1169 0.0648 0.00s 9 -19.0357 0.0812 0.00s 10 -18.9606 0.0750 0.00s 11 -18.8807 0.0800 0.00s 12 -18.7893 0.0914 0.00s 13 -18.6778 0.1114 0.00s 14 -18.5965 0.0813 0.00s 15 -18.5694 0.0271 0.00s 16 -18.5675 0.0019 0.00s 17 -18.5671 0.0004 0.00s Initial clusters = [ 110, 242, 27, ] 1 -335.3928 Inf 0.00s 2 -19.2607 316.1321 0.00s 3 -19.1593 0.1014 0.00s 4 -19.0798 0.0794 0.00s 5 -18.9987 0.0812 0.00s 6 -18.9265 0.0721 0.00s 7 -18.8575 0.0690 0.00s 8 -18.7770 0.0805 0.00s 9 -18.6562 0.1208 0.00s 10 -18.6034 0.0528 0.00s 11 -18.5865 0.0170 0.00s 12 -18.5771 0.0094 0.00s 13 -18.5718 0.0052 0.00s 14 -18.5693 0.0025 0.00s 15 -18.5683 0.0010 0.00s 16 -18.5680 0.0004 0.00s Initial clusters = [ 198, 138, 116, ] 1 -544.3056 Inf 0.00s 2 -19.1385 525.1671 0.00s 3 -18.9453 0.1932 0.00s 4 -18.7802 0.1651 0.00s 5 -18.6794 0.1008 0.00s 6 -18.6447 0.0347 0.00s 7 -18.6369 0.0078 0.00s 8 -18.6297 0.0071 0.00s 9 -18.6202 0.0095 0.00s 10 -18.6125 0.0077 0.00s 11 -18.6054 0.0071 0.00s 12 -18.5970 0.0084 0.00s 13 -18.5855 0.0115 0.00s 14 -18.5763 0.0093 0.00s 15 -18.5722 0.0041 0.00s 16 -18.5704 0.0018 0.00s 17 -18.5695 0.0009 0.00s Initial clusters = [ 92, 192, 4, ] 1 -437.1215 Inf 0.00s 2 -18.9065 418.2150 0.48s 3 -18.7287 0.1778 0.00s 4 -18.6732 0.0555 0.00s 5 -18.6235 0.0497 0.00s 6 -18.5627 0.0608 0.00s 7 -18.5199 0.0428 0.00s 8 -18.5056 0.0143 0.00s 9 -18.4944 0.0112 0.00s 10 -18.4850 0.0094 0.00s 11 -18.4798 0.0052 0.00s 12 -18.4770 0.0028 0.00s 13 -18.4757 0.0014 0.00s 14 -18.4751 0.0006 0.00s Initial clusters = [ 48, 56, 57, ] 1 -306.9229 Inf 0.00s 2 -18.9184 288.0045 0.00s 3 -18.6984 0.2200 0.00s 4 -18.6069 0.0916 0.00s 5 -18.5847 0.0222 0.00s 6 -18.5748 0.0100 0.00s 7 -18.5712 0.0036 0.00s 8 -18.5702 0.0010 0.00s 9 -18.5698 0.0004 0.00s Initial clusters = [ 75, 17, 163, ] 1 -416.6153 Inf 0.00s 2 -19.3831 397.2322 0.00s 3 -19.3226 0.0605 0.00s 4 -19.2899 0.0327 0.00s 5 -19.2459 0.0440 0.00s 6 -19.1709 0.0750 0.00s 7 -19.0676 0.1033 0.00s 8 -18.9469 0.1207 0.00s 9 -18.8340 0.1130 0.00s 10 -18.7507 0.0833 0.00s 11 -18.6791 0.0716 0.00s 12 -18.6313 0.0478 0.00s 13 -18.6068 0.0245 0.00s 14 -18.5883 0.0185 0.00s 15 -18.5781 0.0102 0.00s 16 -18.5737 0.0044 0.00s 17 -18.5719 0.0019 0.00s 18 -18.5710 0.0009 0.00s Initial clusters = [ 246, 116, 15, ] 1 -595.2121 Inf 0.00s 2 -19.2881 575.9240 0.00s 3 -19.2123 0.0758 0.00s 4 -19.0853 0.1270 0.00s 5 -18.9263 0.1590 0.00s 6 -18.8196 0.1067 0.00s 7 -18.7513 0.0683 0.00s 8 -18.7146 0.0367 0.00s 9 -18.6925 0.0221 0.00s 10 -18.6895 0.0031 0.00s 11 -18.6892 0.0003 0.00s Initial clusters = [ 225, 287, 203, ] 1 -435.5567 Inf 0.00s 2 -19.3331 416.2236 0.00s 3 -19.2731 0.0600 0.00s 4 -19.2455 0.0276 0.00s 5 -19.2242 0.0213 0.00s 6 -19.2053 0.0190 0.00s 7 -19.1867 0.0186 0.01s 8 -19.1658 0.0209 0.00s 9 -19.1347 0.0311 0.00s 10 -19.0753 0.0594 0.00s 11 -18.9848 0.0905 0.00s 12 -18.8787 0.1061 0.00s 13 -18.7713 0.1075 0.00s 14 -18.6763 0.0949 0.00s 15 -18.5952 0.0811 0.00s 16 -18.5712 0.0240 0.00s 17 -18.5686 0.0027 0.00s 18 -18.5679 0.0007 0.00s Initial clusters = [ 295, 242, 265, ] 1 -382.1850 Inf 0.00s 2 -19.2416 362.9434 0.00s 3 -19.0641 0.1775 0.00s 4 -18.9354 0.1287 0.00s 5 -18.8546 0.0807 0.00s 6 -18.7847 0.0699 0.00s 7 -18.7256 0.0591 0.00s 8 -18.6668 0.0588 0.00s 9 -18.6075 0.0593 0.00s 10 -18.5880 0.0195 0.00s 11 -18.5780 0.0101 0.00s 12 -18.5729 0.0051 0.00s 13 -18.5705 0.0023 0.00s 14 -18.5695 0.0011 0.00s 15 -18.5689 0.0006 0.00s Initial clusters = [ 97, 252, 178, ] 1 -406.9790 Inf 0.00s 2 -19.0994 387.8796 0.00s 3 -18.9304 0.1690 0.00s 4 -18.7651 0.1653 0.00s 5 -18.6510 0.1141 0.00s 6 -18.6235 0.0275 0.00s 7 -18.6153 0.0082 0.00s 8 -18.6080 0.0073 0.00s 9 -18.6003 0.0077 0.00s 10 -18.5902 0.0101 0.00s 11 -18.5789 0.0113 0.00s 12 -18.5731 0.0058 0.00s 13 -18.5708 0.0023 0.00s 14 -18.5697 0.0011 0.00s 15 -18.5691 0.0006 0.00s Initial clusters = [ 91, 147, 275, ] 1 -343.6759 Inf 0.00s 2 -19.1053 324.5706 0.00s 3 -19.0023 0.1030 0.00s 4 -18.9146 0.0877 0.00s 5 -18.8015 0.1132 0.00s 6 -18.6879 0.1136 0.00s 7 -18.6260 0.0619 0.00s 8 -18.6026 0.0234 0.00s 9 -18.5882 0.0144 0.00s 10 -18.5759 0.0123 0.00s 11 -18.5697 0.0061 0.00s 12 -18.5675 0.0022 0.00s 13 -18.5669 0.0007 0.00s Initial clusters = [ 67, 272, 132, ] 1 -333.0310 Inf 0.00s 2 -19.2464 313.7846 0.00s 3 -19.1429 0.1034 0.00s 4 -19.0613 0.0816 0.00s 5 -19.0062 0.0551 0.00s 6 -18.9440 0.0622 0.00s 7 -18.8577 0.0863 0.00s 8 -18.7763 0.0814 0.00s 9 -18.7252 0.0512 0.00s 10 -18.7003 0.0249 0.00s 11 -18.6788 0.0215 0.00s 12 -18.6533 0.0255 0.00s 13 -18.6273 0.0260 0.00s 14 -18.6011 0.0262 0.00s 15 -18.5829 0.0182 0.00s 16 -18.5734 0.0094 0.00s 17 -18.5695 0.0039 0.00s 18 -18.5681 0.0015 0.00s 19 -18.5675 0.0006 0.00s Initial clusters = [ 84, 179, 117, ] 1 -431.9556 Inf 0.00s 2 -19.2994 412.6563 0.00s 3 -19.2437 0.0557 0.00s 4 -19.2018 0.0419 0.00s 5 -19.1565 0.0453 0.00s 6 -19.0974 0.0590 0.00s 7 -19.0106 0.0868 0.00s 8 -18.9107 0.1000 0.00s 9 -18.8247 0.0859 0.00s 10 -18.7529 0.0718 0.00s 11 -18.7060 0.0469 0.00s 12 -18.6908 0.0151 0.00s 13 -18.6825 0.0084 0.00s 14 -18.6763 0.0062 0.00s 15 -18.6708 0.0055 0.00s 16 -18.6664 0.0044 0.00s 17 -18.6638 0.0026 0.00s 18 -18.6615 0.0023 0.00s 19 -18.6585 0.0030 0.00s 20 -18.6534 0.0052 0.00s 21 -18.6453 0.0080 0.00s 22 -18.6358 0.0095 0.00s 23 -18.6234 0.0125 0.00s 24 -18.6084 0.0149 0.00s 25 -18.5912 0.0172 0.00s 26 -18.5764 0.0148 0.00s 27 -18.5717 0.0047 0.00s 28 -18.5701 0.0016 0.00s 29 -18.5692 0.0009 0.00s 0 0 -18.5692 29it 0.01s (initial solution) 1 -21.8274 Inf 0.00s 2 -18.7202 3.1072 0.00s 3 -18.6734 0.0468 0.00s 4 -18.6350 0.0384 0.00s 5 -18.6047 0.0303 0.00s 6 -18.5866 0.0181 0.00s 7 -18.5759 0.0107 0.01s 8 -18.5704 0.0055 0.00s 9 -18.5683 0.0021 0.00s 10 -18.5677 0.0006 0.00s 1 0 -18.5677 10it 0.01s (new best) 1 -18.9227 Inf 0.00s 2 -18.6174 0.3053 0.00s 3 -18.5839 0.0335 0.00s 4 -18.5725 0.0113 0.00s 5 -18.5694 0.0032 0.00s 6 -18.5686 0.0008 0.00s 2 0 -18.5686 6it 0.00s 1 -19.6391 Inf 0.00s 2 -18.7543 0.8849 0.00s 3 -18.7382 0.0160 0.00s 4 -18.7314 0.0069 0.00s 5 -18.7285 0.0029 0.00s 6 -18.7265 0.0020 0.00s 7 -18.7246 0.0019 0.00s 8 -18.7226 0.0020 0.00s 9 -18.7206 0.0020 0.00s 10 -18.7188 0.0019 0.00s 11 -18.7169 0.0019 0.00s 12 -18.7149 0.0020 0.00s 13 -18.7126 0.0023 0.00s 14 -18.7106 0.0020 0.00s 15 -18.7093 0.0013 0.00s 16 -18.7085 0.0008 0.00s 3 1 -18.7085 16it 0.00s 1 -19.1578 Inf 0.00s 2 -18.5923 0.5654 0.00s 3 -18.5756 0.0167 0.00s 4 -18.5707 0.0049 0.00s 5 -18.5688 0.0019 0.00s 6 -18.5678 0.0011 0.00s 7 -18.5673 0.0005 0.00s 4 2 -18.5673 7it 0.00s (new best) 1 -19.3216 Inf 0.00s 2 -18.5850 0.7366 0.00s 3 -18.5704 0.0146 0.00s 4 -18.5681 0.0023 0.00s 5 -18.5676 0.0004 0.00s 5 0 -18.5676 5it 0.00s 1 -19.5114 Inf 0.00s 2 -18.7570 0.7544 0.00s 3 -18.7345 0.0226 0.00s 4 -18.7248 0.0097 0.00s 5 -18.7186 0.0062 0.00s 6 -18.7118 0.0069 0.00s 7 -18.7045 0.0072 0.00s 8 -18.6995 0.0050 0.00s 9 -18.6961 0.0034 0.00s 10 -18.6939 0.0022 0.00s 11 -18.6925 0.0014 0.00s 12 -18.6915 0.0010 0.00s 6 1 -18.6915 12it 0.00s 1 -20.8734 Inf 0.00s 2 -18.7264 2.1471 0.00s 3 -18.7013 0.0251 0.00s 4 -18.6909 0.0104 0.00s 5 -18.6743 0.0166 0.00s 6 -18.6519 0.0224 0.00s 7 -18.6355 0.0164 0.00s 8 -18.6173 0.0182 0.00s 9 -18.5964 0.0209 0.00s 10 -18.5841 0.0122 0.00s 11 -18.5762 0.0079 0.00s 12 -18.5720 0.0043 0.00s 13 -18.5700 0.0020 0.00s 14 -18.5691 0.0009 0.00s 7 2 -18.5691 14it 0.00s 1 -20.1306 Inf 0.00s 2 -19.1687 0.9620 0.00s 3 -19.1078 0.0609 0.00s 4 -19.0306 0.0771 0.00s 5 -18.9342 0.0965 0.00s 6 -18.8305 0.1037 0.00s 7 -18.7295 0.1009 0.00s 8 -18.6336 0.0959 0.00s 9 -18.5863 0.0472 0.00s 10 -18.5698 0.0165 0.00s 11 -18.5673 0.0026 0.00s 12 -18.5668 0.0004 0.00s 8 3 -18.5668 12it 0.00s (new best) 1 -19.1890 Inf 0.00s 2 -18.5812 0.6079 0.00s 3 -18.5717 0.0095 0.00s 4 -18.5691 0.0026 0.00s 5 -18.5680 0.0011 0.00s 6 -18.5675 0.0005 0.00s 9 0 -18.5675 6it 0.00s 1 -20.0991 Inf 0.00s 2 -19.1641 0.9350 0.00s 3 -19.0923 0.0718 0.00s 4 -18.9757 0.1166 0.00s 5 -18.8151 0.1606 0.00s 6 -18.6583 0.1567 0.00s 7 -18.5842 0.0742 0.00s 8 -18.5686 0.0156 0.00s 9 -18.5670 0.0016 0.00s 10 -18.5667 0.0003 0.00s 10 1 -18.5667 10it 0.00s (new best) 1 -20.5170 Inf 0.00s 2 -18.6358 1.8812 0.00s 3 -18.6016 0.0342 0.00s 4 -18.5870 0.0146 0.00s 5 -18.5771 0.0099 0.00s 6 -18.5709 0.0062 0.00s 7 -18.5681 0.0029 0.00s 8 -18.5671 0.0010 0.00s 11 0 -18.5671 8it 0.00s 1 -19.8268 Inf 0.00s 2 -19.0755 0.7513 0.00s 3 -18.9493 0.1262 0.00s 4 -18.7590 0.1903 0.00s 5 -18.5978 0.1613 0.00s 6 -18.5724 0.0254 0.00s 7 -18.5682 0.0042 0.00s 8 -18.5673 0.0010 0.00s 12 1 -18.5673 8it 0.00s 1 -19.1787 Inf 0.00s 2 -18.7264 0.4522 0.00s 3 -18.6590 0.0675 0.00s 4 -18.6068 0.0522 0.00s 5 -18.5854 0.0213 0.00s 6 -18.5764 0.0090 0.00s 7 -18.5719 0.0045 0.00s 8 -18.5694 0.0025 0.00s 9 -18.5681 0.0013 0.00s 10 -18.5674 0.0007 0.00s 13 2 -18.5674 10it 0.00s 1 -20.1615 Inf 0.00s 2 -18.6479 1.5136 0.00s 3 -18.6141 0.0338 0.00s 4 -18.5927 0.0214 0.00s 5 -18.5766 0.0161 0.00s 6 -18.5703 0.0063 0.00s 7 -18.5680 0.0023 0.00s 8 -18.5673 0.0007 0.00s 14 3 -18.5673 8it 0.01s 1 -20.2196 Inf 0.00s 2 -19.2105 1.0091 0.00s 3 -19.1904 0.0201 0.00s 4 -19.1704 0.0200 0.00s 5 -19.1551 0.0153 0.00s 6 -19.1432 0.0118 0.00s 7 -19.1377 0.0056 0.00s 8 -19.1339 0.0038 0.00s 9 -19.1304 0.0036 0.00s 10 -19.1268 0.0035 0.00s 11 -19.1233 0.0036 0.00s 12 -19.1195 0.0038 0.00s 13 -19.1144 0.0050 0.00s 14 -19.1051 0.0093 0.00s 15 -19.0896 0.0156 0.00s 16 -19.0691 0.0205 0.00s 17 -19.0440 0.0251 0.00s 18 -19.0115 0.0326 0.00s 19 -18.9589 0.0526 0.00s 20 -18.8680 0.0908 0.00s 21 -18.7369 0.1311 0.00s 22 -18.6167 0.1202 0.00s 23 -18.5845 0.0321 0.00s 24 -18.5732 0.0113 0.00s 25 -18.5692 0.0040 0.00s 26 -18.5680 0.0012 0.00s 27 -18.5677 0.0004 0.00s 15 4 -18.5677 27it 0.01s 1 -19.4308 Inf 0.00s 2 -18.7593 0.6716 0.00s 3 -18.7401 0.0191 0.00s 4 -18.7293 0.0108 0.00s 5 -18.7211 0.0082 0.00s 6 -18.7143 0.0068 0.00s 7 -18.7094 0.0050 0.00s 8 -18.7058 0.0035 0.00s 9 -18.7033 0.0025 0.00s 10 -18.7013 0.0020 0.00s 11 -18.6996 0.0018 0.00s 12 -18.6971 0.0024 0.00s 13 -18.6920 0.0051 0.00s 14 -18.6859 0.0061 0.00s 15 -18.6820 0.0039 0.00s 16 -18.6774 0.0047 0.00s 17 -18.6697 0.0077 0.00s 18 -18.6619 0.0078 0.00s 19 -18.6554 0.0065 0.00s 20 -18.6502 0.0052 0.00s 21 -18.6463 0.0039 0.00s 22 -18.6423 0.0040 0.00s 23 -18.6375 0.0048 0.00s 24 -18.6317 0.0059 0.00s 25 -18.6216 0.0101 0.00s 26 -18.6072 0.0144 0.00s 27 -18.5900 0.0172 0.00s 28 -18.5763 0.0137 0.00s 29 -18.5706 0.0058 0.00s 30 -18.5686 0.0020 0.00s 31 -18.5677 0.0009 0.00s 16 5 -18.5677 31it 0.01s 1 -19.2359 Inf 0.00s 2 -18.7316 0.5043 0.00s 3 -18.7158 0.0159 0.00s 4 -18.6949 0.0209 0.00s 5 -18.6655 0.0294 0.00s 6 -18.6428 0.0227 0.00s 7 -18.6206 0.0222 0.00s 8 -18.6031 0.0176 0.00s 9 -18.5867 0.0164 0.00s 10 -18.5751 0.0115 0.00s 11 -18.5702 0.0049 0.00s 12 -18.5684 0.0018 0.00s 13 -18.5677 0.0007 0.00s 17 6 -18.5677 13it 0.00s 1 -19.9808 Inf 0.00s 2 -19.0743 0.9065 0.00s 3 -18.9311 0.1432 0.00s 4 -18.7441 0.1870 0.00s 5 -18.6062 0.1380 0.00s 6 -18.5863 0.0198 0.00s 7 -18.5775 0.0089 0.00s 8 -18.5678 0.0097 0.00s 9 -18.5668 0.0010 0.00s 18 7 -18.5668 9it 0.00s 1 -20.2822 Inf 0.00s 2 -19.2095 1.0728 0.00s 3 -19.1881 0.0214 0.00s 4 -19.1805 0.0076 0.00s 5 -19.1762 0.0042 0.00s 6 -19.1723 0.0039 0.00s 7 -19.1677 0.0046 0.00s 8 -19.1617 0.0060 0.00s 9 -19.1537 0.0080 0.00s 10 -19.1427 0.0110 0.00s 11 -19.1292 0.0136 0.00s 12 -19.1168 0.0124 0.00s 13 -19.1073 0.0095 0.00s 14 -19.0990 0.0082 0.00s 15 -19.0913 0.0077 0.00s 16 -19.0840 0.0073 0.00s 17 -19.0782 0.0059 0.00s 18 -19.0726 0.0056 0.00s 19 -19.0609 0.0117 0.00s 20 -19.0189 0.0419 0.00s 21 -18.9599 0.0590 0.00s 22 -18.9103 0.0496 0.00s 23 -18.8643 0.0460 0.00s 24 -18.7941 0.0702 0.00s 25 -18.6995 0.0945 0.00s 26 -18.6352 0.0644 0.00s 27 -18.5779 0.0573 0.00s 28 -18.5699 0.0080 0.00s 29 -18.5691 0.0008 0.00s 19 8 -18.5691 29it 0.01s 1 -20.6689 Inf 0.00s 2 -18.6787 1.9902 0.00s 3 -18.6433 0.0354 0.00s 4 -18.6263 0.0170 0.00s 5 -18.6114 0.0149 0.00s 6 -18.5917 0.0197 0.00s 7 -18.5771 0.0147 0.00s 8 -18.5709 0.0062 0.00s 9 -18.5684 0.0024 0.00s 10 -18.5677 0.0007 0.00s 20 9 -18.5677 10it 0.00s 1 -19.5823 Inf 0.00s 2 -18.9982 0.5841 0.00s 3 -18.8211 0.1771 0.00s 4 -18.6811 0.1400 0.00s 5 -18.5866 0.0946 0.00s 6 -18.5674 0.0192 0.00s 7 -18.5669 0.0005 0.00s 21 10 -18.5669 7it 0.00s 1 -20.1439 Inf 0.00s 2 -19.2239 0.9199 0.00s 3 -19.1944 0.0295 0.00s 4 -19.1562 0.0382 0.00s 5 -19.1034 0.0528 0.00s 6 -19.0247 0.0787 0.00s 7 -18.9113 0.1135 0.00s 8 -18.7850 0.1263 0.00s 9 -18.6636 0.1213 0.00s 10 -18.5965 0.0672 0.00s 11 -18.5712 0.0253 0.00s 12 -18.5673 0.0038 0.00s 13 -18.5669 0.0004 0.00s 22 11 -18.5669 13it 0.00s 1 -20.8362 Inf 0.00s 2 -18.6398 2.1964 0.00s 3 -18.6112 0.0285 0.00s 4 -18.5982 0.0130 0.00s 5 -18.5866 0.0116 0.00s 6 -18.5768 0.0098 0.00s 7 -18.5706 0.0062 0.00s 8 -18.5679 0.0028 0.00s 9 -18.5670 0.0009 0.00s 23 12 -18.5670 9it 0.00s 1 -21.4050 Inf 0.00s 2 -18.7153 2.6897 0.00s 3 -18.6630 0.0524 0.00s 4 -18.6380 0.0250 0.00s 5 -18.6249 0.0131 0.00s 6 -18.6175 0.0074 0.00s 7 -18.6125 0.0050 0.00s 8 -18.6083 0.0041 0.00s 9 -18.6038 0.0045 0.00s 10 -18.5956 0.0082 0.00s 11 -18.5820 0.0137 0.00s 12 -18.5735 0.0085 0.00s 13 -18.5697 0.0038 0.00s 14 -18.5684 0.0013 0.00s 15 -18.5680 0.0004 0.00s 24 13 -18.5680 15it 0.01s 1 -18.9068 Inf 0.00s 2 -18.6287 0.2781 0.00s 3 -18.5903 0.0385 0.00s 4 -18.5742 0.0160 0.00s 5 -18.5704 0.0038 0.00s 6 -18.5694 0.0010 0.00s 7 -18.5690 0.0004 0.00s 25 14 -18.5690 7it 0.00s 1 -19.3186 Inf 0.00s 2 -18.7489 0.5697 0.00s 3 -18.7173 0.0316 0.00s 4 -18.7019 0.0154 0.00s 5 -18.6890 0.0129 0.00s 6 -18.6759 0.0131 0.00s 7 -18.6616 0.0143 0.00s 8 -18.6447 0.0169 0.00s 9 -18.6246 0.0201 0.00s 10 -18.6034 0.0212 0.00s 11 -18.5820 0.0213 0.00s 12 -18.5717 0.0104 0.00s 13 -18.5696 0.0021 0.00s 14 -18.5689 0.0006 0.00s 26 15 -18.5689 14it 0.00s Initial clusters = [ 84, 179, 117, ] 1 -431.9556 Inf 0.00s 2 -19.2994 412.6563 0.00s 3 -19.2437 0.0557 0.00s 4 -19.2018 0.0419 0.00s 5 -19.1565 0.0453 0.00s 6 -19.0974 0.0590 0.00s 7 -19.0106 0.0868 0.00s 8 -18.9107 0.1000 0.00s 9 -18.8247 0.0859 0.00s 10 -18.7529 0.0718 0.00s 11 -18.7060 0.0469 0.00s 12 -18.6908 0.0151 0.00s 13 -18.6825 0.0084 0.00s 14 -18.6763 0.0062 0.00s 15 -18.6708 0.0055 0.00s 16 -18.6664 0.0044 0.00s 17 -18.6638 0.0026 0.00s 18 -18.6615 0.0023 0.00s 19 -18.6585 0.0030 0.00s 20 -18.6534 0.0052 0.00s 21 -18.6453 0.0080 0.00s 22 -18.6358 0.0095 0.00s 23 -18.6234 0.0125 0.00s 24 -18.6084 0.0149 0.00s 25 -18.5912 0.0172 0.00s 26 -18.5764 0.0148 0.00s 27 -18.5717 0.0047 0.00s 28 -18.5701 0.0016 0.00s 29 -18.5692 0.0009 0.00s 0 -18.5692 29it 0.01s (initial population) Initial clusters = [ 142, 233, 161, ] 1 -450.8234 Inf 0.00s 2 -19.2447 431.5788 0.00s 3 -19.2230 0.0217 0.00s 4 -19.2149 0.0081 0.00s 5 -19.2070 0.0078 0.00s 6 -19.1931 0.0140 0.00s 7 -19.1559 0.0372 0.00s 8 -19.1176 0.0384 0.00s 9 -19.0805 0.0371 0.00s 10 -19.0467 0.0338 0.00s 11 -19.0217 0.0250 0.00s 12 -18.9984 0.0233 0.00s 13 -18.9756 0.0228 0.00s 14 -18.9530 0.0227 0.00s 15 -18.9300 0.0229 0.00s 16 -18.9175 0.0126 0.00s 17 -18.9101 0.0074 0.00s 18 -18.9020 0.0081 0.00s 19 -18.8921 0.0099 0.00s 20 -18.8819 0.0102 0.00s 21 -18.8710 0.0109 0.00s 22 -18.8533 0.0177 0.00s 23 -18.8211 0.0322 0.00s 24 -18.7808 0.0403 0.00s 25 -18.7382 0.0426 0.00s 26 -18.7044 0.0338 0.00s 27 -18.6923 0.0121 0.00s 28 -18.6827 0.0096 0.00s 29 -18.6727 0.0100 0.00s 30 -18.6657 0.0070 0.00s 31 -18.6615 0.0041 0.00s 32 -18.6593 0.0022 0.00s 33 -18.6584 0.0010 0.00s 0 -18.6584 33it 0.01s (initial population) Initial clusters = [ 281, 115, 274, ] 1 -384.1450 Inf 0.00s 2 -19.1224 365.0226 0.00s 3 -19.1048 0.0177 0.00s 4 -19.0975 0.0072 0.00s 5 -19.0897 0.0078 0.00s 6 -19.0844 0.0053 0.00s 7 -19.0772 0.0072 0.00s 8 -19.0549 0.0222 0.00s 9 -19.0054 0.0495 0.00s 10 -18.9549 0.0505 0.00s 11 -18.9107 0.0442 0.00s 12 -18.8654 0.0453 0.00s 13 -18.8148 0.0506 0.00s 14 -18.7655 0.0493 0.00s 15 -18.7418 0.0236 0.00s 16 -18.7297 0.0121 0.00s 17 -18.7198 0.0100 0.00s 18 -18.7108 0.0090 0.00s 19 -18.7055 0.0053 0.00s 20 -18.7027 0.0028 0.00s 21 -18.7013 0.0013 0.00s 22 -18.7007 0.0006 0.00s 0 -18.7007 22it 0.01s (initial population) Initial clusters = [ 49, 253, 81, ] 1 -300.8292 Inf 0.00s 2 -19.2663 281.5629 0.00s 3 -19.1268 0.1395 0.00s 4 -18.9888 0.1380 0.00s 5 -18.8324 0.1565 0.00s 6 -18.7398 0.0925 0.00s 7 -18.7203 0.0195 0.00s 8 -18.7124 0.0079 0.00s 9 -18.7066 0.0058 0.00s 10 -18.7021 0.0045 0.00s 11 -18.6989 0.0032 0.00s 12 -18.6966 0.0024 0.00s 13 -18.6947 0.0019 0.00s 14 -18.6931 0.0015 0.00s 15 -18.6918 0.0013 0.00s 16 -18.6907 0.0011 0.00s 17 -18.6897 0.0010 0.00s 0 -18.6897 17it 0.00s (initial population) Initial clusters = [ 277, 45, 80, ] 1 -399.4921 Inf 0.00s 2 -19.2051 380.2869 0.00s 3 -18.9983 0.2069 0.00s 4 -18.8400 0.1583 0.00s 5 -18.7113 0.1286 0.00s 6 -18.6215 0.0899 0.00s 7 -18.5816 0.0398 0.00s 8 -18.5711 0.0106 0.00s 9 -18.5687 0.0024 0.00s 10 -18.5681 0.0006 0.00s 0 -18.5681 10it 0.00s (initial population) Initial clusters = [ 157, 83, 235, ] 1 -421.7079 Inf 0.00s 2 -19.1298 402.5781 0.00s 3 -19.0619 0.0679 0.00s 4 -18.9710 0.0909 0.00s 5 -18.8416 0.1294 0.00s 6 -18.7040 0.1376 0.00s 7 -18.6106 0.0934 0.00s 8 -18.5776 0.0330 0.00s 9 -18.5707 0.0069 0.00s 10 -18.5685 0.0022 0.00s 11 -18.5677 0.0008 0.00s 0 -18.5677 11it 0.00s (initial population) Initial clusters = [ 264, 26, 68, ] 1 -460.8601 Inf 0.00s 2 -19.3786 441.4816 0.00s 3 -19.3193 0.0592 0.00s 4 -19.2789 0.0404 0.00s 5 -19.2428 0.0360 0.00s 6 -19.2033 0.0395 0.00s 7 -19.1536 0.0497 0.00s 8 -19.0814 0.0723 0.00s 9 -18.9829 0.0984 0.00s 10 -18.8672 0.1157 0.00s 11 -18.7557 0.1115 0.00s 12 -18.6711 0.0846 0.00s 13 -18.6117 0.0594 0.00s 14 -18.5840 0.0277 0.00s 15 -18.5755 0.0085 0.00s 16 -18.5725 0.0029 0.00s 17 -18.5713 0.0013 0.00s 18 -18.5706 0.0006 0.00s 0 -18.5706 18it 0.01s (initial population) Initial clusters = [ 59, 123, 233, ] 1 -505.1671 Inf 0.00s 2 -19.0687 486.0984 0.00s 3 -18.8771 0.1916 0.00s 4 -18.7021 0.1750 0.00s 5 -18.5920 0.1101 0.00s 6 -18.5694 0.0226 0.00s 7 -18.5685 0.0009 0.00s 0 -18.5685 7it 0.00s (initial population) Initial clusters = [ 289, 215, 4, ] 1 -441.5875 Inf 0.00s 2 -19.3197 422.2678 0.00s 3 -19.2501 0.0696 0.00s 4 -19.2250 0.0251 0.00s 5 -19.2082 0.0168 0.00s 6 -19.1869 0.0213 0.00s 7 -19.1568 0.0301 0.00s 8 -19.1301 0.0266 0.00s 9 -19.1005 0.0297 0.00s 10 -19.0602 0.0403 0.00s 11 -18.9816 0.0786 0.00s 12 -18.8625 0.1191 0.00s 13 -18.7516 0.1109 0.00s 14 -18.6743 0.0774 0.00s 15 -18.6462 0.0280 0.00s 16 -18.6341 0.0121 0.00s 17 -18.6272 0.0069 0.00s 18 -18.6211 0.0060 0.00s 19 -18.6113 0.0098 0.00s 20 -18.5941 0.0172 0.00s 21 -18.5793 0.0148 0.00s 22 -18.5719 0.0074 0.00s 23 -18.5692 0.0028 0.00s 24 -18.5680 0.0011 0.00s 25 -18.5675 0.0005 0.00s 0 -18.5675 25it 0.01s (initial population) Initial clusters = [ 269, 65, 262, ] 1 -537.3009 Inf 0.00s 2 -19.0791 518.2217 0.00s 3 -18.9989 0.0803 0.00s 4 -18.9492 0.0496 0.00s 5 -18.8991 0.0501 0.00s 6 -18.8330 0.0661 0.00s 7 -18.7658 0.0672 0.00s 8 -18.7380 0.0279 0.00s 9 -18.7196 0.0184 0.00s 10 -18.7058 0.0138 0.00s 11 -18.6970 0.0087 0.00s 12 -18.6907 0.0064 0.00s 13 -18.6856 0.0051 0.00s 14 -18.6815 0.0041 0.00s 15 -18.6783 0.0033 0.00s 16 -18.6748 0.0034 0.00s 17 -18.6702 0.0046 0.00s 18 -18.6645 0.0058 0.00s 19 -18.6585 0.0059 0.00s 20 -18.6497 0.0088 0.00s 21 -18.6329 0.0168 0.00s 22 -18.6209 0.0120 0.00s 23 -18.6139 0.0070 0.00s 24 -18.6092 0.0047 0.00s 25 -18.6051 0.0041 0.00s 26 -18.6000 0.0051 0.00s 27 -18.5894 0.0106 0.00s 28 -18.5772 0.0122 0.00s 29 -18.5710 0.0062 0.00s 30 -18.5685 0.0024 0.00s 31 -18.5678 0.0008 0.00s 0 -18.5678 31it 0.01s (initial population) Initial clusters = [ 285, 39, 163, ] 1 -317.7257 Inf 0.00s 2 -19.1836 298.5422 0.00s 3 -19.0113 0.1722 0.00s 4 -18.9133 0.0981 0.00s 5 -18.8308 0.0824 0.00s 6 -18.7510 0.0798 0.00s 7 -18.6570 0.0940 0.00s 8 -18.6075 0.0495 0.00s 9 -18.5854 0.0221 0.00s 10 -18.5761 0.0093 0.00s 11 -18.5718 0.0043 0.00s 12 -18.5700 0.0018 0.00s 13 -18.5694 0.0007 0.00s 0 -18.5694 13it 0.00s (initial population) Initial clusters = [ 99, 103, 220, ] 1 -371.5106 Inf 0.00s 2 -19.3482 352.1624 0.00s 3 -19.3222 0.0260 0.00s 4 -19.3082 0.0139 0.00s 5 -19.2915 0.0168 0.00s 6 -19.2699 0.0215 0.00s 7 -19.2462 0.0238 0.00s 8 -19.2232 0.0229 0.00s 9 -19.2050 0.0182 0.00s 10 -19.1887 0.0163 0.00s 11 -19.1640 0.0247 0.00s 12 -19.1359 0.0281 0.00s 13 -19.1163 0.0196 0.00s 14 -19.1023 0.0140 0.00s 15 -19.0935 0.0087 0.00s 16 -19.0871 0.0064 0.00s 17 -19.0816 0.0055 0.00s 18 -19.0775 0.0041 0.00s 19 -19.0745 0.0030 0.00s 20 -19.0712 0.0033 0.00s 21 -19.0662 0.0051 0.00s 22 -19.0520 0.0142 0.00s 23 -19.0022 0.0497 0.00s 24 -18.9130 0.0892 0.00s 25 -18.7598 0.1532 0.00s 26 -18.6838 0.0760 0.00s 27 -18.6588 0.0250 0.00s 28 -18.6266 0.0322 0.00s 29 -18.5936 0.0330 0.00s 30 -18.5800 0.0136 0.00s 31 -18.5738 0.0063 0.00s 32 -18.5718 0.0020 0.00s 33 -18.5709 0.0009 0.00s 0 -18.5709 33it 0.01s (initial population) Initial clusters = [ 106, 255, 147, ] 1 -387.8624 Inf 0.00s 2 -18.9599 368.9024 0.00s 3 -18.7881 0.1719 0.00s 4 -18.6434 0.1447 0.00s 5 -18.5937 0.0497 0.00s 6 -18.5796 0.0141 0.00s 7 -18.5739 0.0056 0.00s 8 -18.5711 0.0028 0.00s 9 -18.5697 0.0014 0.00s 10 -18.5689 0.0008 0.00s 0 -18.5689 10it 0.00s (initial population) Initial clusters = [ 184, 91, 1, ] 1 -458.7382 Inf 0.00s 2 -19.2818 439.4564 0.00s 3 -19.1435 0.1383 0.00s 4 -19.0301 0.1134 0.00s 5 -18.9548 0.0753 0.00s 6 -18.8888 0.0660 0.00s 7 -18.8168 0.0720 0.00s 8 -18.7716 0.0452 0.00s 9 -18.7529 0.0187 0.00s 10 -18.7404 0.0125 0.00s 11 -18.7324 0.0080 0.00s 12 -18.7276 0.0048 0.00s 13 -18.7243 0.0033 0.00s 14 -18.7209 0.0033 0.00s 15 -18.7173 0.0036 0.00s 16 -18.7135 0.0038 0.00s 17 -18.7095 0.0041 0.00s 18 -18.7064 0.0030 0.00s 19 -18.7056 0.0008 0.00s 0 -18.7056 19it 0.01s (initial population) Initial clusters = [ 290, 7, 217, ] 1 -455.6394 Inf 0.00s 2 -19.3287 436.3107 0.00s 3 -19.2516 0.0771 0.00s 4 -19.1719 0.0797 0.00s 5 -19.0771 0.0948 0.00s 6 -18.9706 0.1065 0.00s 7 -18.8753 0.0953 0.00s 8 -18.8119 0.0634 0.00s 9 -18.7697 0.0422 0.00s 10 -18.7495 0.0202 0.00s 11 -18.7381 0.0115 0.00s 12 -18.7300 0.0081 0.00s 13 -18.7258 0.0042 0.00s 14 -18.7238 0.0020 0.00s 15 -18.7225 0.0013 0.00s 16 -18.7214 0.0012 0.00s 17 -18.7196 0.0017 0.00s 18 -18.7146 0.0050 0.00s 19 -18.7068 0.0078 0.00s 20 -18.7019 0.0049 0.00s 21 -18.6965 0.0054 0.00s 22 -18.6901 0.0064 0.00s 23 -18.6834 0.0067 0.00s 24 -18.6757 0.0078 0.00s 25 -18.6629 0.0127 0.00s 26 -18.6442 0.0188 0.00s 27 -18.6292 0.0150 0.00s 28 -18.6146 0.0146 0.00s 29 -18.5962 0.0184 0.00s 30 -18.5798 0.0164 0.00s 31 -18.5717 0.0081 0.00s 32 -18.5694 0.0024 0.00s 33 -18.5686 0.0008 0.00s 0 -18.5686 33it 0.01s (initial population) Initial clusters = [ 249, 93, 149, ] 1 -352.3483 Inf 0.00s 2 -19.3878 332.9604 0.00s 3 -19.3573 0.0305 0.00s 4 -19.3387 0.0186 0.00s 5 -19.3163 0.0224 0.00s 6 -19.2869 0.0294 0.00s 7 -19.2460 0.0409 0.00s 8 -19.1717 0.0742 0.00s 9 -19.0678 0.1039 0.00s 10 -18.9852 0.0826 0.00s 11 -18.9293 0.0559 0.00s 12 -18.8839 0.0454 0.00s 13 -18.8409 0.0430 0.00s 14 -18.7992 0.0417 0.00s 15 -18.7538 0.0454 0.00s 16 -18.6829 0.0709 0.00s 17 -18.6150 0.0679 0.00s 18 -18.5876 0.0274 0.00s 19 -18.5758 0.0118 0.00s 20 -18.5704 0.0054 0.00s 21 -18.5682 0.0022 0.00s 22 -18.5674 0.0008 0.00s 0 -18.5674 22it 0.01s (initial population) Initial clusters = [ 71, 35, 27, ] 1 -322.5374 Inf 0.00s 2 -19.1552 303.3821 0.00s 3 -18.9859 0.1694 0.00s 4 -18.8544 0.1315 0.00s 5 -18.7506 0.1038 0.00s 6 -18.6913 0.0593 0.00s 7 -18.6574 0.0338 0.00s 8 -18.6301 0.0274 0.00s 9 -18.6058 0.0242 0.00s 10 -18.5844 0.0215 0.00s 11 -18.5726 0.0117 0.00s 12 -18.5701 0.0026 0.00s 13 -18.5691 0.0009 0.00s 0 -18.5691 13it 0.00s (initial population) Initial clusters = [ 291, 131, 260, ] 1 -351.1127 Inf 0.00s 2 -19.0484 332.0644 0.00s 3 -18.9364 0.1120 0.00s 4 -18.8704 0.0660 0.00s 5 -18.8057 0.0647 0.00s 6 -18.7553 0.0505 0.00s 7 -18.7485 0.0068 0.00s 8 -18.7470 0.0015 0.00s 9 -18.7461 0.0009 0.00s 0 -18.7461 9it 0.01s (initial population) Initial clusters = [ 66, 106, 73, ] 1 -501.3309 Inf 0.00s 2 -19.0583 482.2726 0.00s 3 -18.9007 0.1576 0.00s 4 -18.7790 0.1217 0.00s 5 -18.6862 0.0928 0.00s 6 -18.6042 0.0820 0.00s 7 -18.5783 0.0259 0.00s 8 -18.5728 0.0055 0.00s 9 -18.5707 0.0021 0.00s 10 -18.5700 0.0007 0.00s 0 -18.5700 10it 0.00s (initial population) Initial clusters = [ 153, 276, 20, ] 1 -504.0082 Inf 0.00s 2 -19.3524 484.6559 0.00s 3 -19.2921 0.0603 0.00s 4 -19.2627 0.0294 0.00s 5 -19.2386 0.0241 0.00s 6 -19.2155 0.0230 0.00s 7 -19.1817 0.0338 0.00s 8 -19.1169 0.0648 0.00s 9 -19.0357 0.0812 0.00s 10 -18.9606 0.0750 0.00s 11 -18.8807 0.0800 0.00s 12 -18.7893 0.0914 0.00s 13 -18.6778 0.1114 0.00s 14 -18.5965 0.0813 0.00s 15 -18.5694 0.0271 0.00s 16 -18.5675 0.0019 0.00s 17 -18.5671 0.0004 0.00s 0 -18.5671 17it 0.00s (initial population) Initial clusters = [ 110, 242, 27, ] 1 -335.3928 Inf 0.00s 2 -19.2607 316.1321 0.00s 3 -19.1593 0.1014 0.00s 4 -19.0798 0.0794 0.00s 5 -18.9987 0.0812 0.00s 6 -18.9265 0.0721 0.00s 7 -18.8575 0.0690 0.00s 8 -18.7770 0.0805 0.00s 9 -18.6562 0.1208 0.00s 10 -18.6034 0.0528 0.00s 11 -18.5865 0.0170 0.00s 12 -18.5771 0.0094 0.00s 13 -18.5718 0.0052 0.00s 14 -18.5693 0.0025 0.00s 15 -18.5683 0.0010 0.00s 16 -18.5680 0.0004 0.00s 0 -18.5680 16it 0.01s (initial population) Initial clusters = [ 198, 138, 116, ] 1 -544.3056 Inf 0.00s 2 -19.1385 525.1671 0.00s 3 -18.9453 0.1932 0.00s 4 -18.7802 0.1651 0.00s 5 -18.6794 0.1008 0.00s 6 -18.6447 0.0347 0.00s 7 -18.6369 0.0078 0.00s 8 -18.6297 0.0071 0.00s 9 -18.6202 0.0095 0.00s 10 -18.6125 0.0077 0.00s 11 -18.6054 0.0071 0.00s 12 -18.5970 0.0084 0.00s 13 -18.5855 0.0115 0.00s 14 -18.5763 0.0093 0.00s 15 -18.5722 0.0041 0.00s 16 -18.5704 0.0018 0.00s 17 -18.5695 0.0009 0.00s 0 -18.5695 17it 0.00s (initial population) Initial clusters = [ 92, 192, 4, ] 1 -437.1215 Inf 0.00s 2 -18.9065 418.2150 0.00s 3 -18.7287 0.1778 0.00s 4 -18.6732 0.0555 0.00s 5 -18.6235 0.0497 0.00s 6 -18.5627 0.0608 0.00s 7 -18.5199 0.0428 0.00s 8 -18.5056 0.0143 0.00s 9 -18.4944 0.0112 0.00s 10 -18.4850 0.0094 0.00s 11 -18.4798 0.0052 0.00s 12 -18.4770 0.0028 0.00s 13 -18.4757 0.0014 0.00s 14 -18.4751 0.0006 0.00s 0 -18.4751 14it 0.01s (initial population) Initial clusters = [ 48, 56, 57, ] 1 -306.9229 Inf 0.00s 2 -18.9184 288.0045 0.00s 3 -18.6984 0.2200 0.00s 4 -18.6069 0.0916 0.00s 5 -18.5847 0.0222 0.00s 6 -18.5748 0.0100 0.00s 7 -18.5712 0.0036 0.00s 8 -18.5702 0.0010 0.00s 9 -18.5698 0.0004 0.00s 0 -18.5698 9it 0.00s (initial population) Initial clusters = [ 75, 17, 163, ] 1 -416.6153 Inf 0.00s 2 -19.3831 397.2322 0.00s 3 -19.3226 0.0605 0.00s 4 -19.2899 0.0327 0.00s 5 -19.2459 0.0440 0.00s 6 -19.1709 0.0750 0.00s 7 -19.0676 0.1033 0.00s 8 -18.9469 0.1207 0.00s 9 -18.8340 0.1130 0.00s 10 -18.7507 0.0833 0.00s 11 -18.6791 0.0716 0.00s 12 -18.6313 0.0478 0.00s 13 -18.6068 0.0245 0.00s 14 -18.5883 0.0185 0.00s 15 -18.5781 0.0102 0.00s 16 -18.5737 0.0044 0.00s 17 -18.5719 0.0019 0.00s 18 -18.5710 0.0009 0.00s 0 -18.5710 18it 0.01s (initial population) Initial clusters = [ 246, 116, 15, ] 1 -595.2121 Inf 0.00s 2 -19.2881 575.9240 0.00s 3 -19.2123 0.0758 0.00s 4 -19.0853 0.1270 0.00s 5 -18.9263 0.1590 0.00s 6 -18.8196 0.1067 0.00s 7 -18.7513 0.0683 0.00s 8 -18.7146 0.0367 0.00s 9 -18.6925 0.0221 0.00s 10 -18.6895 0.0031 0.00s 11 -18.6892 0.0003 0.00s 0 -18.6892 11it 0.00s (initial population) Initial clusters = [ 225, 287, 203, ] 1 -435.5567 Inf 0.00s 2 -19.3331 416.2236 0.00s 3 -19.2731 0.0600 0.00s 4 -19.2455 0.0276 0.00s 5 -19.2242 0.0213 0.00s 6 -19.2053 0.0190 0.00s 7 -19.1867 0.0186 0.00s 8 -19.1658 0.0209 0.00s 9 -19.1347 0.0311 0.00s 10 -19.0753 0.0594 0.00s 11 -18.9848 0.0905 0.00s 12 -18.8787 0.1061 0.00s 13 -18.7713 0.1075 0.00s 14 -18.6763 0.0949 0.00s 15 -18.5952 0.0811 0.00s 16 -18.5712 0.0240 0.00s 17 -18.5686 0.0027 0.00s 18 -18.5679 0.0007 0.00s 0 -18.5679 18it 0.01s (initial population) Initial clusters = [ 295, 242, 265, ] 1 -382.1850 Inf 0.00s 2 -19.2416 362.9434 0.00s 3 -19.0641 0.1775 0.00s 4 -18.9354 0.1287 0.00s 5 -18.8546 0.0807 0.00s 6 -18.7847 0.0699 0.00s 7 -18.7256 0.0591 0.00s 8 -18.6668 0.0588 0.00s 9 -18.6075 0.0593 0.00s 10 -18.5880 0.0195 0.00s 11 -18.5780 0.0101 0.00s 12 -18.5729 0.0051 0.00s 13 -18.5705 0.0023 0.00s 14 -18.5695 0.0011 0.00s 15 -18.5689 0.0006 0.00s 0 -18.5689 15it 0.00s (initial population) Initial clusters = [ 97, 252, 178, ] 1 -406.9790 Inf 0.00s 2 -19.0994 387.8796 0.00s 3 -18.9304 0.1690 0.00s 4 -18.7651 0.1653 0.00s 5 -18.6510 0.1141 0.00s 6 -18.6235 0.0275 0.00s 7 -18.6153 0.0082 0.00s 8 -18.6080 0.0073 0.00s 9 -18.6003 0.0077 0.00s 10 -18.5902 0.0101 0.00s 11 -18.5789 0.0113 0.00s 12 -18.5731 0.0058 0.00s 13 -18.5708 0.0023 0.00s 14 -18.5697 0.0011 0.00s 15 -18.5691 0.0006 0.00s 0 -18.5691 15it 0.01s (initial population) Initial clusters = [ 91, 147, 275, ] 1 -343.6759 Inf 0.00s 2 -19.1053 324.5706 0.00s 3 -19.0023 0.1030 0.00s 4 -18.9146 0.0877 0.00s 5 -18.8015 0.1132 0.00s 6 -18.6879 0.1136 0.00s 7 -18.6260 0.0619 0.00s 8 -18.6026 0.0234 0.00s 9 -18.5882 0.0144 0.00s 10 -18.5759 0.0123 0.00s 11 -18.5697 0.0061 0.00s 12 -18.5675 0.0022 0.00s 13 -18.5669 0.0007 0.00s 0 -18.5669 13it 0.00s (initial population) Initial clusters = [ 67, 272, 132, ] 1 -333.0310 Inf 0.00s 2 -19.2464 313.7846 0.00s 3 -19.1429 0.1034 0.00s 4 -19.0613 0.0816 0.00s 5 -19.0062 0.0551 0.00s 6 -18.9440 0.0622 0.00s 7 -18.8577 0.0863 0.00s 8 -18.7763 0.0814 0.00s 9 -18.7252 0.0512 0.00s 10 -18.7003 0.0249 0.00s 11 -18.6788 0.0215 0.00s 12 -18.6533 0.0255 0.00s 13 -18.6273 0.0260 0.00s 14 -18.6011 0.0262 0.00s 15 -18.5829 0.0182 0.00s 16 -18.5734 0.0094 0.00s 17 -18.5695 0.0039 0.00s 18 -18.5681 0.0015 0.00s 19 -18.5675 0.0006 0.00s 0 -18.5675 19it 0.01s (initial population) Initial clusters = [ 167, 171, 254, ] 1 -404.4186 Inf 0.00s 2 -19.2930 385.1257 0.00s 3 -19.2525 0.0404 0.00s 4 -19.2305 0.0221 0.00s 5 -19.2170 0.0134 0.00s 6 -19.2068 0.0102 0.00s 7 -19.1990 0.0078 0.00s 8 -19.1919 0.0071 0.00s 9 -19.1848 0.0071 0.00s 10 -19.1785 0.0063 0.00s 11 -19.1726 0.0059 0.00s 12 -19.1653 0.0073 0.00s 13 -19.1537 0.0116 0.00s 14 -19.1334 0.0203 0.00s 15 -19.0973 0.0360 0.00s 16 -19.0406 0.0567 0.00s 17 -18.9593 0.0813 0.00s 18 -18.8605 0.0988 0.00s 19 -18.7343 0.1263 0.00s 20 -18.6339 0.1004 0.00s 21 -18.5929 0.0410 0.00s 22 -18.5725 0.0204 0.00s 23 -18.5684 0.0041 0.00s 24 -18.5673 0.0012 0.00s 25 -18.5669 0.0004 0.00s 0 -18.5669 25it 0.01s (initial population) Initial clusters = [ 88, 67, 234, ] 1 -438.6787 Inf 0.00s 2 -19.4329 419.2457 0.00s 3 -19.3462 0.0867 0.00s 4 -19.2941 0.0521 0.00s 5 -19.2481 0.0459 0.00s 6 -19.2084 0.0397 0.00s 7 -19.1584 0.0500 0.00s 8 -19.1198 0.0386 0.00s 9 -19.1001 0.0197 0.00s 10 -19.0890 0.0111 0.00s 11 -19.0786 0.0104 0.00s 12 -19.0680 0.0107 0.00s 13 -19.0567 0.0113 0.00s 14 -19.0388 0.0178 0.00s 15 -18.9930 0.0459 0.00s 16 -18.9101 0.0829 0.00s 17 -18.7791 0.1310 0.00s 18 -18.6396 0.1395 0.00s 19 -18.5745 0.0650 0.00s 20 -18.5685 0.0061 0.00s 21 -18.5675 0.0010 0.00s 0 -18.5675 21it 0.01s (initial population) Initial clusters = [ 242, 164, 76, ] 1 -444.4928 Inf 0.00s 2 -19.3796 425.1132 0.00s 3 -19.2782 0.1014 0.00s 4 -19.2068 0.0714 0.00s 5 -19.1229 0.0840 0.00s 6 -19.0269 0.0959 0.00s 7 -18.9410 0.0859 0.00s 8 -18.8538 0.0872 0.00s 9 -18.7392 0.1146 0.00s 10 -18.6302 0.1090 0.00s 11 -18.5803 0.0499 0.00s 12 -18.5713 0.0090 0.00s 13 -18.5694 0.0019 0.00s 14 -18.5688 0.0007 0.00s 0 -18.5688 14it 0.00s (initial population) Initial clusters = [ 226, 132, 97, ] 1 -319.7027 Inf 0.00s 2 -19.1608 300.5419 0.00s 3 -19.0100 0.1507 0.00s 4 -18.8483 0.1618 0.00s 5 -18.7482 0.1001 0.00s 6 -18.6950 0.0532 0.00s 7 -18.6530 0.0420 0.00s 8 -18.6233 0.0297 0.00s 9 -18.6060 0.0173 0.00s 10 -18.5929 0.0131 0.00s 11 -18.5816 0.0114 0.00s 12 -18.5755 0.0060 0.00s 13 -18.5727 0.0028 0.00s 14 -18.5710 0.0017 0.00s 15 -18.5699 0.0012 0.00s 16 -18.5691 0.0008 0.00s 0 -18.5691 16it 0.00s (initial population) Initial clusters = [ 84, 133, 118, ] 1 -390.9151 Inf 0.00s 2 -19.2649 371.6502 0.00s 3 -19.0900 0.1749 0.00s 4 -18.8949 0.1951 0.00s 5 -18.7184 0.1765 0.00s 6 -18.6744 0.0440 0.00s 7 -18.6564 0.0181 0.00s 8 -18.6459 0.0105 0.00s 9 -18.6348 0.0110 0.00s 10 -18.6226 0.0122 0.00s 11 -18.6085 0.0142 0.00s 12 -18.5896 0.0188 0.00s 13 -18.5787 0.0110 0.00s 14 -18.5744 0.0043 0.00s 15 -18.5720 0.0024 0.00s 16 -18.5706 0.0014 0.00s 17 -18.5697 0.0009 0.00s 0 -18.5697 17it 0.01s (initial population) Initial clusters = [ 218, 137, 285, ] 1 -417.2845 Inf 0.00s 2 -19.2576 398.0269 0.00s 3 -19.1800 0.0776 0.00s 4 -19.1153 0.0646 0.00s 5 -19.0481 0.0673 0.00s 6 -18.9937 0.0544 0.00s 7 -18.9456 0.0481 0.00s 8 -18.8976 0.0481 0.00s 9 -18.8509 0.0466 0.00s 10 -18.8055 0.0455 0.00s 11 -18.7504 0.0550 0.00s 12 -18.6694 0.0811 0.00s 13 -18.6114 0.0579 0.00s 14 -18.5901 0.0214 0.00s 15 -18.5775 0.0125 0.00s 16 -18.5712 0.0064 0.00s 17 -18.5685 0.0026 0.00s 18 -18.5676 0.0010 0.00s 0 -18.5676 18it 0.01s (initial population) Initial clusters = [ 13, 58, 166, ] 1 -419.0607 Inf 0.00s 2 -19.1878 399.8730 0.00s 3 -19.0566 0.1312 0.00s 4 -18.9186 0.1380 0.00s 5 -18.8432 0.0754 0.00s 6 -18.8007 0.0425 0.00s 7 -18.7713 0.0294 0.00s 8 -18.7506 0.0207 0.00s 9 -18.7361 0.0145 0.00s 10 -18.7234 0.0126 0.00s 11 -18.7105 0.0129 0.00s 12 -18.7006 0.0099 0.00s 13 -18.6961 0.0044 0.00s 14 -18.6941 0.0021 0.00s 15 -18.6927 0.0014 0.00s 16 -18.6913 0.0014 0.00s 17 -18.6893 0.0020 0.00s 18 -18.6853 0.0040 0.00s 19 -18.6772 0.0081 0.00s 20 -18.6656 0.0116 0.00s 21 -18.6532 0.0124 0.00s 22 -18.6433 0.0099 0.00s 23 -18.6340 0.0093 0.00s 24 -18.6239 0.0102 0.00s 25 -18.6098 0.0141 0.00s 26 -18.5921 0.0177 0.00s 27 -18.5783 0.0138 0.00s 28 -18.5716 0.0066 0.00s 29 -18.5692 0.0024 0.00s 30 -18.5683 0.0010 0.00s 0 -18.5683 30it 0.01s (initial population) Initial clusters = [ 153, 292, 64, ] 1 -369.9755 Inf 0.00s 2 -19.1491 350.8264 0.00s 3 -19.0540 0.0950 0.00s 4 -18.9993 0.0547 0.00s 5 -18.9669 0.0324 0.00s 6 -18.9381 0.0288 0.00s 7 -18.9080 0.0301 0.00s 8 -18.8728 0.0352 0.00s 9 -18.8184 0.0544 0.00s 10 -18.7347 0.0836 0.00s 11 -18.6448 0.0899 0.00s 12 -18.6032 0.0416 0.00s 13 -18.5864 0.0168 0.00s 14 -18.5775 0.0090 0.00s 15 -18.5724 0.0050 0.00s 16 -18.5698 0.0026 0.00s 17 -18.5686 0.0012 0.00s 18 -18.5681 0.0005 0.00s 0 -18.5681 18it 0.01s (initial population) Initial clusters = [ 129, 133, 168, ] 1 -384.7768 Inf 0.00s 2 -19.2500 365.5268 0.00s 3 -19.1309 0.1191 0.00s 4 -19.0479 0.0830 0.00s 5 -18.9608 0.0871 0.00s 6 -18.8834 0.0774 0.00s 7 -18.8266 0.0569 0.00s 8 -18.7871 0.0395 0.00s 9 -18.7589 0.0282 0.00s 10 -18.7394 0.0195 0.00s 11 -18.7245 0.0150 0.00s 12 -18.7111 0.0134 0.00s 13 -18.7015 0.0096 0.00s 14 -18.6957 0.0058 0.00s 15 -18.6907 0.0050 0.00s 16 -18.6876 0.0030 0.00s 17 -18.6859 0.0018 0.00s 18 -18.6846 0.0012 0.00s 19 -18.6838 0.0008 0.00s 0 -18.6838 19it 0.01s (initial population) Initial clusters = [ 194, 41, 57, ] 1 -391.6107 Inf 0.00s 2 -19.1348 372.4758 0.00s 3 -19.0434 0.0915 0.00s 4 -18.9732 0.0702 0.00s 5 -18.8914 0.0818 0.00s 6 -18.7782 0.1132 0.00s 7 -18.6729 0.1053 0.00s 8 -18.6032 0.0697 0.00s 9 -18.5774 0.0258 0.00s 10 -18.5715 0.0059 0.00s 11 -18.5694 0.0021 0.00s 12 -18.5685 0.0009 0.00s 0 -18.5685 12it 0.00s (initial population) Initial clusters = [ 214, 153, 212, ] 1 -357.0534 Inf 0.00s 2 -19.2640 337.7895 0.00s 3 -19.1578 0.1062 0.00s 4 -19.0304 0.1274 0.00s 5 -18.8789 0.1515 0.00s 6 -18.7489 0.1300 0.00s 7 -18.6535 0.0954 0.00s 8 -18.6121 0.0413 0.00s 9 -18.5917 0.0204 0.00s 10 -18.5813 0.0104 0.00s 11 -18.5760 0.0053 0.00s 12 -18.5732 0.0028 0.00s 13 -18.5718 0.0015 0.00s 14 -18.5709 0.0008 0.00s 0 -18.5709 14it 0.01s (initial population) Initial clusters = [ 43, 206, 51, ] 1 -378.4559 Inf 0.00s 2 -19.2386 359.2173 0.00s 3 -19.1497 0.0889 0.00s 4 -19.0598 0.0899 0.00s 5 -18.9099 0.1499 0.00s 6 -18.7620 0.1479 0.00s 7 -18.7357 0.0263 0.00s 8 -18.7267 0.0090 0.00s 9 -18.7213 0.0054 0.00s 10 -18.7176 0.0037 0.00s 11 -18.7147 0.0030 0.00s 12 -18.7119 0.0028 0.00s 13 -18.7090 0.0029 0.00s 14 -18.7057 0.0033 0.00s 15 -18.7017 0.0040 0.00s 16 -18.6961 0.0056 0.00s 17 -18.6861 0.0100 0.00s 18 -18.6671 0.0189 0.00s 19 -18.6408 0.0263 0.00s 20 -18.6147 0.0261 0.00s 21 -18.5909 0.0238 0.00s 22 -18.5763 0.0146 0.00s 23 -18.5707 0.0056 0.00s 24 -18.5685 0.0021 0.00s 25 -18.5675 0.0010 0.00s 26 -18.5670 0.0005 0.00s 0 -18.5670 26it 0.01s (initial population) Initial clusters = [ 46, 250, 157, ] 1 -376.2109 Inf 0.00s 2 -19.2698 356.9412 0.00s 3 -19.2316 0.0382 0.00s 4 -19.2055 0.0262 0.00s 5 -19.1812 0.0243 0.00s 6 -19.1483 0.0329 0.00s 7 -19.1115 0.0367 0.00s 8 -19.0614 0.0501 0.00s 9 -18.9963 0.0651 0.00s 10 -18.9397 0.0567 0.00s 11 -18.8949 0.0448 0.00s 12 -18.8432 0.0517 0.00s 13 -18.7843 0.0589 0.00s 14 -18.7380 0.0463 0.00s 15 -18.7086 0.0294 0.00s 16 -18.6944 0.0142 0.00s 17 -18.6840 0.0104 0.00s 18 -18.6771 0.0069 0.00s 19 -18.6735 0.0037 0.00s 20 -18.6716 0.0018 0.00s 21 -18.6708 0.0008 0.00s 0 -18.6708 21it 0.01s (initial population) Initial clusters = [ 192, 105, 15, ] 1 -378.4885 Inf 0.00s 2 -19.3701 359.1185 0.00s 3 -19.2969 0.0731 0.00s 4 -19.2469 0.0500 0.00s 5 -19.1890 0.0579 0.00s 6 -19.1202 0.0688 0.00s 7 -19.0646 0.0556 0.00s 8 -19.0077 0.0568 0.00s 9 -18.9247 0.0830 0.00s 10 -18.8033 0.1214 0.00s 11 -18.7365 0.0668 0.00s 12 -18.6975 0.0390 0.00s 13 -18.6677 0.0298 0.00s 14 -18.6455 0.0222 0.00s 15 -18.6256 0.0199 0.00s 16 -18.6049 0.0207 0.00s 17 -18.5857 0.0192 0.00s 18 -18.5741 0.0116 0.00s 19 -18.5697 0.0044 0.00s 20 -18.5684 0.0013 0.00s 21 -18.5680 0.0004 0.00s 0 -18.5680 21it 0.01s (initial population) Initial clusters = [ 289, 197, 227, ] 1 -362.9831 Inf 0.00s 2 -19.2057 343.7774 0.00s 3 -19.0948 0.1108 0.00s 4 -18.9796 0.1152 0.00s 5 -18.8279 0.1517 0.00s 6 -18.6915 0.1364 0.00s 7 -18.6102 0.0813 0.00s 8 -18.5820 0.0282 0.00s 9 -18.5741 0.0079 0.00s 10 -18.5714 0.0028 0.00s 11 -18.5703 0.0011 0.00s 12 -18.5697 0.0006 0.00s 0 -18.5697 12it 0.00s (initial population) Initial clusters = [ 180, 54, 160, ] 1 -380.6368 Inf 0.00s 2 -19.2136 361.4232 0.00s 3 -19.1438 0.0699 0.00s 4 -19.0969 0.0469 0.00s 5 -19.0789 0.0180 0.00s 6 -19.0730 0.0059 0.00s 7 -19.0709 0.0021 0.00s 8 -19.0698 0.0010 0.00s 9 -19.0677 0.0022 0.00s 10 -19.0612 0.0065 0.00s 11 -19.0598 0.0014 0.00s 12 -19.0586 0.0012 0.00s 13 -19.0519 0.0067 0.00s 14 -19.0402 0.0117 0.00s 15 -19.0390 0.0012 0.00s 16 -19.0358 0.0031 0.00s 17 -19.0349 0.0010 0.00s 0 -19.0349 17it 0.01s (initial population) Initial clusters = [ 115, 177, 87, ] 1 -432.6558 Inf 0.00s 2 -18.9959 413.6598 0.00s 3 -18.8155 0.1804 0.00s 4 -18.7045 0.1110 0.00s 5 -18.6232 0.0812 0.00s 6 -18.5870 0.0363 0.00s 7 -18.5772 0.0098 0.00s 8 -18.5730 0.0042 0.00s 9 -18.5713 0.0016 0.00s 10 -18.5706 0.0007 0.00s 0 -18.5706 10it 0.00s (initial population) Initial clusters = [ 155, 258, 150, ] 1 -376.0628 Inf 0.00s 2 -19.1689 356.8939 0.00s 3 -19.0429 0.1260 0.00s 4 -18.9012 0.1418 0.00s 5 -18.8143 0.0869 0.00s 6 -18.7524 0.0619 0.00s 7 -18.7134 0.0390 0.00s 8 -18.6874 0.0261 0.00s 9 -18.6673 0.0201 0.00s 10 -18.6499 0.0174 0.00s 11 -18.6346 0.0153 0.00s 12 -18.6161 0.0185 0.00s 13 -18.5950 0.0211 0.00s 14 -18.5795 0.0155 0.00s 15 -18.5718 0.0077 0.00s 16 -18.5689 0.0030 0.00s 17 -18.5676 0.0013 0.00s 18 -18.5670 0.0006 0.00s 0 -18.5670 18it 0.01s (initial population) Initial clusters = [ 292, 56, 144, ] 1 -427.9054 Inf 0.00s 2 -19.1774 408.7281 0.00s 3 -19.1103 0.0671 0.00s 4 -19.0711 0.0393 0.00s 5 -19.0355 0.0356 0.00s 6 -18.9950 0.0405 0.00s 7 -18.9549 0.0401 0.00s 8 -18.9219 0.0330 0.00s 9 -18.8840 0.0379 0.00s 10 -18.8355 0.0485 0.00s 11 -18.7879 0.0477 0.00s 12 -18.7506 0.0372 0.00s 13 -18.7423 0.0083 0.00s 14 -18.7390 0.0034 0.00s 15 -18.7370 0.0020 0.00s 16 -18.7352 0.0017 0.00s 17 -18.7337 0.0015 0.00s 18 -18.7323 0.0014 0.00s 19 -18.7308 0.0015 0.00s 20 -18.7291 0.0016 0.00s 21 -18.7273 0.0018 0.00s 22 -18.7252 0.0020 0.00s 23 -18.7230 0.0022 0.00s 24 -18.7208 0.0022 0.00s 25 -18.7187 0.0021 0.00s 26 -18.7167 0.0020 0.00s 27 -18.7149 0.0018 0.00s 28 -18.7134 0.0015 0.00s 29 -18.7123 0.0011 0.00s 30 -18.7115 0.0007 0.00s 0 -18.7115 30it 0.01s (initial population) 1 -19.3556 Inf 0.00s 2 -18.7408 0.6148 0.00s 3 -18.7035 0.0373 0.00s 4 -18.6816 0.0219 0.00s 5 -18.6636 0.0179 0.00s 6 -18.6627 0.0009 0.00s 1 0 -18.6627 6it 0.00s 1 -19.3256 Inf 0.00s 2 -18.5749 0.7506 0.00s 3 -18.5689 0.0061 0.00s 4 -18.5679 0.0010 0.00s 2 0 -18.5679 4it 0.00s 1 -19.7019 Inf 0.00s 2 -18.8247 0.8773 0.00s 3 -18.6238 0.2008 0.00s 4 -18.5714 0.0525 0.00s 5 -18.5683 0.0031 0.00s 6 -18.5678 0.0005 0.00s 3 1 -18.5678 6it 0.00s 1 -20.2802 Inf 0.00s 2 -19.2205 1.0596 0.00s 3 -19.1818 0.0388 0.00s 4 -19.1358 0.0460 0.00s 5 -19.0898 0.0460 0.00s 6 -19.0410 0.0488 0.00s 7 -18.9917 0.0493 0.00s 8 -18.9494 0.0423 0.00s 9 -18.9172 0.0322 0.00s 10 -18.8903 0.0270 0.00s 11 -18.8612 0.0291 0.00s 12 -18.8194 0.0418 0.00s 13 -18.7619 0.0575 0.00s 14 -18.6699 0.0920 0.00s 15 -18.6024 0.0675 0.00s 16 -18.5716 0.0308 0.00s 17 -18.5691 0.0025 0.00s 18 -18.5687 0.0005 0.00s 4 2 -18.5687 18it 0.00s 1 -19.8541 Inf 0.00s 2 -18.9357 0.9184 0.00s 3 -18.7326 0.2031 0.00s 4 -18.6131 0.1195 0.00s 5 -18.5790 0.0342 0.00s 6 -18.5708 0.0082 0.00s 7 -18.5685 0.0023 0.00s 8 -18.5678 0.0007 0.00s 5 3 -18.5678 8it 0.00s 1 -19.5309 Inf 0.00s 2 -18.6023 0.9286 0.00s 3 -18.5755 0.0268 0.00s 4 -18.5693 0.0062 0.00s 5 -18.5676 0.0017 0.00s 6 -18.5670 0.0006 0.00s 6 4 -18.5670 6it 0.00s 1 -21.0189 Inf 0.00s 2 -18.6940 2.3248 0.00s 3 -18.6705 0.0235 0.00s 4 -18.6489 0.0216 0.00s 5 -18.6245 0.0244 0.00s 6 -18.5988 0.0257 0.00s 7 -18.5815 0.0173 0.00s 8 -18.5729 0.0086 0.00s 9 -18.5694 0.0036 0.00s 10 -18.5681 0.0013 0.00s 11 -18.5676 0.0005 0.00s 7 5 -18.5676 11it 0.01s 1 -20.1338 Inf 0.00s 2 -19.2187 0.9151 0.00s 3 -19.1943 0.0244 0.00s 4 -19.1804 0.0138 0.00s 5 -19.1688 0.0117 0.00s 6 -19.1596 0.0091 0.00s 7 -19.1517 0.0079 0.00s 8 -19.1436 0.0081 0.00s 9 -19.1339 0.0097 0.00s 10 -19.1204 0.0135 0.00s 11 -19.0996 0.0207 0.00s 12 -19.0663 0.0334 0.00s 13 -19.0115 0.0548 0.00s 14 -18.9389 0.0725 0.00s 15 -18.8433 0.0956 0.00s 16 -18.7134 0.1299 0.00s 17 -18.6278 0.0855 0.00s 18 -18.5892 0.0387 0.00s 19 -18.5740 0.0151 0.00s 20 -18.5695 0.0045 0.00s 21 -18.5677 0.0018 0.00s 22 -18.5670 0.0007 0.00s 8 6 -18.5670 22it 0.01s 1 -19.7642 Inf 0.00s 2 -18.7592 1.0050 0.00s 3 -18.7375 0.0217 0.00s 4 -18.7280 0.0095 0.00s 5 -18.7218 0.0062 0.00s 6 -18.7160 0.0058 0.00s 7 -18.7101 0.0059 0.00s 8 -18.7031 0.0070 0.00s 9 -18.6973 0.0058 0.00s 10 -18.6942 0.0031 0.00s 11 -18.6924 0.0018 0.00s 12 -18.6912 0.0011 0.00s 13 -18.6905 0.0008 0.00s 9 7 -18.6905 13it 0.00s 1 -21.1805 Inf 0.00s 2 -18.5542 2.6263 0.00s 3 -18.4914 0.0629 0.00s 4 -18.4817 0.0097 0.00s 5 -18.4774 0.0043 0.00s 6 -18.4757 0.0017 0.00s 7 -18.4751 0.0006 0.00s 10 8 -18.4751 7it 0.00s 1 -20.2269 Inf 0.00s 2 -19.2005 1.0264 0.00s 3 -19.1860 0.0145 0.00s 4 -19.1797 0.0063 0.00s 5 -19.1749 0.0048 0.00s 6 -19.1697 0.0052 0.00s 7 -19.1632 0.0065 0.00s 8 -19.1555 0.0077 0.00s 9 -19.1487 0.0068 0.00s 10 -19.1432 0.0055 0.00s 11 -19.1373 0.0059 0.00s 12 -19.1274 0.0099 0.00s 13 -19.1104 0.0169 0.00s 14 -19.0976 0.0128 0.00s 15 -19.0889 0.0087 0.00s 16 -19.0807 0.0083 0.00s 17 -19.0675 0.0131 0.00s 18 -19.0304 0.0372 0.00s 19 -18.9692 0.0612 0.00s 20 -18.9138 0.0554 0.00s 21 -18.8476 0.0662 0.00s 22 -18.7829 0.0647 0.00s 23 -18.7102 0.0727 0.00s 24 -18.6324 0.0778 0.00s 25 -18.5787 0.0538 0.00s 26 -18.5706 0.0080 0.00s 27 -18.5685 0.0021 0.00s 28 -18.5679 0.0007 0.00s 11 0 -18.5679 28it 0.01s 1 -20.1590 Inf 0.00s 2 -19.1539 1.0051 0.00s 3 -19.0723 0.0816 0.00s 4 -18.9794 0.0929 0.00s 5 -18.8696 0.1098 0.00s 6 -18.7610 0.1086 0.00s 7 -18.6690 0.0921 0.00s 8 -18.6032 0.0658 0.00s 9 -18.5812 0.0220 0.00s 10 -18.5693 0.0119 0.00s 11 -18.5675 0.0018 0.00s 12 -18.5672 0.0003 0.00s 12 1 -18.5672 12it 0.00s 1 -20.1084 Inf 0.00s 2 -18.6182 1.4902 0.00s 3 -18.5878 0.0304 0.00s 4 -18.5743 0.0134 0.00s 5 -18.5696 0.0048 0.00s 6 -18.5679 0.0017 0.00s 7 -18.5672 0.0007 0.00s 13 2 -18.5672 7it 0.01s 1 -20.9194 Inf 0.00s 2 -18.6903 2.2292 0.00s 3 -18.6394 0.0508 0.00s 4 -18.6210 0.0185 0.00s 5 -18.6118 0.0092 0.00s 6 -18.6054 0.0063 0.00s 7 -18.5980 0.0074 0.00s 8 -18.5858 0.0122 0.00s 9 -18.5754 0.0103 0.00s 10 -18.5701 0.0053 0.00s 11 -18.5681 0.0020 0.00s 12 -18.5676 0.0006 0.00s 14 3 -18.5676 12it 0.00s 1 -20.3045 Inf 0.00s 2 -19.2021 1.1024 0.00s 3 -19.1773 0.0247 0.00s 4 -19.1588 0.0185 0.00s 5 -19.1461 0.0126 0.00s 6 -19.1403 0.0058 0.00s 7 -19.1371 0.0032 0.00s 8 -19.1325 0.0046 0.00s 9 -19.1277 0.0048 0.00s 10 -19.1259 0.0018 0.00s 11 -19.1249 0.0010 0.00s 15 4 -19.1249 11it 0.00s 1 -19.2291 Inf 0.00s 2 -18.5938 0.6353 0.00s 3 -18.5773 0.0165 0.00s 4 -18.5720 0.0053 0.00s 5 -18.5701 0.0019 0.00s 6 -18.5693 0.0009 0.00s 16 5 -18.5693 6it 0.00s 1 -21.2410 Inf 0.00s 2 -18.7367 2.5043 0.00s 3 -18.6937 0.0430 0.00s 4 -18.6670 0.0267 0.00s 5 -18.6461 0.0210 0.00s 6 -18.6326 0.0135 0.00s 7 -18.6253 0.0073 0.00s 8 -18.6207 0.0046 0.00s 9 -18.6172 0.0035 0.00s 10 -18.6144 0.0029 0.00s 11 -18.6118 0.0026 0.00s 12 -18.6091 0.0026 0.00s 13 -18.6060 0.0031 0.00s 14 -18.6007 0.0053 0.00s 15 -18.5906 0.0101 0.00s 16 -18.5793 0.0113 0.00s 17 -18.5727 0.0066 0.00s 18 -18.5700 0.0027 0.00s 19 -18.5691 0.0009 0.00s 17 6 -18.5691 19it 0.01s 1 -21.9567 Inf 0.00s 2 -18.7438 3.2129 0.00s 3 -18.7112 0.0326 0.00s 4 -18.7045 0.0067 0.00s 5 -18.7012 0.0033 0.00s 6 -18.6984 0.0029 0.00s 7 -18.6947 0.0036 0.00s 8 -18.6875 0.0072 0.00s 9 -18.6713 0.0162 0.00s 10 -18.6572 0.0141 0.00s 11 -18.6493 0.0079 0.00s 12 -18.6432 0.0061 0.00s 13 -18.6376 0.0056 0.00s 14 -18.6322 0.0054 0.00s 15 -18.6265 0.0057 0.00s 16 -18.6200 0.0064 0.00s 17 -18.6132 0.0068 0.00s 18 -18.6065 0.0067 0.00s 19 -18.5989 0.0076 0.00s 20 -18.5882 0.0107 0.00s 21 -18.5778 0.0103 0.00s 22 -18.5729 0.0049 0.00s 23 -18.5708 0.0021 0.00s 24 -18.5697 0.0011 0.00s 25 -18.5691 0.0006 0.00s 18 7 -18.5691 25it 0.01s 1 -19.7080 Inf 0.00s 2 -18.5857 1.1223 0.00s 3 -18.5720 0.0137 0.00s 4 -18.5682 0.0038 0.00s 5 -18.5671 0.0011 0.00s 6 -18.5668 0.0003 0.00s 19 8 -18.5668 6it 0.00s 1 -19.5200 Inf 0.00s 2 -18.7803 0.7397 0.00s 3 -18.7636 0.0166 0.00s 4 -18.7544 0.0092 0.00s 5 -18.7479 0.0065 0.00s 6 -18.7426 0.0053 0.00s 7 -18.7377 0.0049 0.00s 8 -18.7328 0.0049 0.00s 9 -18.7274 0.0054 0.00s 10 -18.7240 0.0034 0.00s 11 -18.7229 0.0011 0.00s 12 -18.7223 0.0005 0.00s 20 9 -18.7223 12it 0.01s 1 -20.2109 Inf 0.00s 2 -19.2081 1.0028 0.00s 3 -19.1935 0.0146 0.00s 4 -19.1868 0.0067 0.00s 5 -19.1827 0.0041 0.00s 6 -19.1797 0.0031 0.00s 7 -19.1763 0.0034 0.00s 8 -19.1714 0.0049 0.00s 9 -19.1649 0.0065 0.00s 10 -19.1581 0.0068 0.00s 11 -19.1515 0.0066 0.00s 12 -19.1415 0.0100 0.00s 13 -19.1275 0.0140 0.00s 14 -19.1160 0.0115 0.00s 15 -19.1037 0.0122 0.00s 16 -19.0893 0.0145 0.00s 17 -19.0719 0.0174 0.00s 18 -19.0523 0.0196 0.00s 19 -19.0279 0.0245 0.00s 20 -18.9945 0.0334 0.00s 21 -18.9420 0.0525 0.00s 22 -18.8530 0.0891 0.00s 23 -18.7269 0.1261 0.00s 24 -18.6327 0.0942 0.00s 25 -18.5972 0.0355 0.00s 26 -18.5829 0.0143 0.00s 27 -18.5752 0.0077 0.00s 28 -18.5710 0.0042 0.00s 29 -18.5690 0.0020 0.00s 30 -18.5681 0.0009 0.00s 21 10 -18.5681 30it 0.01s 1 -19.3801 Inf 0.00s 2 -18.6478 0.7323 0.00s 3 -18.6099 0.0379 0.00s 4 -18.5846 0.0253 0.00s 5 -18.5724 0.0122 0.00s 6 -18.5694 0.0029 0.00s 7 -18.5686 0.0008 0.00s 22 11 -18.5686 7it 0.00s 1 -19.6218 Inf 0.00s 2 -18.5867 1.0351 0.00s 3 -18.5723 0.0144 0.00s 4 -18.5698 0.0025 0.00s 5 -18.5689 0.0009 0.00s 23 12 -18.5689 5it 0.00s 1 -19.3222 Inf 0.00s 2 -18.7742 0.5480 0.00s 3 -18.7586 0.0156 0.00s 4 -18.7469 0.0116 0.00s 5 -18.7367 0.0103 0.00s 6 -18.7297 0.0070 0.00s 7 -18.7245 0.0052 0.00s 8 -18.7229 0.0017 0.00s 9 -18.7224 0.0005 0.00s 24 13 -18.7224 9it 0.01s 1 -19.3283 Inf 0.00s 2 -18.7381 0.5902 0.00s 3 -18.7173 0.0208 0.00s 4 -18.7120 0.0053 0.00s 5 -18.7086 0.0035 0.00s 6 -18.7032 0.0053 0.00s 7 -18.6939 0.0093 0.00s 8 -18.6823 0.0116 0.00s 9 -18.6776 0.0047 0.00s 10 -18.6762 0.0014 0.00s 11 -18.6757 0.0005 0.00s 25 14 -18.6757 11it 0.00s 1 -20.2102 Inf 0.00s 2 -19.2116 0.9986 0.00s 3 -19.1806 0.0310 0.00s 4 -19.1601 0.0205 0.00s 5 -19.1457 0.0145 0.00s 6 -19.1291 0.0166 0.00s 7 -19.1110 0.0181 0.00s 8 -19.0873 0.0237 0.00s 9 -19.0472 0.0400 0.00s 10 -18.9958 0.0514 0.00s 11 -18.9497 0.0462 0.00s 12 -18.9154 0.0343 0.00s 13 -18.8842 0.0312 0.00s 14 -18.8458 0.0385 0.00s 15 -18.8048 0.0409 0.00s 16 -18.7333 0.0715 0.00s 17 -18.6520 0.0813 0.00s 18 -18.5883 0.0637 0.00s 19 -18.5721 0.0162 0.00s 20 -18.5706 0.0015 0.00s 21 -18.5698 0.0008 0.00s 26 15 -18.5698 21it 0.01s Initial clusters = [ 84, 179, 117, ] 1 -431.9556 Inf 0.00s 2 -19.2974 412.6582 0.00s 3 -19.2538 0.0436 0.00s 4 -19.2229 0.0309 0.00s 5 -19.1853 0.0376 0.00s 6 -19.1404 0.0449 0.00s 7 -19.0699 0.0706 0.00s 8 -18.9844 0.0855 0.00s 9 -18.9339 0.0505 0.00s 10 -18.9097 0.0242 0.00s 11 -18.8952 0.0146 0.00s 12 -18.8846 0.0106 0.00s 13 -18.8739 0.0107 0.00s 14 -18.8610 0.0129 0.00s 15 -18.8468 0.0141 0.00s 16 -18.8314 0.0155 0.00s 17 -18.8132 0.0181 0.00s 18 -18.7987 0.0146 0.00s 19 -18.7894 0.0093 0.00s 20 -18.7820 0.0074 0.00s 21 -18.7757 0.0063 0.00s 22 -18.7702 0.0055 0.00s 23 -18.7656 0.0046 0.00s 24 -18.7617 0.0039 0.00s 25 -18.7585 0.0032 0.00s 26 -18.7559 0.0026 0.00s 27 -18.7538 0.0021 0.00s 28 -18.7521 0.0017 0.00s 29 -18.7508 0.0014 0.00s 30 -18.7496 0.0011 0.00s 31 -18.7486 0.0010 0.00s Initial clusters = [ 84, 179, 117, ] 1 -431.9556 Inf 0.00s 2 -19.2974 412.6582 0.00s 3 -19.2538 0.0436 0.00s 4 -19.2229 0.0309 0.00s 5 -19.1853 0.0376 0.00s 6 -19.1404 0.0449 0.00s 7 -19.0699 0.0706 0.00s 8 -18.9844 0.0855 0.00s 9 -18.9339 0.0505 0.00s 10 -18.9097 0.0242 0.00s 11 -18.8952 0.0146 0.00s 12 -18.8846 0.0106 0.00s 13 -18.8739 0.0107 0.00s 14 -18.8610 0.0129 0.00s 15 -18.8468 0.0141 0.00s 16 -18.8314 0.0155 0.00s 17 -18.8132 0.0181 0.00s 18 -18.7987 0.0146 0.00s 19 -18.7894 0.0093 0.00s 20 -18.7820 0.0074 0.00s 21 -18.7757 0.0063 0.00s 22 -18.7702 0.0055 0.00s 23 -18.7656 0.0046 0.00s 24 -18.7617 0.0039 0.00s 25 -18.7585 0.0032 0.00s 26 -18.7559 0.0026 0.00s 27 -18.7538 0.0021 0.00s 28 -18.7521 0.0017 0.00s 29 -18.7508 0.0014 0.00s 30 -18.7496 0.0011 0.00s 31 -18.7486 0.0010 0.00s Initial clusters = [ 142, 233, 161, ] 1 -450.8234 Inf 0.00s 2 -19.2498 431.5736 0.00s 3 -19.2358 0.0140 0.00s 4 -19.2298 0.0059 0.00s 5 -19.2232 0.0067 0.00s 6 -19.2129 0.0102 0.00s 7 -19.1959 0.0170 0.00s 8 -19.1704 0.0256 0.00s 9 -19.1406 0.0298 0.00s 10 -19.1121 0.0285 0.00s 11 -19.0848 0.0273 0.00s 12 -19.0545 0.0304 0.00s 13 -19.0178 0.0367 0.00s 14 -18.9762 0.0416 0.00s 15 -18.9359 0.0403 0.00s 16 -18.9022 0.0337 0.00s 17 -18.8778 0.0244 0.00s 18 -18.8632 0.0147 0.00s 19 -18.8536 0.0096 0.00s 20 -18.8467 0.0069 0.00s 21 -18.8411 0.0057 0.00s 22 -18.8358 0.0052 0.00s 23 -18.8305 0.0053 0.00s 24 -18.8248 0.0057 0.00s 25 -18.8187 0.0062 0.00s 26 -18.8121 0.0066 0.00s 27 -18.8051 0.0070 0.00s 28 -18.7979 0.0072 0.00s 29 -18.7908 0.0071 0.00s 30 -18.7840 0.0068 0.00s 31 -18.7778 0.0063 0.00s 32 -18.7722 0.0056 0.00s 33 -18.7673 0.0049 0.00s 34 -18.7632 0.0041 0.00s 35 -18.7597 0.0035 0.00s 36 -18.7567 0.0029 0.00s 37 -18.7543 0.0025 0.00s 38 -18.7522 0.0021 0.00s 39 -18.7504 0.0018 0.00s 40 -18.7489 0.0016 0.00s 41 -18.7475 0.0013 0.00s 42 -18.7465 0.0010 0.00s 43 -18.7458 0.0007 0.00s Initial clusters = [ 281, 115, 274, ] 1 -384.1450 Inf 0.00s 2 -19.1350 365.0100 0.00s 3 -19.1271 0.0080 0.00s 4 -19.1242 0.0028 0.00s 5 -19.1221 0.0022 0.00s 6 -19.1202 0.0019 0.00s 7 -19.1187 0.0014 0.00s 8 -19.1179 0.0008 0.00s Initial clusters = [ 49, 253, 81, ] 1 -300.8292 Inf 0.00s 2 -19.2688 281.5605 0.00s 3 -19.1533 0.1154 0.00s 4 -19.0550 0.0984 0.00s 5 -18.9889 0.0661 0.00s 6 -18.9383 0.0506 0.00s 7 -18.9096 0.0287 0.00s 8 -18.8990 0.0106 0.00s 9 -18.8952 0.0038 0.00s 10 -18.8933 0.0020 0.00s 11 -18.8918 0.0015 0.00s 12 -18.8907 0.0011 0.00s 13 -18.8900 0.0007 0.00s Initial clusters = [ 277, 45, 80, ] 1 -399.4921 Inf 0.00s 2 -19.2266 380.2655 0.00s 3 -19.0858 0.1407 0.00s 4 -18.9709 0.1149 0.00s 5 -18.8772 0.0938 0.00s 6 -18.8013 0.0758 0.00s 7 -18.7532 0.0482 0.00s 8 -18.7357 0.0175 0.00s 9 -18.7332 0.0025 0.00s 10 -18.7347 0.0015 0.00s 11 -18.7369 0.0021 0.00s 12 -18.7387 0.0019 0.00s 13 -18.7402 0.0015 0.00s 14 -18.7413 0.0011 0.00s 15 -18.7421 0.0008 0.00s Initial clusters = [ 157, 83, 235, ] 1 -421.7079 Inf 0.00s 2 -19.1606 402.5473 0.00s 3 -19.1090 0.0516 0.00s 4 -19.0492 0.0598 0.00s 5 -18.9645 0.0847 0.00s 6 -18.8625 0.1019 0.00s 7 -18.7810 0.0815 0.00s 8 -18.7442 0.0368 0.00s 9 -18.7367 0.0075 0.00s 10 -18.7370 0.0003 0.00s Initial clusters = [ 264, 26, 68, ] 1 -460.8601 Inf 0.00s 2 -19.3679 441.4922 0.00s 3 -19.3154 0.0525 0.00s 4 -19.2783 0.0370 0.00s 5 -19.2449 0.0335 0.00s 6 -19.2084 0.0365 0.00s 7 -19.1668 0.0416 0.00s 8 -19.1240 0.0427 0.00s 9 -19.0872 0.0369 0.00s 10 -19.0523 0.0348 0.00s 11 -19.0114 0.0409 0.00s 12 -18.9642 0.0472 0.00s 13 -18.9172 0.0470 0.00s 14 -18.8708 0.0465 0.00s 15 -18.8298 0.0410 0.00s 16 -18.8028 0.0269 0.00s 17 -18.7873 0.0156 0.00s 18 -18.7772 0.0100 0.00s 19 -18.7699 0.0073 0.00s 20 -18.7641 0.0058 0.00s 21 -18.7595 0.0046 0.00s 22 -18.7558 0.0037 0.00s 23 -18.7530 0.0029 0.00s 24 -18.7508 0.0022 0.00s 25 -18.7491 0.0017 0.00s 26 -18.7477 0.0013 0.00s 27 -18.7468 0.0010 0.00s Initial clusters = [ 59, 123, 233, ] 1 -505.1671 Inf 0.00s 2 -19.0855 486.0816 0.00s 3 -18.9322 0.1533 0.00s 4 -18.8284 0.1038 0.00s 5 -18.7765 0.0518 0.00s 6 -18.7589 0.0177 0.00s 7 -18.7527 0.0062 0.00s 8 -18.7498 0.0029 0.00s 9 -18.7480 0.0017 0.00s 10 -18.7469 0.0012 0.00s 11 -18.7460 0.0008 0.00s Initial clusters = [ 289, 215, 4, ] 1 -441.5875 Inf 0.00s 2 -19.3204 422.2671 0.00s 3 -19.2625 0.0579 0.00s 4 -19.2398 0.0227 0.00s 5 -19.2251 0.0147 0.00s 6 -19.2116 0.0136 0.00s 7 -19.1954 0.0161 0.00s 8 -19.1759 0.0196 0.00s 9 -19.1560 0.0199 0.00s 10 -19.1343 0.0217 0.00s 11 -19.0981 0.0362 0.00s 12 -19.0385 0.0595 0.00s 13 -18.9896 0.0489 0.00s 14 -18.9590 0.0306 0.00s 15 -18.9351 0.0239 0.00s 16 -18.9173 0.0178 0.00s 17 -18.9059 0.0114 0.00s 18 -18.8965 0.0093 0.00s 19 -18.8809 0.0156 0.00s 20 -18.8668 0.0141 0.00s 21 -18.8563 0.0104 0.00s 22 -18.8478 0.0086 0.00s 23 -18.8399 0.0078 0.00s 24 -18.8298 0.0102 0.00s 25 -18.8166 0.0132 0.00s 26 -18.8059 0.0107 0.00s 27 -18.7992 0.0067 0.00s 28 -18.7937 0.0055 0.00s 29 -18.7872 0.0066 0.00s 30 -18.7786 0.0085 0.00s 31 -18.7695 0.0091 0.00s 32 -18.7620 0.0075 0.00s 33 -18.7566 0.0054 0.00s 34 -18.7528 0.0038 0.00s 35 -18.7501 0.0027 0.00s 36 -18.7481 0.0019 0.00s 37 -18.7468 0.0014 0.00s 38 -18.7459 0.0009 0.00s Initial clusters = [ 269, 65, 262, ] 1 -537.3009 Inf 0.00s 2 -19.0924 518.2084 0.00s 3 -19.0359 0.0566 0.00s 4 -19.0064 0.0295 0.00s 5 -18.9840 0.0225 0.00s 6 -18.9635 0.0204 0.00s 7 -18.9431 0.0204 0.00s 8 -18.9280 0.0151 0.00s 9 -18.9195 0.0085 0.00s 10 -18.9147 0.0048 0.00s 11 -18.9116 0.0031 0.00s 12 -18.9093 0.0023 0.00s 13 -18.9073 0.0020 0.00s 14 -18.9054 0.0019 0.00s 15 -18.9034 0.0020 0.00s 16 -18.9011 0.0023 0.00s 17 -18.8984 0.0027 0.00s 18 -18.8950 0.0034 0.00s 19 -18.8906 0.0043 0.00s 20 -18.8847 0.0060 0.00s 21 -18.8745 0.0101 0.00s 22 -18.8611 0.0134 0.00s 23 -18.8517 0.0094 0.00s 24 -18.8452 0.0064 0.00s 25 -18.8394 0.0058 0.00s 26 -18.8315 0.0079 0.00s 27 -18.8208 0.0107 0.00s 28 -18.8110 0.0098 0.00s 29 -18.8019 0.0091 0.00s 30 -18.7932 0.0087 0.00s 31 -18.7850 0.0081 0.00s 32 -18.7777 0.0074 0.00s 33 -18.7711 0.0065 0.00s 34 -18.7656 0.0056 0.00s 35 -18.7609 0.0047 0.00s 36 -18.7571 0.0038 0.00s 37 -18.7540 0.0031 0.00s 38 -18.7516 0.0024 0.00s 39 -18.7497 0.0019 0.00s 40 -18.7482 0.0015 0.00s 41 -18.7471 0.0011 0.00s 42 -18.7463 0.0008 0.00s Initial clusters = [ 285, 39, 163, ] 1 -317.7257 Inf 0.00s 2 -19.1924 298.5333 0.00s 3 -19.0401 0.1523 0.00s 4 -18.9564 0.0837 0.00s 5 -18.9001 0.0563 0.00s 6 -18.8635 0.0366 0.00s 7 -18.8398 0.0236 0.00s 8 -18.8196 0.0202 0.00s 9 -18.8046 0.0151 0.00s 10 -18.7954 0.0091 0.00s 11 -18.7882 0.0072 0.00s 12 -18.7818 0.0064 0.00s 13 -18.7761 0.0058 0.00s 14 -18.7709 0.0051 0.00s 15 -18.7664 0.0045 0.00s 16 -18.7625 0.0039 0.00s 17 -18.7592 0.0033 0.00s 18 -18.7565 0.0028 0.00s 19 -18.7541 0.0023 0.00s 20 -18.7522 0.0020 0.00s 21 -18.7504 0.0017 0.00s 22 -18.7489 0.0015 0.00s 23 -18.7476 0.0013 0.00s 24 -18.7466 0.0010 0.00s 25 -18.7459 0.0007 0.00s Initial clusters = [ 99, 103, 220, ] 1 -371.5106 Inf 0.00s 2 -19.3434 352.1672 0.00s 3 -19.3226 0.0208 0.00s 4 -19.3057 0.0169 0.00s 5 -19.2830 0.0227 0.00s 6 -19.2540 0.0289 0.00s 7 -19.2246 0.0294 0.00s 8 -19.1994 0.0252 0.00s 9 -19.1774 0.0219 0.00s 10 -19.1583 0.0191 0.00s 11 -19.1400 0.0183 0.00s 12 -19.1212 0.0187 0.00s 13 -19.1052 0.0160 0.00s 14 -19.0889 0.0163 0.00s 15 -19.0646 0.0243 0.00s 16 -19.0420 0.0226 0.00s 17 -19.0250 0.0169 0.00s 18 -19.0108 0.0143 0.00s 19 -18.9966 0.0141 0.00s 20 -18.9811 0.0156 0.00s 21 -18.9631 0.0180 0.00s 22 -18.9409 0.0221 0.00s 23 -18.9109 0.0300 0.00s 24 -18.8768 0.0341 0.00s 25 -18.8476 0.0292 0.00s 26 -18.8265 0.0210 0.00s 27 -18.8136 0.0130 0.00s 28 -18.8048 0.0088 0.00s 29 -18.7973 0.0075 0.00s 30 -18.7903 0.0070 0.00s 31 -18.7838 0.0066 0.00s 32 -18.7777 0.0061 0.00s 33 -18.7722 0.0055 0.00s 34 -18.7674 0.0048 0.00s 35 -18.7633 0.0041 0.00s 36 -18.7598 0.0035 0.00s 37 -18.7568 0.0030 0.00s 38 -18.7543 0.0025 0.00s 39 -18.7521 0.0022 0.00s 40 -18.7502 0.0019 0.00s 41 -18.7486 0.0016 0.00s 42 -18.7473 0.0013 0.00s 43 -18.7464 0.0009 0.00s Initial clusters = [ 106, 255, 147, ] 1 -387.8624 Inf 0.00s 2 -19.0026 368.8598 0.00s 3 -18.8998 0.1027 0.00s 4 -18.8205 0.0793 0.00s 5 -18.7845 0.0360 0.00s 6 -18.7716 0.0129 0.00s 7 -18.7659 0.0057 0.00s 8 -18.7624 0.0035 0.00s 9 -18.7598 0.0027 0.00s 10 -18.7575 0.0023 0.00s 11 -18.7555 0.0020 0.00s 12 -18.7537 0.0017 0.00s 13 -18.7523 0.0015 0.00s 14 -18.7510 0.0012 0.00s 15 -18.7500 0.0010 0.00s 16 -18.7491 0.0009 0.00s Initial clusters = [ 184, 91, 1, ] 1 -458.7382 Inf 0.00s 2 -19.2795 439.4587 0.00s 3 -19.1607 0.1188 0.00s 4 -19.0671 0.0936 0.00s 5 -19.0132 0.0539 0.00s 6 -18.9814 0.0318 0.00s 7 -18.9581 0.0233 0.00s 8 -18.9406 0.0175 0.00s 9 -18.9270 0.0136 0.00s 10 -18.9158 0.0112 0.00s 11 -18.9075 0.0083 0.00s 12 -18.9010 0.0065 0.00s 13 -18.8948 0.0062 0.00s 14 -18.8876 0.0072 0.00s 15 -18.8776 0.0099 0.00s 16 -18.8624 0.0152 0.00s 17 -18.8388 0.0237 0.00s 18 -18.8091 0.0297 0.00s 19 -18.7826 0.0265 0.00s 20 -18.7664 0.0162 0.00s 21 -18.7578 0.0086 0.00s 22 -18.7530 0.0048 0.00s 23 -18.7501 0.0029 0.00s 24 -18.7483 0.0018 0.00s 25 -18.7469 0.0013 0.00s 26 -18.7459 0.0010 0.00s 27 -18.7452 0.0008 0.00s Initial clusters = [ 290, 7, 217, ] 1 -455.6394 Inf 0.00s 2 -19.3226 436.3168 0.00s 3 -19.2572 0.0654 0.00s 4 -19.1863 0.0709 0.00s 5 -19.1091 0.0772 0.00s 6 -19.0424 0.0667 0.00s 7 -18.9864 0.0560 0.00s 8 -18.9478 0.0386 0.00s 9 -18.9229 0.0249 0.00s 10 -18.9045 0.0184 0.00s 11 -18.8895 0.0151 0.00s 12 -18.8754 0.0140 0.00s 13 -18.8623 0.0132 0.00s 14 -18.8505 0.0118 0.00s 15 -18.8404 0.0101 0.00s 16 -18.8302 0.0102 0.00s 17 -18.8169 0.0133 0.00s 18 -18.8021 0.0147 0.00s 19 -18.7873 0.0148 0.00s 20 -18.7676 0.0197 0.00s 21 -18.7494 0.0182 0.00s 22 -18.7416 0.0078 0.00s 23 -18.7398 0.0018 0.00s 24 -18.7401 0.0003 0.00s Initial clusters = [ 249, 93, 149, ] 1 -352.3483 Inf 0.00s 2 -19.3788 332.9695 0.00s 3 -19.3531 0.0257 0.00s 4 -19.3313 0.0218 0.00s 5 -19.3022 0.0291 0.00s 6 -19.2593 0.0429 0.00s 7 -19.1839 0.0754 0.00s 8 -19.0834 0.1005 0.00s 9 -19.0051 0.0784 0.00s 10 -18.9527 0.0524 0.00s 11 -18.9141 0.0385 0.00s 12 -18.8840 0.0302 0.00s 13 -18.8615 0.0225 0.00s 14 -18.8459 0.0156 0.00s 15 -18.8348 0.0111 0.00s 16 -18.8261 0.0088 0.00s 17 -18.8182 0.0079 0.00s 18 -18.8104 0.0078 0.00s 19 -18.8025 0.0080 0.00s 20 -18.7943 0.0082 0.00s 21 -18.7862 0.0081 0.00s 22 -18.7785 0.0077 0.00s 23 -18.7717 0.0069 0.00s 24 -18.7658 0.0059 0.00s 25 -18.7609 0.0049 0.00s 26 -18.7570 0.0039 0.00s 27 -18.7539 0.0031 0.00s 28 -18.7514 0.0025 0.00s 29 -18.7495 0.0019 0.00s 30 -18.7481 0.0014 0.00s 31 -18.7470 0.0011 0.00s 32 -18.7462 0.0008 0.00s Initial clusters = [ 71, 35, 27, ] 1 -322.5374 Inf 0.00s 2 -19.1687 303.3687 0.00s 3 -19.0448 0.1239 0.00s 4 -18.9625 0.0823 0.00s 5 -18.9168 0.0457 0.00s 6 -18.8912 0.0256 0.00s 7 -18.8734 0.0179 0.00s 8 -18.8574 0.0160 0.00s 9 -18.8418 0.0156 0.00s 10 -18.8261 0.0158 0.00s 11 -18.8086 0.0175 0.00s 12 -18.7946 0.0140 0.00s 13 -18.7860 0.0086 0.00s 14 -18.7793 0.0066 0.00s 15 -18.7737 0.0057 0.00s 16 -18.7687 0.0049 0.00s 17 -18.7645 0.0042 0.00s 18 -18.7609 0.0036 0.00s 19 -18.7579 0.0030 0.00s 20 -18.7555 0.0024 0.00s 21 -18.7535 0.0020 0.00s 22 -18.7518 0.0016 0.00s 23 -18.7505 0.0014 0.00s 24 -18.7493 0.0012 0.00s 25 -18.7483 0.0010 0.00s 26 -18.7473 0.0010 0.00s Initial clusters = [ 291, 131, 260, ] 1 -351.1127 Inf 0.00s 2 -19.0660 332.0468 0.00s 3 -18.9823 0.0837 0.00s 4 -18.9540 0.0283 0.00s 5 -18.9315 0.0225 0.00s 6 -18.9124 0.0192 0.00s 7 -18.8963 0.0160 0.00s 8 -18.8832 0.0132 0.00s 9 -18.8741 0.0091 0.00s 10 -18.8671 0.0070 0.00s 11 -18.8611 0.0060 0.00s 12 -18.8554 0.0056 0.00s 13 -18.8496 0.0059 0.00s 14 -18.8432 0.0064 0.00s 15 -18.8367 0.0065 0.00s 16 -18.8305 0.0063 0.00s 17 -18.8239 0.0066 0.00s 18 -18.8165 0.0074 0.00s 19 -18.8090 0.0075 0.00s 20 -18.8018 0.0073 0.00s 21 -18.7929 0.0089 0.00s 22 -18.7784 0.0145 0.00s 23 -18.7581 0.0203 0.00s 24 -18.7441 0.0140 0.00s 25 -18.7396 0.0045 0.00s 26 -18.7391 0.0005 0.00s Initial clusters = [ 66, 106, 73, ] 1 -501.3309 Inf 0.00s 2 -19.0720 482.2590 0.00s 3 -18.9425 0.1295 0.00s 4 -18.8676 0.0749 0.00s 5 -18.8261 0.0415 0.00s 6 -18.8044 0.0217 0.00s 7 -18.7916 0.0128 0.00s 8 -18.7826 0.0090 0.00s 9 -18.7755 0.0071 0.00s 10 -18.7696 0.0059 0.00s 11 -18.7647 0.0049 0.00s 12 -18.7606 0.0041 0.00s 13 -18.7571 0.0035 0.00s 14 -18.7541 0.0030 0.00s 15 -18.7516 0.0025 0.00s 16 -18.7496 0.0020 0.00s 17 -18.7481 0.0015 0.00s 18 -18.7470 0.0011 0.00s 19 -18.7462 0.0008 0.00s Initial clusters = [ 153, 276, 20, ] 1 -504.0082 Inf 0.00s 2 -19.3444 484.6638 0.00s 3 -19.2944 0.0501 0.00s 4 -19.2720 0.0223 0.00s 5 -19.2565 0.0155 0.00s 6 -19.2435 0.0131 0.00s 7 -19.2300 0.0134 0.00s 8 -19.2164 0.0137 0.00s 9 -19.2029 0.0135 0.00s 10 -19.1913 0.0115 0.00s 11 -19.1808 0.0105 0.00s 12 -19.1690 0.0118 0.00s 13 -19.1539 0.0151 0.00s 14 -19.1349 0.0190 0.00s 15 -19.1134 0.0215 0.00s 16 -19.0886 0.0248 0.00s 17 -19.0497 0.0389 0.00s 18 -18.9955 0.0542 0.00s 19 -18.9354 0.0601 0.00s 20 -18.8886 0.0468 0.00s 21 -18.8343 0.0543 0.00s 22 -18.7907 0.0436 0.00s 23 -18.7769 0.0137 0.00s 24 -18.7698 0.0072 0.00s 25 -18.7642 0.0056 0.00s 26 -18.7596 0.0046 0.00s 27 -18.7559 0.0037 0.00s 28 -18.7530 0.0029 0.00s 29 -18.7508 0.0023 0.00s 30 -18.7490 0.0018 0.00s 31 -18.7477 0.0013 0.00s 32 -18.7467 0.0010 0.00s Initial clusters = [ 110, 242, 27, ] 1 -335.3928 Inf 0.00s 2 -19.2621 316.1307 0.00s 3 -19.1825 0.0796 0.00s 4 -19.1197 0.0628 0.00s 5 -19.0446 0.0751 0.00s 6 -18.9776 0.0670 0.00s 7 -18.9283 0.0493 0.00s 8 -18.8871 0.0412 0.00s 9 -18.8497 0.0373 0.00s 10 -18.8207 0.0291 0.00s 11 -18.8000 0.0206 0.00s 12 -18.7885 0.0115 0.00s 13 -18.7812 0.0073 0.00s 14 -18.7754 0.0058 0.00s 15 -18.7704 0.0050 0.00s 16 -18.7660 0.0044 0.00s 17 -18.7622 0.0038 0.00s 18 -18.7590 0.0032 0.00s 19 -18.7562 0.0027 0.00s 20 -18.7540 0.0023 0.00s 21 -18.7520 0.0019 0.00s 22 -18.7504 0.0017 0.00s 23 -18.7489 0.0015 0.00s 24 -18.7477 0.0013 0.00s 25 -18.7466 0.0010 0.00s 26 -18.7459 0.0008 0.00s Initial clusters = [ 198, 138, 116, ] 1 -544.3056 Inf 0.00s 2 -19.1620 525.1436 0.00s 3 -19.0406 0.1214 0.00s 4 -18.9297 0.1110 0.00s 5 -18.8477 0.0820 0.00s 6 -18.8021 0.0457 0.00s 7 -18.7843 0.0178 0.00s 8 -18.7784 0.0058 0.00s 9 -18.7751 0.0033 0.00s 10 -18.7718 0.0034 0.00s 11 -18.7677 0.0041 0.00s 12 -18.7629 0.0047 0.00s 13 -18.7585 0.0044 0.00s 14 -18.7550 0.0035 0.00s 15 -18.7523 0.0027 0.00s 16 -18.7503 0.0020 0.00s 17 -18.7487 0.0016 0.00s 18 -18.7475 0.0012 0.00s 19 -18.7466 0.0009 0.00s Initial clusters = [ 92, 192, 4, ] 1 -437.1215 Inf 0.00s 2 -19.0788 418.0428 0.00s 3 -19.0006 0.0782 0.00s 4 -18.9658 0.0349 0.00s 5 -18.9493 0.0165 0.00s 6 -18.9382 0.0111 0.00s 7 -18.9300 0.0082 0.00s 8 -18.9239 0.0061 0.00s 9 -18.9193 0.0046 0.00s 10 -18.9157 0.0036 0.00s 11 -18.9129 0.0028 0.00s 12 -18.9107 0.0022 0.00s 13 -18.9089 0.0018 0.00s 14 -18.9075 0.0014 0.00s 15 -18.9063 0.0012 0.00s 16 -18.9054 0.0009 0.00s Initial clusters = [ 48, 56, 57, ] 1 -306.9229 Inf 0.00s 2 -18.9711 287.9519 0.00s 3 -18.8580 0.1130 0.00s 4 -18.7982 0.0599 0.00s 5 -18.7743 0.0239 0.00s 6 -18.7644 0.0099 0.00s 7 -18.7595 0.0049 0.00s 8 -18.7566 0.0030 0.00s 9 -18.7545 0.0021 0.00s 10 -18.7529 0.0016 0.00s 11 -18.7516 0.0013 0.00s 12 -18.7505 0.0011 0.00s 13 -18.7495 0.0010 0.00s 14 -18.7485 0.0009 0.00s Initial clusters = [ 75, 17, 163, ] 1 -416.6153 Inf 0.00s 2 -19.3767 397.2386 0.00s 3 -19.3197 0.0570 0.00s 4 -19.2853 0.0344 0.00s 5 -19.2410 0.0443 0.00s 6 -19.1738 0.0672 0.00s 7 -19.0836 0.0902 0.00s 8 -18.9938 0.0898 0.00s 9 -18.9223 0.0715 0.00s 10 -18.8776 0.0447 0.00s 11 -18.8517 0.0258 0.00s 12 -18.8333 0.0185 0.00s 13 -18.8192 0.0140 0.00s 14 -18.8086 0.0106 0.00s 15 -18.7997 0.0090 0.00s 16 -18.7917 0.0080 0.00s 17 -18.7845 0.0072 0.00s 18 -18.7781 0.0064 0.00s 19 -18.7724 0.0057 0.00s 20 -18.7675 0.0049 0.00s 21 -18.7632 0.0042 0.00s 22 -18.7597 0.0036 0.00s 23 -18.7567 0.0030 0.00s 24 -18.7541 0.0026 0.00s 25 -18.7519 0.0022 0.00s 26 -18.7499 0.0019 0.00s 27 -18.7483 0.0016 0.00s 28 -18.7471 0.0012 0.00s 29 -18.7463 0.0009 0.00s Initial clusters = [ 246, 116, 15, ] 1 -595.2121 Inf 0.00s 2 -19.3080 575.9040 0.00s 3 -19.2378 0.0703 0.00s 4 -19.1413 0.0965 0.00s 5 -19.0436 0.0977 0.00s 6 -18.9657 0.0779 0.00s 7 -18.9120 0.0537 0.00s 8 -18.8851 0.0269 0.00s 9 -18.8789 0.0061 0.00s 10 -18.8795 0.0005 0.00s Initial clusters = [ 225, 287, 203, ] 1 -435.5567 Inf 0.00s 2 -19.3258 416.2309 0.00s 3 -19.2808 0.0450 0.00s 4 -19.2582 0.0226 0.00s 5 -19.2376 0.0206 0.00s 6 -19.2159 0.0216 0.00s 7 -19.1917 0.0242 0.00s 8 -19.1627 0.0290 0.00s 9 -19.1183 0.0444 0.00s 10 -19.0376 0.0807 0.00s 11 -18.9367 0.1009 0.00s 12 -18.8626 0.0741 0.00s 13 -18.8245 0.0381 0.00s 14 -18.8036 0.0209 0.00s 15 -18.7907 0.0129 0.00s 16 -18.7813 0.0094 0.00s 17 -18.7737 0.0076 0.00s 18 -18.7675 0.0062 0.00s 19 -18.7623 0.0051 0.00s 20 -18.7582 0.0042 0.00s 21 -18.7548 0.0033 0.00s 22 -18.7522 0.0026 0.00s 23 -18.7501 0.0021 0.00s 24 -18.7485 0.0016 0.00s 25 -18.7473 0.0012 0.00s 26 -18.7464 0.0009 0.00s Initial clusters = [ 295, 242, 265, ] 1 -382.1850 Inf 0.00s 2 -19.2452 362.9398 0.00s 3 -19.0882 0.1570 0.00s 4 -18.9759 0.1123 0.00s 5 -18.9125 0.0634 0.00s 6 -18.8763 0.0362 0.00s 7 -18.8515 0.0248 0.00s 8 -18.8344 0.0171 0.00s 9 -18.8213 0.0131 0.00s 10 -18.8100 0.0113 0.00s 11 -18.7997 0.0103 0.00s 12 -18.7903 0.0094 0.00s 13 -18.7818 0.0085 0.00s 14 -18.7745 0.0074 0.00s 15 -18.7683 0.0062 0.00s 16 -18.7632 0.0051 0.00s 17 -18.7590 0.0042 0.00s 18 -18.7556 0.0034 0.00s 19 -18.7529 0.0027 0.00s 20 -18.7507 0.0022 0.00s 21 -18.7490 0.0017 0.00s 22 -18.7477 0.0013 0.00s 23 -18.7468 0.0010 0.00s Initial clusters = [ 97, 252, 178, ] 1 -406.9790 Inf 0.00s 2 -19.1162 387.8628 0.00s 3 -18.9879 0.1283 0.00s 4 -18.9067 0.0812 0.00s 5 -18.8433 0.0634 0.00s 6 -18.8094 0.0339 0.00s 7 -18.7929 0.0165 0.00s 8 -18.7825 0.0104 0.00s 9 -18.7748 0.0077 0.00s 10 -18.7683 0.0065 0.00s 11 -18.7628 0.0055 0.00s 12 -18.7584 0.0044 0.00s 13 -18.7550 0.0034 0.00s 14 -18.7524 0.0026 0.00s 15 -18.7504 0.0020 0.00s 16 -18.7488 0.0016 0.00s 17 -18.7476 0.0012 0.00s 18 -18.7467 0.0009 0.00s Initial clusters = [ 91, 147, 275, ] 1 -343.6759 Inf 0.00s 2 -19.1173 324.5586 0.00s 3 -19.0412 0.0761 0.00s 4 -18.9892 0.0520 0.00s 5 -18.9416 0.0476 0.00s 6 -18.8953 0.0463 0.00s 7 -18.8542 0.0411 0.00s 8 -18.8276 0.0265 0.00s 9 -18.8110 0.0166 0.00s 10 -18.7992 0.0119 0.00s 11 -18.7895 0.0097 0.00s 12 -18.7811 0.0084 0.00s 13 -18.7737 0.0074 0.00s 14 -18.7674 0.0063 0.00s 15 -18.7622 0.0052 0.00s 16 -18.7579 0.0043 0.00s 17 -18.7545 0.0034 0.00s 18 -18.7519 0.0026 0.00s 19 -18.7498 0.0020 0.00s 20 -18.7483 0.0015 0.00s 21 -18.7472 0.0011 0.00s 22 -18.7463 0.0008 0.00s Initial clusters = [ 67, 272, 132, ] 1 -333.0310 Inf 0.00s 2 -19.2416 313.7894 0.00s 3 -19.1602 0.0814 0.00s 4 -19.0946 0.0656 0.00s 5 -19.0541 0.0405 0.00s 6 -19.0212 0.0329 0.00s 7 -18.9818 0.0394 0.00s 8 -18.9372 0.0446 0.00s 9 -18.8965 0.0407 0.00s 10 -18.8590 0.0375 0.00s 11 -18.8215 0.0375 0.00s 12 -18.7888 0.0327 0.00s 13 -18.7681 0.0207 0.00s 14 -18.7572 0.0109 0.00s 15 -18.7516 0.0056 0.00s 16 -18.7486 0.0030 0.00s 17 -18.7469 0.0017 0.00s 18 -18.7458 0.0011 0.00s 19 -18.7450 0.0008 0.00s Initial clusters = [ 84, 179, 117, ] 1 -431.9556 Inf 0.00s 2 -19.2974 412.6582 0.00s 3 -19.2538 0.0436 0.00s 4 -19.2229 0.0309 0.00s 5 -19.1853 0.0376 0.00s 6 -19.1404 0.0449 0.00s 7 -19.0699 0.0706 0.00s 8 -18.9844 0.0855 0.00s 9 -18.9339 0.0505 0.00s 10 -18.9097 0.0242 0.00s 11 -18.8952 0.0146 0.00s 12 -18.8846 0.0106 0.00s 13 -18.8739 0.0107 0.00s 14 -18.8610 0.0129 0.00s 15 -18.8468 0.0141 0.00s 16 -18.8314 0.0155 0.00s 17 -18.8132 0.0181 0.00s 18 -18.7987 0.0146 0.00s 19 -18.7894 0.0093 0.00s 20 -18.7820 0.0074 0.00s 21 -18.7757 0.0063 0.00s 22 -18.7702 0.0055 0.00s 23 -18.7656 0.0046 0.00s 24 -18.7617 0.0039 0.00s 25 -18.7585 0.0032 0.00s 26 -18.7559 0.0026 0.00s 27 -18.7538 0.0021 0.00s 28 -18.7521 0.0017 0.00s 29 -18.7508 0.0014 0.00s 30 -18.7496 0.0011 0.00s 31 -18.7486 0.0010 0.00s 0 0 -18.7486 31it 0.01s (initial solution) 1 -20.9953 Inf 0.00s 2 -19.0018 1.9935 0.00s 3 -18.9712 0.0306 0.00s 4 -18.9528 0.0184 0.00s 5 -18.9439 0.0089 0.00s 6 -18.9403 0.0037 0.00s 7 -18.9389 0.0013 0.00s 8 -18.9386 0.0004 0.00s 1 0 -18.9386 8it 0.00s 1 -19.0421 Inf 0.00s 2 -18.8175 0.2246 0.00s 3 -18.7974 0.0201 0.00s 4 -18.7876 0.0099 0.00s 5 -18.7805 0.0071 0.00s 6 -18.7747 0.0058 0.00s 7 -18.7697 0.0050 0.00s 8 -18.7655 0.0042 0.00s 9 -18.7618 0.0036 0.00s 10 -18.7588 0.0031 0.00s 11 -18.7562 0.0026 0.00s 12 -18.7540 0.0021 0.00s 13 -18.7522 0.0018 0.00s 14 -18.7507 0.0015 0.00s 15 -18.7494 0.0013 0.00s 16 -18.7482 0.0012 0.00s 17 -18.7471 0.0011 0.00s 18 -18.7462 0.0009 0.00s 2 1 -18.7462 18it 0.01s (new best) 1 -19.8708 Inf 0.00s 2 -18.9526 0.9182 0.00s 3 -18.9459 0.0067 0.00s 4 -18.9430 0.0028 0.00s 5 -18.9410 0.0021 0.00s 6 -18.9392 0.0018 0.00s 7 -18.9375 0.0016 0.00s 8 -18.9361 0.0015 0.00s 9 -18.9346 0.0014 0.00s 10 -18.9329 0.0018 0.00s 11 -18.9303 0.0026 0.00s 12 -18.9266 0.0037 0.00s 13 -18.9225 0.0042 0.00s 14 -18.9187 0.0038 0.00s 15 -18.9155 0.0032 0.00s 16 -18.9127 0.0027 0.00s 17 -18.9103 0.0024 0.00s 18 -18.9080 0.0023 0.00s 19 -18.9056 0.0024 0.00s 20 -18.9033 0.0024 0.00s 21 -18.9010 0.0023 0.00s 22 -18.8986 0.0024 0.00s 23 -18.8950 0.0036 0.00s 24 -18.8885 0.0065 0.00s 25 -18.8798 0.0087 0.00s 26 -18.8710 0.0089 0.00s 27 -18.8638 0.0072 0.00s 28 -18.8588 0.0050 0.00s 29 -18.8554 0.0034 0.00s 30 -18.8526 0.0027 0.00s 31 -18.8500 0.0026 0.00s 32 -18.8469 0.0031 0.00s 33 -18.8419 0.0050 0.00s 34 -18.8344 0.0076 0.00s 35 -18.8269 0.0075 0.00s 36 -18.8195 0.0074 0.00s 37 -18.8119 0.0076 0.00s 38 -18.8043 0.0076 0.00s 39 -18.7968 0.0075 0.00s 40 -18.7896 0.0072 0.00s 41 -18.7828 0.0067 0.00s 42 -18.7767 0.0061 0.00s 43 -18.7712 0.0055 0.00s 44 -18.7665 0.0047 0.00s 45 -18.7624 0.0041 0.00s 46 -18.7590 0.0035 0.00s 47 -18.7560 0.0029 0.00s 48 -18.7535 0.0025 0.00s 49 -18.7514 0.0022 0.00s 50 -18.7495 0.0019 0.00s 51 -18.7480 0.0015 0.00s 52 -18.7469 0.0011 0.00s 53 -18.7461 0.0008 0.00s 3 0 -18.7461 53it 0.02s (new best) 1 -19.1483 Inf 0.00s 2 -18.8346 0.3137 0.00s 3 -18.8081 0.0265 0.00s 4 -18.7946 0.0135 0.00s 5 -18.7857 0.0089 0.00s 6 -18.7789 0.0068 0.00s 7 -18.7734 0.0056 0.00s 8 -18.7686 0.0047 0.00s 9 -18.7646 0.0040 0.00s 10 -18.7611 0.0035 0.00s 11 -18.7582 0.0030 0.00s 12 -18.7557 0.0025 0.00s 13 -18.7535 0.0021 0.00s 14 -18.7517 0.0018 0.00s 15 -18.7501 0.0016 0.00s 16 -18.7487 0.0014 0.00s 17 -18.7474 0.0012 0.00s 18 -18.7464 0.0010 0.00s 4 0 -18.7464 18it 0.01s 1 -19.2079 Inf 0.00s 2 -18.8302 0.3777 0.00s 3 -18.7920 0.0382 0.00s 4 -18.7736 0.0184 0.00s 5 -18.7634 0.0101 0.00s 6 -18.7575 0.0059 0.00s 7 -18.7538 0.0037 0.00s 8 -18.7513 0.0026 0.00s 9 -18.7494 0.0019 0.00s 10 -18.7480 0.0014 0.00s 11 -18.7470 0.0010 0.00s 12 -18.7462 0.0008 0.00s 5 1 -18.7462 12it 0.01s 1 -19.6834 Inf 0.00s 2 -18.8239 0.8595 0.00s 3 -18.7892 0.0347 0.00s 4 -18.7762 0.0130 0.00s 5 -18.7682 0.0080 0.00s 6 -18.7622 0.0060 0.00s 7 -18.7576 0.0046 0.00s 8 -18.7542 0.0034 0.00s 9 -18.7517 0.0025 0.00s 10 -18.7498 0.0019 0.00s 11 -18.7484 0.0014 0.00s 12 -18.7474 0.0011 0.00s 13 -18.7465 0.0008 0.00s 6 2 -18.7465 13it 0.00s 1 -19.9424 Inf 0.00s 2 -18.9743 0.9681 0.00s 3 -18.9594 0.0149 0.00s 4 -18.9523 0.0071 0.00s 5 -18.9477 0.0046 0.00s 6 -18.9449 0.0028 0.00s 7 -18.9430 0.0019 0.00s 8 -18.9413 0.0016 0.00s 9 -18.9398 0.0015 0.00s 10 -18.9383 0.0015 0.00s 11 -18.9367 0.0016 0.00s 12 -18.9348 0.0019 0.00s 13 -18.9324 0.0024 0.00s 14 -18.9295 0.0029 0.00s 15 -18.9265 0.0030 0.00s 16 -18.9242 0.0023 0.00s 17 -18.9228 0.0015 0.00s 18 -18.9219 0.0009 0.00s 7 3 -18.9219 18it 0.00s 1 -20.2868 Inf 0.00s 2 -19.1826 1.1042 0.00s 3 -19.1263 0.0563 0.00s 4 -19.0675 0.0588 0.00s 5 -19.0089 0.0586 0.00s 6 -18.9484 0.0604 0.00s 7 -18.8781 0.0704 0.00s 8 -18.8081 0.0700 0.00s 9 -18.7750 0.0331 0.00s 10 -18.7653 0.0096 0.00s 11 -18.7601 0.0052 0.00s 12 -18.7562 0.0039 0.00s 13 -18.7531 0.0031 0.00s 14 -18.7507 0.0024 0.00s 15 -18.7489 0.0018 0.00s 16 -18.7476 0.0013 0.00s 17 -18.7466 0.0010 0.00s 8 4 -18.7466 17it 0.01s 1 -19.6385 Inf 0.00s 2 -18.9313 0.7073 0.00s 3 -18.9039 0.0274 0.00s 4 -18.8759 0.0280 0.00s 5 -18.8455 0.0303 0.00s 6 -18.8180 0.0275 0.00s 7 -18.7962 0.0218 0.00s 8 -18.7804 0.0159 0.00s 9 -18.7695 0.0109 0.00s 10 -18.7622 0.0073 0.00s 11 -18.7570 0.0052 0.00s 12 -18.7533 0.0037 0.00s 13 -18.7506 0.0027 0.00s 14 -18.7487 0.0019 0.00s 15 -18.7473 0.0014 0.00s 16 -18.7464 0.0010 0.00s 9 5 -18.7464 16it 0.00s 1 -20.2916 Inf 0.00s 2 -19.1761 1.1155 0.00s 3 -19.1403 0.0358 0.00s 4 -19.0905 0.0498 0.00s 5 -18.9990 0.0915 0.00s 6 -18.8932 0.1057 0.00s 7 -18.8092 0.0841 0.00s 8 -18.7605 0.0487 0.00s 9 -18.7438 0.0167 0.00s 10 -18.7413 0.0025 0.00s 11 -18.7419 0.0006 0.00s 10 6 -18.7419 11it 0.00s (new best) 1 -19.4877 Inf 0.00s 2 -18.8774 0.6103 0.00s 3 -18.8220 0.0555 0.00s 4 -18.7825 0.0395 0.00s 5 -18.7587 0.0238 0.00s 6 -18.7476 0.0112 0.00s 7 -18.7436 0.0040 0.00s 8 -18.7425 0.0011 0.00s 9 -18.7424 0.0001 0.00s 11 0 -18.7424 9it 0.00s 1 -19.9089 Inf 0.00s 2 -19.0544 0.8546 0.00s 3 -18.9381 0.1163 0.00s 4 -18.8441 0.0940 0.00s 5 -18.7819 0.0621 0.00s 6 -18.7555 0.0264 0.00s 7 -18.7431 0.0124 0.00s 8 -18.7381 0.0050 0.00s 9 -18.7371 0.0010 0.00s 10 -18.7377 0.0007 0.00s 12 1 -18.7377 10it 0.01s (new best) 1 -20.3396 Inf 0.00s 2 -18.8673 1.4723 0.00s 3 -18.8240 0.0433 0.00s 4 -18.7947 0.0293 0.00s 5 -18.7767 0.0180 0.00s 6 -18.7655 0.0112 0.00s 7 -18.7582 0.0073 0.00s 8 -18.7536 0.0046 0.00s 9 -18.7509 0.0028 0.00s 10 -18.7491 0.0017 0.00s 11 -18.7479 0.0012 0.00s 12 -18.7470 0.0009 0.00s 13 0 -18.7470 12it 0.00s 1 -19.7406 Inf 0.00s 2 -18.9674 0.7732 0.00s 3 -18.9244 0.0430 0.00s 4 -18.8861 0.0383 0.00s 5 -18.8497 0.0364 0.00s 6 -18.8196 0.0301 0.00s 7 -18.7990 0.0206 0.00s 8 -18.7846 0.0143 0.00s 9 -18.7752 0.0095 0.00s 10 -18.7688 0.0064 0.00s 11 -18.7639 0.0049 0.00s 12 -18.7600 0.0039 0.00s 13 -18.7570 0.0030 0.00s 14 -18.7547 0.0023 0.00s 15 -18.7528 0.0019 0.00s 16 -18.7513 0.0015 0.00s 17 -18.7500 0.0012 0.00s 18 -18.7490 0.0011 0.00s 19 -18.7480 0.0010 0.00s 14 1 -18.7480 19it 0.01s 1 -20.3803 Inf 0.00s 2 -19.2031 1.1773 0.00s 3 -19.1822 0.0209 0.00s 4 -19.1656 0.0166 0.00s 5 -19.1548 0.0108 0.00s 6 -19.1477 0.0071 0.00s 7 -19.1424 0.0053 0.00s 8 -19.1380 0.0044 0.00s 9 -19.1339 0.0042 0.00s 10 -19.1294 0.0044 0.00s 11 -19.1239 0.0055 0.00s 12 -19.1154 0.0085 0.00s 13 -19.0991 0.0163 0.00s 14 -19.0703 0.0288 0.00s 15 -19.0203 0.0500 0.00s 16 -18.9375 0.0828 0.00s 17 -18.8619 0.0756 0.00s 18 -18.8081 0.0538 0.00s 19 -18.7784 0.0297 0.00s 20 -18.7600 0.0184 0.00s 21 -18.7486 0.0115 0.00s 22 -18.7425 0.0061 0.00s 23 -18.7401 0.0024 0.00s 24 -18.7397 0.0004 0.00s 15 2 -18.7397 24it 0.01s 1 -20.7425 Inf 0.00s 2 -18.9399 1.8026 0.00s 3 -18.8998 0.0401 0.00s 4 -18.8782 0.0216 0.00s 5 -18.8646 0.0136 0.00s 6 -18.8554 0.0092 0.00s 7 -18.8470 0.0084 0.00s 8 -18.8346 0.0124 0.00s 9 -18.8225 0.0121 0.00s 10 -18.8151 0.0074 0.00s 11 -18.8090 0.0061 0.00s 12 -18.8007 0.0084 0.00s 13 -18.7901 0.0106 0.00s 14 -18.7813 0.0088 0.00s 15 -18.7739 0.0074 0.00s 16 -18.7677 0.0062 0.00s 17 -18.7627 0.0050 0.00s 18 -18.7586 0.0041 0.00s 19 -18.7553 0.0033 0.00s 20 -18.7527 0.0026 0.00s 21 -18.7506 0.0021 0.00s 22 -18.7490 0.0016 0.00s 23 -18.7477 0.0013 0.00s 24 -18.7468 0.0010 0.00s 16 3 -18.7468 24it 0.01s 1 -19.4995 Inf 0.00s 2 -18.8013 0.6981 0.00s 3 -18.7712 0.0302 0.00s 4 -18.7596 0.0115 0.00s 5 -18.7545 0.0051 0.00s 6 -18.7514 0.0031 0.00s 7 -18.7493 0.0022 0.00s 8 -18.7478 0.0015 0.00s 9 -18.7468 0.0010 0.00s 17 4 -18.7468 9it 0.00s 1 -20.1241 Inf 0.00s 2 -19.1026 1.0215 0.00s 3 -18.9733 0.1294 0.00s 4 -18.8562 0.1170 0.00s 5 -18.7802 0.0760 0.00s 6 -18.7465 0.0337 0.00s 7 -18.7416 0.0049 0.00s 8 -18.7417 0.0001 0.00s 18 5 -18.7417 8it 0.00s 1 -20.4732 Inf 0.00s 2 -19.2156 1.2576 0.00s 3 -19.1992 0.0164 0.00s 4 -19.1907 0.0085 0.00s 5 -19.1845 0.0062 0.00s 6 -19.1773 0.0073 0.00s 7 -19.1699 0.0074 0.00s 8 -19.1631 0.0067 0.00s 9 -19.1560 0.0071 0.00s 10 -19.1489 0.0071 0.00s 11 -19.1421 0.0068 0.00s 12 -19.1358 0.0063 0.00s 13 -19.1295 0.0064 0.00s 14 -19.1228 0.0067 0.00s 15 -19.1158 0.0069 0.00s 16 -19.1090 0.0068 0.00s 17 -19.1029 0.0061 0.00s 18 -19.0975 0.0054 0.00s 19 -19.0916 0.0059 0.00s 20 -19.0819 0.0097 0.00s 21 -19.0566 0.0253 0.00s 22 -19.0117 0.0450 0.00s 23 -18.9705 0.0412 0.00s 24 -18.9347 0.0358 0.00s 25 -18.8875 0.0472 0.00s 26 -18.8462 0.0413 0.00s 27 -18.8069 0.0393 0.00s 28 -18.7798 0.0271 0.00s 29 -18.7654 0.0144 0.00s 30 -18.7575 0.0079 0.00s 31 -18.7529 0.0046 0.00s 32 -18.7502 0.0028 0.00s 33 -18.7483 0.0018 0.00s 34 -18.7471 0.0013 0.00s 35 -18.7462 0.0009 0.00s 19 6 -18.7462 35it 0.01s 1 -19.8576 Inf 0.00s 2 -18.9913 0.8662 0.00s 3 -18.9679 0.0234 0.00s 4 -18.9443 0.0236 0.00s 5 -18.9142 0.0301 0.00s 6 -18.8749 0.0393 0.00s 7 -18.8395 0.0354 0.00s 8 -18.8184 0.0211 0.00s 9 -18.8053 0.0130 0.00s 10 -18.7944 0.0109 0.00s 11 -18.7848 0.0096 0.00s 12 -18.7775 0.0073 0.00s 13 -18.7720 0.0055 0.00s 14 -18.7675 0.0045 0.00s 15 -18.7635 0.0040 0.00s 16 -18.7601 0.0034 0.00s 17 -18.7573 0.0028 0.00s 18 -18.7550 0.0023 0.00s 19 -18.7531 0.0019 0.00s 20 -18.7516 0.0015 0.00s 21 -18.7504 0.0012 0.00s 22 -18.7493 0.0010 0.00s 23 -18.7484 0.0009 0.00s 20 7 -18.7484 23it 0.01s 1 -19.5691 Inf 0.00s 2 -19.0031 0.5660 0.00s 3 -18.8924 0.1107 0.00s 4 -18.8322 0.0602 0.00s 5 -18.7914 0.0409 0.00s 6 -18.7688 0.0226 0.00s 7 -18.7574 0.0113 0.00s 8 -18.7514 0.0060 0.00s 9 -18.7482 0.0032 0.00s 10 -18.7464 0.0017 0.00s 11 -18.7455 0.0010 0.00s 21 8 -18.7455 11it 0.01s 1 -20.2972 Inf 0.00s 2 -19.2169 1.0804 0.00s 3 -19.1828 0.0340 0.00s 4 -19.1438 0.0391 0.00s 5 -19.0949 0.0489 0.00s 6 -19.0379 0.0570 0.00s 7 -18.9758 0.0621 0.00s 8 -18.9068 0.0690 0.00s 9 -18.8289 0.0779 0.00s 10 -18.7833 0.0456 0.00s 11 -18.7629 0.0204 0.00s 12 -18.7512 0.0116 0.00s 13 -18.7453 0.0059 0.00s 14 -18.7430 0.0024 0.00s 15 -18.7423 0.0006 0.00s 22 9 -18.7423 15it 0.00s 1 -19.5483 Inf 0.00s 2 -18.8643 0.6840 0.00s 3 -18.8198 0.0446 0.00s 4 -18.7894 0.0303 0.00s 5 -18.7689 0.0205 0.00s 6 -18.7565 0.0124 0.00s 7 -18.7502 0.0063 0.00s 8 -18.7472 0.0030 0.00s 9 -18.7458 0.0015 0.00s 10 -18.7450 0.0008 0.00s 23 10 -18.7450 10it 0.00s 1 -19.9208 Inf 0.00s 2 -18.9620 0.9588 0.00s 3 -18.9551 0.0069 0.00s 4 -18.9479 0.0072 0.00s 5 -18.9369 0.0110 0.00s 6 -18.9188 0.0181 0.00s 7 -18.9009 0.0179 0.00s 8 -18.8867 0.0142 0.00s 9 -18.8735 0.0133 0.00s 10 -18.8597 0.0138 0.00s 11 -18.8454 0.0143 0.00s 12 -18.8319 0.0135 0.00s 13 -18.8199 0.0120 0.00s 14 -18.8083 0.0116 0.00s 15 -18.7956 0.0127 0.00s 16 -18.7825 0.0131 0.00s 17 -18.7687 0.0137 0.00s 18 -18.7569 0.0118 0.00s 19 -18.7522 0.0047 0.00s 20 -18.7507 0.0016 0.00s 21 -18.7499 0.0008 0.00s 24 11 -18.7499 21it 0.01s 1 -19.7868 Inf 0.00s 2 -18.7990 0.9878 0.00s 3 -18.7589 0.0401 0.00s 4 -18.7449 0.0140 0.00s 5 -18.7414 0.0035 0.00s 6 -18.7412 0.0002 0.00s 25 12 -18.7412 6it 0.00s 1 -20.2118 Inf 0.00s 2 -18.8815 1.3303 0.00s 3 -18.8267 0.0548 0.00s 4 -18.7944 0.0323 0.00s 5 -18.7760 0.0184 0.00s 6 -18.7644 0.0116 0.00s 7 -18.7568 0.0075 0.00s 8 -18.7523 0.0045 0.00s 9 -18.7498 0.0025 0.00s 10 -18.7483 0.0015 0.00s 11 -18.7473 0.0010 0.00s 12 -18.7465 0.0007 0.00s 26 13 -18.7465 12it 0.01s 1 -20.2986 Inf 0.00s 2 -19.2186 1.0800 0.00s 3 -19.2019 0.0167 0.00s 4 -19.1846 0.0173 0.00s 5 -19.1644 0.0203 0.00s 6 -19.1417 0.0226 0.00s 7 -19.1150 0.0267 0.00s 8 -19.0782 0.0368 0.00s 9 -19.0151 0.0631 0.00s 10 -18.9204 0.0947 0.00s 11 -18.8322 0.0882 0.00s 12 -18.7771 0.0551 0.00s 13 -18.7529 0.0242 0.00s 14 -18.7424 0.0105 0.00s 15 -18.7389 0.0035 0.00s 16 -18.7385 0.0003 0.00s 27 14 -18.7385 16it 0.00s 1 -19.3088 Inf 0.00s 2 -18.8305 0.4783 0.00s 3 -18.7861 0.0444 0.00s 4 -18.7664 0.0197 0.00s 5 -18.7564 0.0099 0.00s 6 -18.7515 0.0049 0.00s 7 -18.7489 0.0026 0.00s 8 -18.7474 0.0015 0.00s 9 -18.7465 0.0010 0.00s 28 15 -18.7465 9it 0.00s Initial clusters = [ 84, 179, 117, ] 1 -431.9556 Inf 0.00s 2 -19.2974 412.6582 0.00s 3 -19.2538 0.0436 0.00s 4 -19.2229 0.0309 0.00s 5 -19.1853 0.0376 0.00s 6 -19.1404 0.0449 0.00s 7 -19.0699 0.0706 0.00s 8 -18.9844 0.0855 0.00s 9 -18.9339 0.0505 0.00s 10 -18.9097 0.0242 0.00s 11 -18.8952 0.0146 0.00s 12 -18.8846 0.0106 0.00s 13 -18.8739 0.0107 0.00s 14 -18.8610 0.0129 0.00s 15 -18.8468 0.0141 0.00s 16 -18.8314 0.0155 0.00s 17 -18.8132 0.0181 0.00s 18 -18.7987 0.0146 0.00s 19 -18.7894 0.0093 0.00s 20 -18.7820 0.0074 0.00s 21 -18.7757 0.0063 0.00s 22 -18.7702 0.0055 0.00s 23 -18.7656 0.0046 0.00s 24 -18.7617 0.0039 0.00s 25 -18.7585 0.0032 0.00s 26 -18.7559 0.0026 0.00s 27 -18.7538 0.0021 0.00s 28 -18.7521 0.0017 0.00s 29 -18.7508 0.0014 0.00s 30 -18.7496 0.0011 0.00s 31 -18.7486 0.0010 0.00s 0 -18.7486 31it 0.01s (initial population) Initial clusters = [ 142, 233, 161, ] 1 -450.8234 Inf 0.00s 2 -19.2498 431.5736 0.00s 3 -19.2358 0.0140 0.00s 4 -19.2298 0.0059 0.00s 5 -19.2232 0.0067 0.00s 6 -19.2129 0.0102 0.00s 7 -19.1959 0.0170 0.00s 8 -19.1704 0.0256 0.00s 9 -19.1406 0.0298 0.00s 10 -19.1121 0.0285 0.00s 11 -19.0848 0.0273 0.00s 12 -19.0545 0.0304 0.00s 13 -19.0178 0.0367 0.00s 14 -18.9762 0.0416 0.00s 15 -18.9359 0.0403 0.00s 16 -18.9022 0.0337 0.00s 17 -18.8778 0.0244 0.00s 18 -18.8632 0.0147 0.00s 19 -18.8536 0.0096 0.00s 20 -18.8467 0.0069 0.00s 21 -18.8411 0.0057 0.00s 22 -18.8358 0.0052 0.00s 23 -18.8305 0.0053 0.00s 24 -18.8248 0.0057 0.00s 25 -18.8187 0.0062 0.00s 26 -18.8121 0.0066 0.00s 27 -18.8051 0.0070 0.00s 28 -18.7979 0.0072 0.00s 29 -18.7908 0.0071 0.00s 30 -18.7840 0.0068 0.00s 31 -18.7778 0.0063 0.00s 32 -18.7722 0.0056 0.00s 33 -18.7673 0.0049 0.00s 34 -18.7632 0.0041 0.00s 35 -18.7597 0.0035 0.00s 36 -18.7567 0.0029 0.00s 37 -18.7543 0.0025 0.00s 38 -18.7522 0.0021 0.00s 39 -18.7504 0.0018 0.00s 40 -18.7489 0.0016 0.00s 41 -18.7475 0.0013 0.00s 42 -18.7465 0.0010 0.00s 43 -18.7458 0.0007 0.00s 0 -18.7458 43it 0.01s (initial population) Initial clusters = [ 281, 115, 274, ] 1 -384.1450 Inf 0.00s 2 -19.1350 365.0100 0.00s 3 -19.1271 0.0080 0.00s 4 -19.1242 0.0028 0.00s 5 -19.1221 0.0022 0.00s 6 -19.1202 0.0019 0.00s 7 -19.1187 0.0014 0.00s 8 -19.1179 0.0008 0.00s 0 -19.1179 8it 0.01s (initial population) Initial clusters = [ 49, 253, 81, ] 1 -300.8292 Inf 0.00s 2 -19.2688 281.5605 0.00s 3 -19.1533 0.1154 0.00s 4 -19.0550 0.0984 0.00s 5 -18.9889 0.0661 0.00s 6 -18.9383 0.0506 0.00s 7 -18.9096 0.0287 0.00s 8 -18.8990 0.0106 0.00s 9 -18.8952 0.0038 0.00s 10 -18.8933 0.0020 0.00s 11 -18.8918 0.0015 0.00s 12 -18.8907 0.0011 0.00s 13 -18.8900 0.0007 0.00s 0 -18.8900 13it 0.00s (initial population) Initial clusters = [ 277, 45, 80, ] 1 -399.4921 Inf 0.00s 2 -19.2266 380.2655 0.00s 3 -19.0858 0.1407 0.00s 4 -18.9709 0.1149 0.00s 5 -18.8772 0.0938 0.00s 6 -18.8013 0.0758 0.00s 7 -18.7532 0.0482 0.00s 8 -18.7357 0.0175 0.00s 9 -18.7332 0.0025 0.00s 10 -18.7347 0.0015 0.00s 11 -18.7369 0.0021 0.00s 12 -18.7387 0.0019 0.00s 13 -18.7402 0.0015 0.00s 14 -18.7413 0.0011 0.00s 15 -18.7421 0.0008 0.00s 0 -18.7421 15it 0.00s (initial population) Initial clusters = [ 157, 83, 235, ] 1 -421.7079 Inf 0.00s 2 -19.1606 402.5473 0.00s 3 -19.1090 0.0516 0.00s 4 -19.0492 0.0598 0.00s 5 -18.9645 0.0847 0.00s 6 -18.8625 0.1019 0.00s 7 -18.7810 0.0815 0.00s 8 -18.7442 0.0368 0.00s 9 -18.7367 0.0075 0.00s 10 -18.7370 0.0003 0.00s 0 -18.7370 10it 0.00s (initial population) Initial clusters = [ 264, 26, 68, ] 1 -460.8601 Inf 0.00s 2 -19.3679 441.4922 0.00s 3 -19.3154 0.0525 0.00s 4 -19.2783 0.0370 0.00s 5 -19.2449 0.0335 0.00s 6 -19.2084 0.0365 0.00s 7 -19.1668 0.0416 0.00s 8 -19.1240 0.0427 0.00s 9 -19.0872 0.0369 0.00s 10 -19.0523 0.0348 0.00s 11 -19.0114 0.0409 0.00s 12 -18.9642 0.0472 0.00s 13 -18.9172 0.0470 0.00s 14 -18.8708 0.0465 0.00s 15 -18.8298 0.0410 0.00s 16 -18.8028 0.0269 0.00s 17 -18.7873 0.0156 0.00s 18 -18.7772 0.0100 0.00s 19 -18.7699 0.0073 0.00s 20 -18.7641 0.0058 0.00s 21 -18.7595 0.0046 0.00s 22 -18.7558 0.0037 0.00s 23 -18.7530 0.0029 0.00s 24 -18.7508 0.0022 0.00s 25 -18.7491 0.0017 0.00s 26 -18.7477 0.0013 0.00s 27 -18.7468 0.0010 0.00s 0 -18.7468 27it 0.01s (initial population) Initial clusters = [ 59, 123, 233, ] 1 -505.1671 Inf 0.00s 2 -19.0855 486.0816 0.00s 3 -18.9322 0.1533 0.00s 4 -18.8284 0.1038 0.00s 5 -18.7765 0.0518 0.00s 6 -18.7589 0.0177 0.00s 7 -18.7527 0.0062 0.00s 8 -18.7498 0.0029 0.00s 9 -18.7480 0.0017 0.00s 10 -18.7469 0.0012 0.00s 11 -18.7460 0.0008 0.00s 0 -18.7460 11it 0.00s (initial population) Initial clusters = [ 289, 215, 4, ] 1 -441.5875 Inf 0.00s 2 -19.3204 422.2671 0.00s 3 -19.2625 0.0579 0.00s 4 -19.2398 0.0227 0.00s 5 -19.2251 0.0147 0.00s 6 -19.2116 0.0136 0.00s 7 -19.1954 0.0161 0.00s 8 -19.1759 0.0196 0.00s 9 -19.1560 0.0199 0.00s 10 -19.1343 0.0217 0.00s 11 -19.0981 0.0362 0.00s 12 -19.0385 0.0595 0.00s 13 -18.9896 0.0489 0.00s 14 -18.9590 0.0306 0.00s 15 -18.9351 0.0239 0.00s 16 -18.9173 0.0178 0.00s 17 -18.9059 0.0114 0.00s 18 -18.8965 0.0093 0.00s 19 -18.8809 0.0156 0.00s 20 -18.8668 0.0141 0.00s 21 -18.8563 0.0104 0.00s 22 -18.8478 0.0086 0.00s 23 -18.8399 0.0078 0.00s 24 -18.8298 0.0102 0.00s 25 -18.8166 0.0132 0.00s 26 -18.8059 0.0107 0.00s 27 -18.7992 0.0067 0.00s 28 -18.7937 0.0055 0.00s 29 -18.7872 0.0066 0.00s 30 -18.7786 0.0085 0.00s 31 -18.7695 0.0091 0.00s 32 -18.7620 0.0075 0.00s 33 -18.7566 0.0054 0.00s 34 -18.7528 0.0038 0.00s 35 -18.7501 0.0027 0.00s 36 -18.7481 0.0019 0.00s 37 -18.7468 0.0014 0.00s 38 -18.7459 0.0009 0.00s 0 -18.7459 38it 0.01s (initial population) Initial clusters = [ 269, 65, 262, ] 1 -537.3009 Inf 0.00s 2 -19.0924 518.2084 0.00s 3 -19.0359 0.0566 0.00s 4 -19.0064 0.0295 0.00s 5 -18.9840 0.0225 0.00s 6 -18.9635 0.0204 0.00s 7 -18.9431 0.0204 0.00s 8 -18.9280 0.0151 0.00s 9 -18.9195 0.0085 0.00s 10 -18.9147 0.0048 0.00s 11 -18.9116 0.0031 0.00s 12 -18.9093 0.0023 0.00s 13 -18.9073 0.0020 0.00s 14 -18.9054 0.0019 0.00s 15 -18.9034 0.0020 0.00s 16 -18.9011 0.0023 0.00s 17 -18.8984 0.0027 0.00s 18 -18.8950 0.0034 0.00s 19 -18.8906 0.0043 0.00s 20 -18.8847 0.0060 0.00s 21 -18.8745 0.0101 0.00s 22 -18.8611 0.0134 0.00s 23 -18.8517 0.0094 0.00s 24 -18.8452 0.0064 0.00s 25 -18.8394 0.0058 0.00s 26 -18.8315 0.0079 0.00s 27 -18.8208 0.0107 0.00s 28 -18.8110 0.0098 0.00s 29 -18.8019 0.0091 0.00s 30 -18.7932 0.0087 0.00s 31 -18.7850 0.0081 0.00s 32 -18.7777 0.0074 0.00s 33 -18.7711 0.0065 0.00s 34 -18.7656 0.0056 0.00s 35 -18.7609 0.0047 0.00s 36 -18.7571 0.0038 0.00s 37 -18.7540 0.0031 0.00s 38 -18.7516 0.0024 0.00s 39 -18.7497 0.0019 0.00s 40 -18.7482 0.0015 0.00s 41 -18.7471 0.0011 0.00s 42 -18.7463 0.0008 0.00s 0 -18.7463 42it 0.01s (initial population) Initial clusters = [ 285, 39, 163, ] 1 -317.7257 Inf 0.00s 2 -19.1924 298.5333 0.00s 3 -19.0401 0.1523 0.00s 4 -18.9564 0.0837 0.00s 5 -18.9001 0.0563 0.00s 6 -18.8635 0.0366 0.00s 7 -18.8398 0.0236 0.00s 8 -18.8196 0.0202 0.00s 9 -18.8046 0.0151 0.00s 10 -18.7954 0.0091 0.00s 11 -18.7882 0.0072 0.00s 12 -18.7818 0.0064 0.00s 13 -18.7761 0.0058 0.00s 14 -18.7709 0.0051 0.00s 15 -18.7664 0.0045 0.00s 16 -18.7625 0.0039 0.00s 17 -18.7592 0.0033 0.00s 18 -18.7565 0.0028 0.00s 19 -18.7541 0.0023 0.00s 20 -18.7522 0.0020 0.00s 21 -18.7504 0.0017 0.00s 22 -18.7489 0.0015 0.00s 23 -18.7476 0.0013 0.00s 24 -18.7466 0.0010 0.00s 25 -18.7459 0.0007 0.00s 0 -18.7459 25it 0.01s (initial population) Initial clusters = [ 99, 103, 220, ] 1 -371.5106 Inf 0.00s 2 -19.3434 352.1672 0.00s 3 -19.3226 0.0208 0.00s 4 -19.3057 0.0169 0.00s 5 -19.2830 0.0227 0.00s 6 -19.2540 0.0289 0.00s 7 -19.2246 0.0294 0.00s 8 -19.1994 0.0252 0.00s 9 -19.1774 0.0219 0.00s 10 -19.1583 0.0191 0.00s 11 -19.1400 0.0183 0.00s 12 -19.1212 0.0187 0.00s 13 -19.1052 0.0160 0.00s 14 -19.0889 0.0163 0.00s 15 -19.0646 0.0243 0.00s 16 -19.0420 0.0226 0.00s 17 -19.0250 0.0169 0.00s 18 -19.0108 0.0143 0.00s 19 -18.9966 0.0141 0.00s 20 -18.9811 0.0156 0.00s 21 -18.9631 0.0180 0.00s 22 -18.9409 0.0221 0.00s 23 -18.9109 0.0300 0.00s 24 -18.8768 0.0341 0.00s 25 -18.8476 0.0292 0.00s 26 -18.8265 0.0210 0.00s 27 -18.8136 0.0130 0.00s 28 -18.8048 0.0088 0.00s 29 -18.7973 0.0075 0.00s 30 -18.7903 0.0070 0.00s 31 -18.7838 0.0066 0.00s 32 -18.7777 0.0061 0.00s 33 -18.7722 0.0055 0.00s 34 -18.7674 0.0048 0.00s 35 -18.7633 0.0041 0.00s 36 -18.7598 0.0035 0.00s 37 -18.7568 0.0030 0.00s 38 -18.7543 0.0025 0.00s 39 -18.7521 0.0022 0.00s 40 -18.7502 0.0019 0.00s 41 -18.7486 0.0016 0.00s 42 -18.7473 0.0013 0.00s 43 -18.7464 0.0009 0.00s 0 -18.7464 43it 0.02s (initial population) Initial clusters = [ 106, 255, 147, ] 1 -387.8624 Inf 0.00s 2 -19.0026 368.8598 0.00s 3 -18.8998 0.1027 0.00s 4 -18.8205 0.0793 0.00s 5 -18.7845 0.0360 0.00s 6 -18.7716 0.0129 0.00s 7 -18.7659 0.0057 0.00s 8 -18.7624 0.0035 0.00s 9 -18.7598 0.0027 0.00s 10 -18.7575 0.0023 0.00s 11 -18.7555 0.0020 0.00s 12 -18.7537 0.0017 0.00s 13 -18.7523 0.0015 0.00s 14 -18.7510 0.0012 0.00s 15 -18.7500 0.0010 0.00s 16 -18.7491 0.0009 0.00s 0 -18.7491 16it 0.01s (initial population) Initial clusters = [ 184, 91, 1, ] 1 -458.7382 Inf 0.00s 2 -19.2795 439.4587 0.00s 3 -19.1607 0.1188 0.00s 4 -19.0671 0.0936 0.00s 5 -19.0132 0.0539 0.00s 6 -18.9814 0.0318 0.00s 7 -18.9581 0.0233 0.00s 8 -18.9406 0.0175 0.00s 9 -18.9270 0.0136 0.00s 10 -18.9158 0.0112 0.00s 11 -18.9075 0.0083 0.00s 12 -18.9010 0.0065 0.00s 13 -18.8948 0.0062 0.00s 14 -18.8876 0.0072 0.00s 15 -18.8776 0.0099 0.00s 16 -18.8624 0.0152 0.00s 17 -18.8388 0.0237 0.00s 18 -18.8091 0.0297 0.00s 19 -18.7826 0.0265 0.00s 20 -18.7664 0.0162 0.00s 21 -18.7578 0.0086 0.00s 22 -18.7530 0.0048 0.00s 23 -18.7501 0.0029 0.00s 24 -18.7483 0.0018 0.00s 25 -18.7469 0.0013 0.00s 26 -18.7459 0.0010 0.00s 27 -18.7452 0.0008 0.00s 0 -18.7452 27it 0.01s (initial population) Initial clusters = [ 290, 7, 217, ] 1 -455.6394 Inf 0.00s 2 -19.3226 436.3168 0.00s 3 -19.2572 0.0654 0.00s 4 -19.1863 0.0709 0.00s 5 -19.1091 0.0772 0.00s 6 -19.0424 0.0667 0.00s 7 -18.9864 0.0560 0.00s 8 -18.9478 0.0386 0.00s 9 -18.9229 0.0249 0.00s 10 -18.9045 0.0184 0.00s 11 -18.8895 0.0151 0.00s 12 -18.8754 0.0140 0.00s 13 -18.8623 0.0132 0.00s 14 -18.8505 0.0118 0.00s 15 -18.8404 0.0101 0.00s 16 -18.8302 0.0102 0.00s 17 -18.8169 0.0133 0.00s 18 -18.8021 0.0147 0.00s 19 -18.7873 0.0148 0.00s 20 -18.7676 0.0197 0.00s 21 -18.7494 0.0182 0.00s 22 -18.7416 0.0078 0.00s 23 -18.7398 0.0018 0.00s 24 -18.7401 0.0003 0.00s 0 -18.7401 24it 0.01s (initial population) Initial clusters = [ 249, 93, 149, ] 1 -352.3483 Inf 0.00s 2 -19.3788 332.9695 0.00s 3 -19.3531 0.0257 0.00s 4 -19.3313 0.0218 0.00s 5 -19.3022 0.0291 0.00s 6 -19.2593 0.0429 0.00s 7 -19.1839 0.0754 0.00s 8 -19.0834 0.1005 0.00s 9 -19.0051 0.0784 0.00s 10 -18.9527 0.0524 0.00s 11 -18.9141 0.0385 0.00s 12 -18.8840 0.0302 0.00s 13 -18.8615 0.0225 0.00s 14 -18.8459 0.0156 0.00s 15 -18.8348 0.0111 0.00s 16 -18.8261 0.0088 0.00s 17 -18.8182 0.0079 0.00s 18 -18.8104 0.0078 0.00s 19 -18.8025 0.0080 0.00s 20 -18.7943 0.0082 0.00s 21 -18.7862 0.0081 0.00s 22 -18.7785 0.0077 0.00s 23 -18.7717 0.0069 0.00s 24 -18.7658 0.0059 0.00s 25 -18.7609 0.0049 0.00s 26 -18.7570 0.0039 0.00s 27 -18.7539 0.0031 0.00s 28 -18.7514 0.0025 0.00s 29 -18.7495 0.0019 0.00s 30 -18.7481 0.0014 0.00s 31 -18.7470 0.0011 0.00s 32 -18.7462 0.0008 0.00s 0 -18.7462 32it 0.02s (initial population) Initial clusters = [ 71, 35, 27, ] 1 -322.5374 Inf 0.00s 2 -19.1687 303.3687 0.00s 3 -19.0448 0.1239 0.00s 4 -18.9625 0.0823 0.00s 5 -18.9168 0.0457 0.00s 6 -18.8912 0.0256 0.00s 7 -18.8734 0.0179 0.00s 8 -18.8574 0.0160 0.00s 9 -18.8418 0.0156 0.00s 10 -18.8261 0.0158 0.00s 11 -18.8086 0.0175 0.00s 12 -18.7946 0.0140 0.00s 13 -18.7860 0.0086 0.00s 14 -18.7793 0.0066 0.00s 15 -18.7737 0.0057 0.00s 16 -18.7687 0.0049 0.00s 17 -18.7645 0.0042 0.00s 18 -18.7609 0.0036 0.00s 19 -18.7579 0.0030 0.00s 20 -18.7555 0.0024 0.00s 21 -18.7535 0.0020 0.00s 22 -18.7518 0.0016 0.00s 23 -18.7505 0.0014 0.00s 24 -18.7493 0.0012 0.00s 25 -18.7483 0.0010 0.00s 26 -18.7473 0.0010 0.00s 0 -18.7473 26it 0.01s (initial population) Initial clusters = [ 291, 131, 260, ] 1 -351.1127 Inf 0.00s 2 -19.0660 332.0468 0.00s 3 -18.9823 0.0837 0.00s 4 -18.9540 0.0283 0.00s 5 -18.9315 0.0225 0.00s 6 -18.9124 0.0192 0.00s 7 -18.8963 0.0160 0.00s 8 -18.8832 0.0132 0.00s 9 -18.8741 0.0091 0.00s 10 -18.8671 0.0070 0.00s 11 -18.8611 0.0060 0.00s 12 -18.8554 0.0056 0.00s 13 -18.8496 0.0059 0.00s 14 -18.8432 0.0064 0.00s 15 -18.8367 0.0065 0.00s 16 -18.8305 0.0063 0.00s 17 -18.8239 0.0066 0.00s 18 -18.8165 0.0074 0.00s 19 -18.8090 0.0075 0.00s 20 -18.8018 0.0073 0.00s 21 -18.7929 0.0089 0.00s 22 -18.7784 0.0145 0.00s 23 -18.7581 0.0203 0.00s 24 -18.7441 0.0140 0.00s 25 -18.7396 0.0045 0.00s 26 -18.7391 0.0005 0.00s 0 -18.7391 26it 0.02s (initial population) Initial clusters = [ 66, 106, 73, ] 1 -501.3309 Inf 0.00s 2 -19.0720 482.2590 0.00s 3 -18.9425 0.1295 0.00s 4 -18.8676 0.0749 0.00s 5 -18.8261 0.0415 0.00s 6 -18.8044 0.0217 0.00s 7 -18.7916 0.0128 0.00s 8 -18.7826 0.0090 0.00s 9 -18.7755 0.0071 0.00s 10 -18.7696 0.0059 0.00s 11 -18.7647 0.0049 0.00s 12 -18.7606 0.0041 0.00s 13 -18.7571 0.0035 0.00s 14 -18.7541 0.0030 0.00s 15 -18.7516 0.0025 0.00s 16 -18.7496 0.0020 0.00s 17 -18.7481 0.0015 0.00s 18 -18.7470 0.0011 0.00s 19 -18.7462 0.0008 0.00s 0 -18.7462 19it 0.01s (initial population) Initial clusters = [ 153, 276, 20, ] 1 -504.0082 Inf 0.00s 2 -19.3444 484.6638 0.00s 3 -19.2944 0.0501 0.00s 4 -19.2720 0.0223 0.00s 5 -19.2565 0.0155 0.00s 6 -19.2435 0.0131 0.00s 7 -19.2300 0.0134 0.00s 8 -19.2164 0.0137 0.00s 9 -19.2029 0.0135 0.00s 10 -19.1913 0.0115 0.00s 11 -19.1808 0.0105 0.00s 12 -19.1690 0.0118 0.00s 13 -19.1539 0.0151 0.00s 14 -19.1349 0.0190 0.00s 15 -19.1134 0.0215 0.00s 16 -19.0886 0.0248 0.00s 17 -19.0497 0.0389 0.00s 18 -18.9955 0.0542 0.00s 19 -18.9354 0.0601 0.00s 20 -18.8886 0.0468 0.00s 21 -18.8343 0.0543 0.00s 22 -18.7907 0.0436 0.00s 23 -18.7769 0.0137 0.00s 24 -18.7698 0.0072 0.00s 25 -18.7642 0.0056 0.00s 26 -18.7596 0.0046 0.00s 27 -18.7559 0.0037 0.00s 28 -18.7530 0.0029 0.00s 29 -18.7508 0.0023 0.00s 30 -18.7490 0.0018 0.00s 31 -18.7477 0.0013 0.00s 32 -18.7467 0.0010 0.00s 0 -18.7467 32it 0.01s (initial population) Initial clusters = [ 110, 242, 27, ] 1 -335.3928 Inf 0.00s 2 -19.2621 316.1307 0.00s 3 -19.1825 0.0796 0.00s 4 -19.1197 0.0628 0.00s 5 -19.0446 0.0751 0.00s 6 -18.9776 0.0670 0.00s 7 -18.9283 0.0493 0.00s 8 -18.8871 0.0412 0.00s 9 -18.8497 0.0373 0.00s 10 -18.8207 0.0291 0.00s 11 -18.8000 0.0206 0.00s 12 -18.7885 0.0115 0.00s 13 -18.7812 0.0073 0.00s 14 -18.7754 0.0058 0.00s 15 -18.7704 0.0050 0.00s 16 -18.7660 0.0044 0.00s 17 -18.7622 0.0038 0.00s 18 -18.7590 0.0032 0.00s 19 -18.7562 0.0027 0.00s 20 -18.7540 0.0023 0.00s 21 -18.7520 0.0019 0.00s 22 -18.7504 0.0017 0.00s 23 -18.7489 0.0015 0.00s 24 -18.7477 0.0013 0.00s 25 -18.7466 0.0010 0.00s 26 -18.7459 0.0008 0.00s 0 -18.7459 26it 0.02s (initial population) Initial clusters = [ 198, 138, 116, ] 1 -544.3056 Inf 0.00s 2 -19.1620 525.1436 0.00s 3 -19.0406 0.1214 0.00s 4 -18.9297 0.1110 0.00s 5 -18.8477 0.0820 0.00s 6 -18.8021 0.0457 0.00s 7 -18.7843 0.0178 0.00s 8 -18.7784 0.0058 0.00s 9 -18.7751 0.0033 0.00s 10 -18.7718 0.0034 0.00s 11 -18.7677 0.0041 0.00s 12 -18.7629 0.0047 0.00s 13 -18.7585 0.0044 0.00s 14 -18.7550 0.0035 0.00s 15 -18.7523 0.0027 0.00s 16 -18.7503 0.0020 0.00s 17 -18.7487 0.0016 0.00s 18 -18.7475 0.0012 0.00s 19 -18.7466 0.0009 0.00s 0 -18.7466 19it 0.01s (initial population) Initial clusters = [ 92, 192, 4, ] 1 -437.1215 Inf 0.00s 2 -19.0788 418.0428 0.00s 3 -19.0006 0.0782 0.00s 4 -18.9658 0.0349 0.00s 5 -18.9493 0.0165 0.00s 6 -18.9382 0.0111 0.00s 7 -18.9300 0.0082 0.00s 8 -18.9239 0.0061 0.00s 9 -18.9193 0.0046 0.00s 10 -18.9157 0.0036 0.00s 11 -18.9129 0.0028 0.00s 12 -18.9107 0.0022 0.00s 13 -18.9089 0.0018 0.00s 14 -18.9075 0.0014 0.00s 15 -18.9063 0.0012 0.00s 16 -18.9054 0.0009 0.00s 0 -18.9054 16it 0.01s (initial population) Initial clusters = [ 48, 56, 57, ] 1 -306.9229 Inf 0.00s 2 -18.9711 287.9519 0.00s 3 -18.8580 0.1130 0.00s 4 -18.7982 0.0599 0.00s 5 -18.7743 0.0239 0.00s 6 -18.7644 0.0099 0.00s 7 -18.7595 0.0049 0.00s 8 -18.7566 0.0030 0.00s 9 -18.7545 0.0021 0.00s 10 -18.7529 0.0016 0.00s 11 -18.7516 0.0013 0.00s 12 -18.7505 0.0011 0.00s 13 -18.7495 0.0010 0.00s 14 -18.7485 0.0009 0.00s 0 -18.7485 14it 0.01s (initial population) Initial clusters = [ 75, 17, 163, ] 1 -416.6153 Inf 0.00s 2 -19.3767 397.2386 0.00s 3 -19.3197 0.0570 0.00s 4 -19.2853 0.0344 0.00s 5 -19.2410 0.0443 0.00s 6 -19.1738 0.0672 0.00s 7 -19.0836 0.0902 0.00s 8 -18.9938 0.0898 0.00s 9 -18.9223 0.0715 0.00s 10 -18.8776 0.0447 0.00s 11 -18.8517 0.0258 0.00s 12 -18.8333 0.0185 0.00s 13 -18.8192 0.0140 0.00s 14 -18.8086 0.0106 0.00s 15 -18.7997 0.0090 0.00s 16 -18.7917 0.0080 0.00s 17 -18.7845 0.0072 0.00s 18 -18.7781 0.0064 0.00s 19 -18.7724 0.0057 0.00s 20 -18.7675 0.0049 0.00s 21 -18.7632 0.0042 0.00s 22 -18.7597 0.0036 0.00s 23 -18.7567 0.0030 0.00s 24 -18.7541 0.0026 0.00s 25 -18.7519 0.0022 0.00s 26 -18.7499 0.0019 0.00s 27 -18.7483 0.0016 0.00s 28 -18.7471 0.0012 0.00s 29 -18.7463 0.0009 0.00s 0 -18.7463 29it 0.01s (initial population) Initial clusters = [ 246, 116, 15, ] 1 -595.2121 Inf 0.00s 2 -19.3080 575.9040 0.00s 3 -19.2378 0.0703 0.00s 4 -19.1413 0.0965 0.00s 5 -19.0436 0.0977 0.00s 6 -18.9657 0.0779 0.00s 7 -18.9120 0.0537 0.00s 8 -18.8851 0.0269 0.00s 9 -18.8789 0.0061 0.00s 10 -18.8795 0.0005 0.00s 0 -18.8795 10it 0.00s (initial population) Initial clusters = [ 225, 287, 203, ] 1 -435.5567 Inf 0.00s 2 -19.3258 416.2309 0.00s 3 -19.2808 0.0450 0.00s 4 -19.2582 0.0226 0.00s 5 -19.2376 0.0206 0.00s 6 -19.2159 0.0216 0.00s 7 -19.1917 0.0242 0.00s 8 -19.1627 0.0290 0.00s 9 -19.1183 0.0444 0.00s 10 -19.0376 0.0807 0.00s 11 -18.9367 0.1009 0.00s 12 -18.8626 0.0741 0.00s 13 -18.8245 0.0381 0.00s 14 -18.8036 0.0209 0.00s 15 -18.7907 0.0129 0.00s 16 -18.7813 0.0094 0.00s 17 -18.7737 0.0076 0.00s 18 -18.7675 0.0062 0.00s 19 -18.7623 0.0051 0.00s 20 -18.7582 0.0042 0.00s 21 -18.7548 0.0033 0.00s 22 -18.7522 0.0026 0.00s 23 -18.7501 0.0021 0.00s 24 -18.7485 0.0016 0.00s 25 -18.7473 0.0012 0.00s 26 -18.7464 0.0009 0.00s 0 -18.7464 26it 0.01s (initial population) Initial clusters = [ 295, 242, 265, ] 1 -382.1850 Inf 0.00s 2 -19.2452 362.9398 0.00s 3 -19.0882 0.1570 0.00s 4 -18.9759 0.1123 0.00s 5 -18.9125 0.0634 0.00s 6 -18.8763 0.0362 0.00s 7 -18.8515 0.0248 0.00s 8 -18.8344 0.0171 0.00s 9 -18.8213 0.0131 0.00s 10 -18.8100 0.0113 0.00s 11 -18.7997 0.0103 0.00s 12 -18.7903 0.0094 0.00s 13 -18.7818 0.0085 0.00s 14 -18.7745 0.0074 0.00s 15 -18.7683 0.0062 0.00s 16 -18.7632 0.0051 0.00s 17 -18.7590 0.0042 0.00s 18 -18.7556 0.0034 0.00s 19 -18.7529 0.0027 0.00s 20 -18.7507 0.0022 0.00s 21 -18.7490 0.0017 0.00s 22 -18.7477 0.0013 0.00s 23 -18.7468 0.0010 0.00s 0 -18.7468 23it 0.01s (initial population) Initial clusters = [ 97, 252, 178, ] 1 -406.9790 Inf 0.00s 2 -19.1162 387.8628 0.00s 3 -18.9879 0.1283 0.00s 4 -18.9067 0.0812 0.00s 5 -18.8433 0.0634 0.00s 6 -18.8094 0.0339 0.00s 7 -18.7929 0.0165 0.00s 8 -18.7825 0.0104 0.00s 9 -18.7748 0.0077 0.00s 10 -18.7683 0.0065 0.00s 11 -18.7628 0.0055 0.00s 12 -18.7584 0.0044 0.00s 13 -18.7550 0.0034 0.00s 14 -18.7524 0.0026 0.00s 15 -18.7504 0.0020 0.00s 16 -18.7488 0.0016 0.00s 17 -18.7476 0.0012 0.00s 18 -18.7467 0.0009 0.00s 0 -18.7467 18it 0.01s (initial population) Initial clusters = [ 91, 147, 275, ] 1 -343.6759 Inf 0.00s 2 -19.1173 324.5586 0.00s 3 -19.0412 0.0761 0.00s 4 -18.9892 0.0520 0.00s 5 -18.9416 0.0476 0.00s 6 -18.8953 0.0463 0.00s 7 -18.8542 0.0411 0.00s 8 -18.8276 0.0265 0.00s 9 -18.8110 0.0166 0.00s 10 -18.7992 0.0119 0.00s 11 -18.7895 0.0097 0.00s 12 -18.7811 0.0084 0.00s 13 -18.7737 0.0074 0.00s 14 -18.7674 0.0063 0.00s 15 -18.7622 0.0052 0.00s 16 -18.7579 0.0043 0.00s 17 -18.7545 0.0034 0.00s 18 -18.7519 0.0026 0.00s 19 -18.7498 0.0020 0.00s 20 -18.7483 0.0015 0.00s 21 -18.7472 0.0011 0.00s 22 -18.7463 0.0008 0.00s 0 -18.7463 22it 0.01s (initial population) Initial clusters = [ 67, 272, 132, ] 1 -333.0310 Inf 0.00s 2 -19.2416 313.7894 0.00s 3 -19.1602 0.0814 0.00s 4 -19.0946 0.0656 0.00s 5 -19.0541 0.0405 0.00s 6 -19.0212 0.0329 0.00s 7 -18.9818 0.0394 0.00s 8 -18.9372 0.0446 0.00s 9 -18.8965 0.0407 0.00s 10 -18.8590 0.0375 0.00s 11 -18.8215 0.0375 0.00s 12 -18.7888 0.0327 0.00s 13 -18.7681 0.0207 0.00s 14 -18.7572 0.0109 0.00s 15 -18.7516 0.0056 0.00s 16 -18.7486 0.0030 0.00s 17 -18.7469 0.0017 0.00s 18 -18.7458 0.0011 0.00s 19 -18.7450 0.0008 0.00s 0 -18.7450 19it 0.01s (initial population) Initial clusters = [ 167, 171, 254, ] 1 -404.4186 Inf 0.00s 2 -19.2898 385.1289 0.00s 3 -19.2578 0.0319 0.00s 4 -19.2415 0.0163 0.00s 5 -19.2318 0.0097 0.00s 6 -19.2242 0.0076 0.00s 7 -19.2175 0.0067 0.00s 8 -19.2112 0.0063 0.00s 9 -19.2052 0.0059 0.00s 10 -19.1996 0.0056 0.00s 11 -19.1938 0.0058 0.00s 12 -19.1874 0.0064 0.00s 13 -19.1798 0.0076 0.00s 14 -19.1695 0.0103 0.00s 15 -19.1532 0.0163 0.00s 16 -19.1237 0.0295 0.00s 17 -19.0722 0.0515 0.00s 18 -19.0056 0.0666 0.00s 19 -18.9374 0.0682 0.00s 20 -18.8739 0.0635 0.00s 21 -18.8140 0.0599 0.00s 22 -18.7771 0.0370 0.00s 23 -18.7662 0.0109 0.00s 24 -18.7606 0.0056 0.00s 25 -18.7564 0.0041 0.00s 26 -18.7532 0.0032 0.00s 27 -18.7508 0.0024 0.00s 28 -18.7490 0.0018 0.00s 29 -18.7476 0.0014 0.00s 30 -18.7466 0.0010 0.00s 0 -18.7466 30it 0.01s (initial population) Initial clusters = [ 88, 67, 234, ] 1 -438.6787 Inf 0.00s 2 -19.4187 419.2599 0.00s 3 -19.3489 0.0698 0.00s 4 -19.3078 0.0411 0.00s 5 -19.2682 0.0396 0.00s 6 -19.2292 0.0390 0.00s 7 -19.1875 0.0417 0.00s 8 -19.1501 0.0374 0.00s 9 -19.1220 0.0282 0.00s 10 -19.0934 0.0285 0.00s 11 -19.0345 0.0589 0.00s 12 -18.9301 0.1044 0.00s 13 -18.8376 0.0925 0.00s 14 -18.7736 0.0640 0.00s 15 -18.7461 0.0275 0.00s 16 -18.7395 0.0065 0.00s 17 -18.7391 0.0004 0.00s 0 -18.7391 17it 0.01s (initial population) Initial clusters = [ 242, 164, 76, ] 1 -444.4928 Inf 0.00s 2 -19.3718 425.1210 0.00s 3 -19.2903 0.0815 0.00s 4 -19.2348 0.0554 0.00s 5 -19.1726 0.0622 0.00s 6 -19.0888 0.0839 0.00s 7 -18.9760 0.1128 0.00s 8 -18.8746 0.1014 0.00s 9 -18.8184 0.0562 0.00s 10 -18.7934 0.0250 0.00s 11 -18.7817 0.0117 0.00s 12 -18.7745 0.0072 0.00s 13 -18.7690 0.0055 0.00s 14 -18.7646 0.0044 0.00s 15 -18.7609 0.0037 0.00s 16 -18.7578 0.0030 0.00s 17 -18.7553 0.0025 0.00s 18 -18.7533 0.0021 0.00s 19 -18.7516 0.0017 0.00s 20 -18.7502 0.0014 0.00s 21 -18.7489 0.0012 0.00s 22 -18.7478 0.0011 0.00s 23 -18.7468 0.0010 0.00s 24 -18.7460 0.0008 0.00s 0 -18.7460 24it 0.01s (initial population) Initial clusters = [ 226, 132, 97, ] 1 -319.7027 Inf 0.00s 2 -19.1670 300.5357 0.00s 3 -19.0542 0.1128 0.00s 4 -18.9550 0.0992 0.00s 5 -18.8813 0.0737 0.00s 6 -18.8336 0.0477 0.00s 7 -18.8001 0.0335 0.00s 8 -18.7766 0.0236 0.00s 9 -18.7634 0.0132 0.00s 10 -18.7566 0.0068 0.00s 11 -18.7524 0.0042 0.00s 12 -18.7495 0.0028 0.00s 13 -18.7476 0.0019 0.00s 14 -18.7464 0.0013 0.00s 15 -18.7456 0.0008 0.00s 0 -18.7456 15it 0.01s (initial population) Initial clusters = [ 84, 133, 118, ] 1 -390.9151 Inf 0.00s 2 -19.2720 371.6430 0.00s 3 -19.1296 0.1424 0.00s 4 -18.9988 0.1308 0.00s 5 -18.8980 0.1008 0.00s 6 -18.8467 0.0513 0.00s 7 -18.8235 0.0231 0.00s 8 -18.8098 0.0137 0.00s 9 -18.7978 0.0120 0.00s 10 -18.7856 0.0122 0.00s 11 -18.7716 0.0140 0.00s 12 -18.7599 0.0117 0.00s 13 -18.7554 0.0045 0.00s 14 -18.7536 0.0017 0.00s 15 -18.7526 0.0010 0.00s 0 -18.7526 15it 0.01s (initial population) Initial clusters = [ 218, 137, 285, ] 1 -417.2845 Inf 0.00s 2 -19.2583 398.0262 0.00s 3 -19.1908 0.0675 0.00s 4 -19.1313 0.0595 0.00s 5 -19.0725 0.0588 0.00s 6 -19.0274 0.0451 0.00s 7 -18.9934 0.0340 0.00s 8 -18.9624 0.0310 0.00s 9 -18.9299 0.0325 0.00s 10 -18.8986 0.0313 0.00s 11 -18.8720 0.0266 0.00s 12 -18.8518 0.0202 0.00s 13 -18.8381 0.0137 0.00s 14 -18.8282 0.0099 0.00s 15 -18.8199 0.0083 0.00s 16 -18.8121 0.0078 0.00s 17 -18.8041 0.0080 0.00s 18 -18.7959 0.0082 0.00s 19 -18.7878 0.0082 0.00s 20 -18.7800 0.0078 0.00s 21 -18.7730 0.0070 0.00s 22 -18.7669 0.0061 0.00s 23 -18.7618 0.0051 0.00s 24 -18.7577 0.0041 0.00s 25 -18.7544 0.0033 0.00s 26 -18.7519 0.0026 0.00s 27 -18.7499 0.0020 0.00s 28 -18.7483 0.0015 0.00s 29 -18.7472 0.0011 0.00s 30 -18.7463 0.0008 0.00s 0 -18.7463 30it 0.01s (initial population) Initial clusters = [ 13, 58, 166, ] 1 -419.0607 Inf 0.00s 2 -19.1928 399.8679 0.00s 3 -19.0905 0.1023 0.00s 4 -19.0061 0.0844 0.00s 5 -18.9518 0.0544 0.00s 6 -18.9203 0.0314 0.00s 7 -18.8959 0.0244 0.00s 8 -18.8761 0.0198 0.00s 9 -18.8599 0.0162 0.00s 10 -18.8443 0.0156 0.00s 11 -18.8282 0.0161 0.00s 12 -18.8146 0.0136 0.00s 13 -18.8049 0.0097 0.00s 14 -18.7961 0.0088 0.00s 15 -18.7835 0.0125 0.00s 16 -18.7643 0.0193 0.00s 17 -18.7470 0.0173 0.00s 18 -18.7399 0.0071 0.00s 19 -18.7386 0.0014 0.00s 20 -18.7391 0.0006 0.00s 0 -18.7391 20it 0.01s (initial population) Initial clusters = [ 153, 292, 64, ] 1 -369.9755 Inf 0.00s 2 -19.1586 350.8168 0.00s 3 -19.0853 0.0733 0.00s 4 -19.0406 0.0448 0.00s 5 -19.0062 0.0344 0.00s 6 -18.9767 0.0295 0.00s 7 -18.9475 0.0292 0.00s 8 -18.9182 0.0293 0.00s 9 -18.8927 0.0255 0.00s 10 -18.8735 0.0192 0.00s 11 -18.8595 0.0140 0.00s 12 -18.8464 0.0131 0.00s 13 -18.8350 0.0114 0.00s 14 -18.8265 0.0085 0.00s 15 -18.8191 0.0074 0.00s 16 -18.8119 0.0072 0.00s 17 -18.8047 0.0072 0.00s 18 -18.7975 0.0072 0.00s 19 -18.7905 0.0070 0.00s 20 -18.7838 0.0067 0.00s 21 -18.7776 0.0062 0.00s 22 -18.7721 0.0055 0.00s 23 -18.7673 0.0048 0.00s 24 -18.7632 0.0041 0.00s 25 -18.7597 0.0035 0.00s 26 -18.7567 0.0029 0.00s 27 -18.7543 0.0025 0.00s 28 -18.7522 0.0021 0.00s 29 -18.7504 0.0018 0.00s 30 -18.7488 0.0016 0.00s 31 -18.7475 0.0013 0.00s 32 -18.7465 0.0010 0.00s 0 -18.7465 32it 0.02s (initial population) Initial clusters = [ 129, 133, 168, ] 1 -384.7768 Inf 0.00s 2 -19.2509 365.5259 0.00s 3 -19.1548 0.0961 0.00s 4 -19.0977 0.0571 0.00s 5 -19.0562 0.0415 0.00s 6 -19.0149 0.0413 0.00s 7 -18.9743 0.0406 0.00s 8 -18.9435 0.0308 0.00s 9 -18.9253 0.0183 0.00s 10 -18.9160 0.0093 0.00s 11 -18.9119 0.0040 0.00s 12 -18.9107 0.0013 0.00s 13 -18.9107 0.0000 0.00s 0 -18.9107 13it 0.01s (initial population) Initial clusters = [ 194, 41, 57, ] 1 -391.6107 Inf 0.00s 2 -19.1461 372.4645 0.00s 3 -19.0747 0.0714 0.00s 4 -19.0248 0.0500 0.00s 5 -18.9839 0.0409 0.00s 6 -18.9472 0.0367 0.00s 7 -18.9059 0.0413 0.00s 8 -18.8527 0.0533 0.00s 9 -18.8175 0.0352 0.00s 10 -18.8058 0.0117 0.00s 11 -18.7986 0.0073 0.00s 12 -18.7918 0.0067 0.00s 13 -18.7853 0.0065 0.00s 14 -18.7792 0.0062 0.00s 15 -18.7736 0.0056 0.00s 16 -18.7686 0.0049 0.00s 17 -18.7644 0.0043 0.00s 18 -18.7608 0.0036 0.00s 19 -18.7577 0.0030 0.00s 20 -18.7552 0.0025 0.00s 21 -18.7531 0.0021 0.00s 22 -18.7514 0.0018 0.00s 23 -18.7499 0.0015 0.00s 24 -18.7485 0.0013 0.00s 25 -18.7473 0.0012 0.00s 26 -18.7464 0.0010 0.00s 0 -18.7464 26it 0.01s (initial population) Initial clusters = [ 214, 153, 212, ] 1 -357.0534 Inf 0.00s 2 -19.2644 337.7890 0.00s 3 -19.1764 0.0880 0.00s 4 -19.0895 0.0868 0.00s 5 -19.0051 0.0845 0.00s 6 -18.9375 0.0676 0.00s 7 -18.8846 0.0529 0.00s 8 -18.8446 0.0400 0.00s 9 -18.8178 0.0268 0.00s 10 -18.8012 0.0166 0.00s 11 -18.7898 0.0114 0.00s 12 -18.7808 0.0090 0.00s 13 -18.7733 0.0075 0.00s 14 -18.7670 0.0062 0.00s 15 -18.7620 0.0050 0.00s 16 -18.7580 0.0040 0.00s 17 -18.7548 0.0032 0.00s 18 -18.7523 0.0025 0.00s 19 -18.7503 0.0020 0.00s 20 -18.7487 0.0016 0.00s 21 -18.7475 0.0012 0.00s 22 -18.7466 0.0009 0.00s 0 -18.7466 22it 0.01s (initial population) Initial clusters = [ 43, 206, 51, ] 1 -378.4559 Inf 0.00s 2 -19.2445 359.2114 0.00s 3 -19.1804 0.0641 0.00s 4 -19.1152 0.0652 0.00s 5 -19.0329 0.0823 0.00s 6 -18.9553 0.0776 0.00s 7 -18.9026 0.0527 0.00s 8 -18.8811 0.0215 0.00s 9 -18.8716 0.0095 0.00s 10 -18.8656 0.0061 0.00s 11 -18.8599 0.0057 0.00s 12 -18.8526 0.0073 0.00s 13 -18.8413 0.0113 0.00s 14 -18.8249 0.0165 0.00s 15 -18.8042 0.0206 0.00s 16 -18.7819 0.0223 0.00s 17 -18.7601 0.0218 0.00s 18 -18.7463 0.0137 0.00s 19 -18.7413 0.0050 0.00s 20 -18.7402 0.0010 0.00s 21 -18.7405 0.0003 0.00s 0 -18.7405 21it 0.01s (initial population) Initial clusters = [ 46, 250, 157, ] 1 -376.2109 Inf 0.00s 2 -19.2696 356.9414 0.00s 3 -19.2421 0.0274 0.00s 4 -19.2260 0.0162 0.00s 5 -19.2113 0.0147 0.00s 6 -19.1943 0.0170 0.00s 7 -19.1722 0.0221 0.00s 8 -19.1463 0.0259 0.00s 9 -19.1205 0.0257 0.00s 10 -19.0936 0.0270 0.00s 11 -19.0630 0.0305 0.00s 12 -19.0350 0.0280 0.00s 13 -19.0153 0.0198 0.00s 14 -19.0000 0.0152 0.00s 15 -18.9867 0.0134 0.00s 16 -18.9755 0.0112 0.00s 17 -18.9664 0.0091 0.00s 18 -18.9584 0.0080 0.00s 19 -18.9515 0.0069 0.00s 20 -18.9459 0.0056 0.00s 21 -18.9415 0.0044 0.00s 22 -18.9380 0.0035 0.00s 23 -18.9352 0.0028 0.00s 24 -18.9328 0.0024 0.00s 25 -18.9308 0.0020 0.00s 26 -18.9292 0.0017 0.00s 27 -18.9278 0.0014 0.00s 28 -18.9265 0.0012 0.00s 29 -18.9255 0.0010 0.00s 30 -18.9246 0.0009 0.00s 0 -18.9246 30it 0.01s (initial population) Initial clusters = [ 192, 105, 15, ] 1 -378.4885 Inf 0.00s 2 -19.3636 359.1250 0.00s 3 -19.3028 0.0607 0.00s 4 -19.2601 0.0427 0.00s 5 -19.2096 0.0505 0.00s 6 -19.1514 0.0582 0.00s 7 -19.1010 0.0504 0.00s 8 -19.0579 0.0432 0.00s 9 -19.0098 0.0481 0.00s 10 -18.9606 0.0492 0.00s 11 -18.9153 0.0452 0.00s 12 -18.8780 0.0373 0.00s 13 -18.8581 0.0199 0.00s 14 -18.8459 0.0122 0.00s 15 -18.8336 0.0124 0.00s 16 -18.8203 0.0132 0.00s 17 -18.8078 0.0125 0.00s 18 -18.7966 0.0112 0.00s 19 -18.7870 0.0096 0.00s 20 -18.7789 0.0081 0.00s 21 -18.7720 0.0068 0.00s 22 -18.7663 0.0057 0.00s 23 -18.7616 0.0047 0.00s 24 -18.7577 0.0039 0.00s 25 -18.7545 0.0031 0.00s 26 -18.7520 0.0025 0.00s 27 -18.7500 0.0020 0.00s 28 -18.7485 0.0015 0.00s 29 -18.7473 0.0012 0.00s 30 -18.7465 0.0009 0.00s 0 -18.7465 30it 0.01s (initial population) Initial clusters = [ 289, 197, 227, ] 1 -362.9831 Inf 0.00s 2 -19.2112 343.7719 0.00s 3 -19.1151 0.0961 0.00s 4 -19.0218 0.0933 0.00s 5 -18.9327 0.0892 0.00s 6 -18.8587 0.0740 0.00s 7 -18.8018 0.0569 0.00s 8 -18.7650 0.0368 0.00s 9 -18.7468 0.0181 0.00s 10 -18.7401 0.0067 0.00s 11 -18.7384 0.0017 0.00s 12 -18.7387 0.0002 0.00s 0 -18.7387 12it 0.01s (initial population) Initial clusters = [ 180, 54, 160, ] 1 -380.6368 Inf 0.00s 2 -19.2434 361.3934 0.00s 3 -19.1837 0.0597 0.00s 4 -19.1411 0.0426 0.00s 5 -19.1216 0.0196 0.00s 6 -19.1127 0.0089 0.00s 7 -19.1083 0.0043 0.00s 8 -19.1056 0.0028 0.00s 9 -19.1033 0.0023 0.00s 10 -19.1023 0.0010 0.00s 0 -19.1023 10it 0.00s (initial population) Initial clusters = [ 115, 177, 87, ] 1 -432.6558 Inf 0.00s 2 -19.0268 413.6290 0.00s 3 -18.8987 0.1282 0.00s 4 -18.8364 0.0622 0.00s 5 -18.8117 0.0247 0.00s 6 -18.7985 0.0132 0.00s 7 -18.7890 0.0095 0.00s 8 -18.7811 0.0079 0.00s 9 -18.7744 0.0068 0.00s 10 -18.7686 0.0058 0.00s 11 -18.7637 0.0049 0.00s 12 -18.7595 0.0042 0.00s 13 -18.7559 0.0035 0.00s 14 -18.7530 0.0029 0.00s 15 -18.7508 0.0023 0.00s 16 -18.7490 0.0017 0.00s 17 -18.7477 0.0013 0.00s 18 -18.7468 0.0010 0.00s 0 -18.7468 18it 0.01s (initial population) Initial clusters = [ 155, 258, 150, ] 1 -376.0628 Inf 0.00s 2 -19.1741 356.8887 0.00s 3 -19.0837 0.0905 0.00s 4 -19.0054 0.0782 0.00s 5 -18.9532 0.0523 0.00s 6 -18.9167 0.0365 0.00s 7 -18.8871 0.0296 0.00s 8 -18.8638 0.0233 0.00s 9 -18.8452 0.0186 0.00s 10 -18.8297 0.0156 0.00s 11 -18.8164 0.0132 0.00s 12 -18.8055 0.0109 0.00s 13 -18.7946 0.0109 0.00s 14 -18.7787 0.0159 0.00s 15 -18.7578 0.0208 0.00s 16 -18.7444 0.0134 0.00s 17 -18.7399 0.0044 0.00s 18 -18.7393 0.0006 0.00s 0 -18.7393 18it 0.01s (initial population) Initial clusters = [ 292, 56, 144, ] 1 -427.9054 Inf 0.00s 2 -19.1796 408.7259 0.00s 3 -19.1305 0.0491 0.00s 4 -19.1034 0.0271 0.00s 5 -19.0815 0.0219 0.00s 6 -19.0582 0.0233 0.00s 7 -19.0346 0.0236 0.00s 8 -19.0142 0.0203 0.00s 9 -18.9990 0.0152 0.00s 10 -18.9866 0.0124 0.00s 11 -18.9729 0.0137 0.00s 12 -18.9555 0.0174 0.00s 13 -18.9355 0.0200 0.00s 14 -18.9169 0.0186 0.00s 15 -18.9010 0.0160 0.00s 16 -18.8867 0.0142 0.00s 17 -18.8732 0.0136 0.00s 18 -18.8609 0.0123 0.00s 19 -18.8514 0.0095 0.00s 20 -18.8447 0.0067 0.00s 21 -18.8392 0.0055 0.00s 22 -18.8326 0.0065 0.00s 23 -18.8224 0.0102 0.00s 24 -18.8078 0.0146 0.00s 25 -18.7923 0.0154 0.00s 26 -18.7738 0.0186 0.00s 27 -18.7545 0.0193 0.00s 28 -18.7448 0.0097 0.00s 29 -18.7418 0.0029 0.00s 30 -18.7414 0.0005 0.00s 0 -18.7414 30it 0.01s (initial population) 1 -19.7802 Inf 0.00s 2 -18.9435 0.8367 0.00s 3 -18.9209 0.0226 0.00s 4 -18.9102 0.0107 0.00s 5 -18.9074 0.0027 0.00s 6 -18.9065 0.0009 0.00s 1 0 -18.9065 6it 0.01s 1 -20.3920 Inf 0.00s 2 -19.2337 1.1583 0.00s 3 -19.2115 0.0222 0.00s 4 -19.1855 0.0259 0.00s 5 -19.1568 0.0288 0.00s 6 -19.1270 0.0298 0.00s 7 -19.1052 0.0217 0.00s 8 -19.0847 0.0205 0.00s 9 -19.0592 0.0255 0.00s 10 -19.0339 0.0253 0.00s 11 -19.0124 0.0215 0.00s 12 -18.9948 0.0175 0.00s 13 -18.9795 0.0154 0.00s 14 -18.9543 0.0251 0.00s 15 -18.9028 0.0515 0.00s 16 -18.8559 0.0469 0.00s 17 -18.8156 0.0403 0.00s 18 -18.7866 0.0290 0.00s 19 -18.7698 0.0167 0.00s 20 -18.7603 0.0095 0.00s 21 -18.7547 0.0056 0.00s 22 -18.7512 0.0035 0.00s 23 -18.7490 0.0022 0.00s 24 -18.7475 0.0015 0.00s 25 -18.7464 0.0010 0.00s 26 -18.7457 0.0007 0.00s 2 0 -18.7457 26it 0.01s 1 -19.7094 Inf 0.00s 2 -18.8871 0.8224 0.00s 3 -18.7818 0.1053 0.00s 4 -18.7498 0.0319 0.00s 5 -18.7436 0.0062 0.00s 6 -18.7428 0.0008 0.00s 3 1 -18.7428 6it 0.00s 1 -20.2145 Inf 0.00s 2 -19.2284 0.9862 0.00s 3 -19.1972 0.0312 0.00s 4 -19.1542 0.0430 0.00s 5 -19.1150 0.0392 0.00s 6 -19.0790 0.0360 0.00s 7 -19.0457 0.0334 0.00s 8 -19.0176 0.0281 0.00s 9 -18.9968 0.0207 0.00s 10 -18.9823 0.0145 0.00s 11 -18.9675 0.0149 0.00s 12 -18.9308 0.0367 0.00s 13 -18.8743 0.0564 0.00s 14 -18.8310 0.0434 0.00s 15 -18.7970 0.0339 0.00s 16 -18.7763 0.0207 0.00s 17 -18.7647 0.0116 0.00s 18 -18.7579 0.0068 0.00s 19 -18.7536 0.0043 0.00s 20 -18.7508 0.0028 0.00s 21 -18.7489 0.0019 0.00s 22 -18.7475 0.0014 0.00s 23 -18.7465 0.0010 0.00s 4 2 -18.7465 23it 0.01s 1 -19.8244 Inf 0.00s 2 -19.0021 0.8223 0.00s 3 -18.8859 0.1162 0.00s 4 -18.7946 0.0913 0.00s 5 -18.7464 0.0482 0.00s 6 -18.7334 0.0129 0.00s 7 -18.7324 0.0010 0.00s 5 3 -18.7324 7it 0.00s 1 -19.8495 Inf 0.00s 2 -19.1496 0.6999 0.00s 3 -19.0580 0.0915 0.00s 4 -18.9543 0.1038 0.00s 5 -18.8598 0.0945 0.00s 6 -18.8087 0.0511 0.00s 7 -18.7919 0.0168 0.00s 8 -18.7831 0.0088 0.00s 9 -18.7759 0.0072 0.00s 10 -18.7695 0.0064 0.00s 11 -18.7640 0.0055 0.00s 12 -18.7595 0.0046 0.00s 13 -18.7558 0.0037 0.00s 14 -18.7528 0.0029 0.00s 15 -18.7506 0.0023 0.00s 16 -18.7488 0.0017 0.00s 17 -18.7476 0.0013 0.00s 18 -18.7466 0.0009 0.00s 6 0 -18.7466 18it 0.01s 1 -20.8623 Inf 0.00s 2 -18.9681 1.8942 0.00s 3 -18.9302 0.0379 0.00s 4 -18.9057 0.0245 0.00s 5 -18.8909 0.0148 0.00s 6 -18.8778 0.0131 0.00s 7 -18.8620 0.0158 0.00s 8 -18.8426 0.0194 0.00s 9 -18.8220 0.0207 0.00s 10 -18.8031 0.0189 0.00s 11 -18.7874 0.0157 0.00s 12 -18.7753 0.0120 0.00s 13 -18.7667 0.0086 0.00s 14 -18.7607 0.0060 0.00s 15 -18.7565 0.0042 0.00s 16 -18.7535 0.0030 0.00s 17 -18.7512 0.0023 0.00s 18 -18.7495 0.0017 0.00s 19 -18.7481 0.0013 0.00s 20 -18.7471 0.0010 0.00s 21 -18.7463 0.0008 0.00s 7 1 -18.7463 21it 0.01s 1 -20.2251 Inf 0.00s 2 -19.2186 1.0066 0.00s 3 -19.2003 0.0183 0.00s 4 -19.1881 0.0121 0.00s 5 -19.1774 0.0108 0.00s 6 -19.1661 0.0112 0.00s 7 -19.1506 0.0155 0.00s 8 -19.1312 0.0193 0.00s 9 -19.1103 0.0210 0.00s 10 -19.0870 0.0233 0.00s 11 -19.0591 0.0279 0.00s 12 -19.0226 0.0364 0.00s 13 -18.9720 0.0506 0.00s 14 -18.9137 0.0583 0.00s 15 -18.8730 0.0407 0.00s 16 -18.8522 0.0208 0.00s 17 -18.8423 0.0099 0.00s 18 -18.8363 0.0060 0.00s 19 -18.8311 0.0052 0.00s 20 -18.8257 0.0054 0.00s 21 -18.8199 0.0058 0.00s 22 -18.8136 0.0064 0.00s 23 -18.8068 0.0068 0.00s 24 -18.7997 0.0070 0.00s 25 -18.7927 0.0071 0.00s 26 -18.7858 0.0068 0.00s 27 -18.7795 0.0064 0.00s 28 -18.7737 0.0058 0.00s 29 -18.7687 0.0051 0.00s 30 -18.7643 0.0043 0.00s 31 -18.7606 0.0037 0.00s 32 -18.7576 0.0031 0.00s 33 -18.7550 0.0026 0.00s 34 -18.7528 0.0022 0.00s 35 -18.7509 0.0019 0.00s 36 -18.7493 0.0016 0.00s 37 -18.7479 0.0014 0.00s 38 -18.7468 0.0011 0.00s 39 -18.7460 0.0008 0.00s 8 2 -18.7460 39it 0.02s 1 -19.7111 Inf 0.00s 2 -19.0163 0.6948 0.00s 3 -18.8962 0.1201 0.00s 4 -18.8191 0.0771 0.00s 5 -18.7729 0.0462 0.00s 6 -18.7541 0.0188 0.00s 7 -18.7467 0.0074 0.00s 8 -18.7438 0.0029 0.00s 9 -18.7428 0.0010 0.00s 10 -18.7426 0.0002 0.00s 9 3 -18.7426 10it 0.00s 1 -19.7759 Inf 0.00s 2 -18.9908 0.7851 0.00s 3 -18.9625 0.0283 0.00s 4 -18.9416 0.0209 0.00s 5 -18.9259 0.0158 0.00s 6 -18.9130 0.0129 0.00s 7 -18.8973 0.0157 0.00s 8 -18.8715 0.0258 0.00s 9 -18.8383 0.0332 0.00s 10 -18.8179 0.0204 0.00s 11 -18.8070 0.0109 0.00s 12 -18.7976 0.0093 0.00s 13 -18.7886 0.0090 0.00s 14 -18.7812 0.0075 0.00s 15 -18.7752 0.0060 0.00s 16 -18.7701 0.0051 0.00s 17 -18.7656 0.0046 0.00s 18 -18.7617 0.0039 0.00s 19 -18.7585 0.0032 0.00s 20 -18.7559 0.0026 0.00s 21 -18.7539 0.0021 0.00s 22 -18.7522 0.0017 0.00s 23 -18.7508 0.0014 0.00s 24 -18.7496 0.0011 0.00s 25 -18.7487 0.0010 0.00s 10 4 -18.7487 25it 0.01s 1 -20.4492 Inf 0.00s 2 -19.2113 1.2379 0.00s 3 -19.1971 0.0141 0.00s 4 -19.1871 0.0100 0.00s 5 -19.1776 0.0095 0.00s 6 -19.1694 0.0083 0.00s 7 -19.1623 0.0070 0.00s 8 -19.1547 0.0077 0.00s 9 -19.1460 0.0087 0.00s 10 -19.1364 0.0095 0.00s 11 -19.1244 0.0121 0.00s 12 -19.1100 0.0144 0.00s 13 -19.0933 0.0167 0.00s 14 -19.0742 0.0191 0.00s 15 -19.0523 0.0218 0.00s 16 -19.0276 0.0247 0.00s 17 -18.9980 0.0297 0.00s 18 -18.9623 0.0357 0.00s 19 -18.9288 0.0335 0.00s 20 -18.9040 0.0248 0.00s 21 -18.8850 0.0190 0.00s 22 -18.8704 0.0146 0.00s 23 -18.8598 0.0106 0.00s 24 -18.8528 0.0070 0.00s 25 -18.8472 0.0056 0.00s 26 -18.8420 0.0053 0.00s 27 -18.8366 0.0054 0.00s 28 -18.8309 0.0057 0.00s 29 -18.8249 0.0060 0.00s 30 -18.8185 0.0064 0.00s 31 -18.8117 0.0068 0.00s 32 -18.8046 0.0071 0.00s 33 -18.7974 0.0072 0.00s 34 -18.7903 0.0071 0.00s 35 -18.7835 0.0068 0.00s 36 -18.7773 0.0062 0.00s 37 -18.7718 0.0056 0.00s 38 -18.7669 0.0048 0.00s 39 -18.7628 0.0041 0.00s 40 -18.7593 0.0035 0.00s 41 -18.7564 0.0029 0.00s 42 -18.7539 0.0025 0.00s 43 -18.7518 0.0021 0.00s 44 -18.7500 0.0018 0.00s 45 -18.7484 0.0016 0.00s 46 -18.7472 0.0012 0.00s 47 -18.7463 0.0009 0.00s 11 5 -18.7463 47it 0.02s 1 -20.2393 Inf 0.00s 2 -19.1636 1.0757 0.00s 3 -19.0973 0.0663 0.00s 4 -19.0294 0.0679 0.00s 5 -18.9680 0.0614 0.00s 6 -18.9051 0.0629 0.00s 7 -18.8348 0.0704 0.00s 8 -18.7666 0.0681 0.00s 9 -18.7417 0.0249 0.00s 10 -18.7402 0.0015 0.00s 11 -18.7409 0.0007 0.00s 12 6 -18.7409 11it 0.00s 1 -20.1469 Inf 0.00s 2 -18.8776 1.2693 0.00s 3 -18.8237 0.0539 0.00s 4 -18.7900 0.0337 0.00s 5 -18.7656 0.0244 0.00s 6 -18.7521 0.0135 0.00s 7 -18.7465 0.0056 0.00s 8 -18.7445 0.0020 0.00s 9 -18.7439 0.0006 0.00s 13 7 -18.7439 9it 0.00s 1 -20.7019 Inf 0.00s 2 -18.9279 1.7740 0.00s 3 -18.8843 0.0437 0.00s 4 -18.8668 0.0174 0.00s 5 -18.8604 0.0065 0.00s 6 -18.8588 0.0016 0.00s 7 -18.8592 0.0004 0.00s 14 8 -18.8592 7it 0.00s 1 -19.5643 Inf 0.00s 2 -18.8321 0.7322 0.00s 3 -18.8118 0.0203 0.00s 4 -18.8000 0.0118 0.00s 5 -18.7905 0.0095 0.00s 6 -18.7822 0.0084 0.00s 7 -18.7747 0.0075 0.00s 8 -18.7683 0.0064 0.00s 9 -18.7630 0.0053 0.00s 10 -18.7587 0.0042 0.00s 11 -18.7554 0.0033 0.00s 12 -18.7527 0.0026 0.00s 13 -18.7506 0.0021 0.00s 14 -18.7490 0.0016 0.00s 15 -18.7478 0.0013 0.00s 16 -18.7468 0.0010 0.00s 15 9 -18.7468 16it 0.01s 1 -19.3188 Inf 0.00s 2 -18.7913 0.5275 0.00s 3 -18.7670 0.0243 0.00s 4 -18.7587 0.0084 0.00s 5 -18.7542 0.0045 0.00s 6 -18.7513 0.0029 0.00s 7 -18.7493 0.0020 0.00s 8 -18.7480 0.0013 0.00s 9 -18.7471 0.0009 0.00s 16 10 -18.7471 9it 0.00s 1 -19.8322 Inf 0.00s 2 -18.9393 0.8929 0.00s 3 -18.9142 0.0251 0.00s 4 -18.8947 0.0195 0.00s 5 -18.8753 0.0194 0.00s 6 -18.8543 0.0210 0.00s 7 -18.8339 0.0203 0.00s 8 -18.8163 0.0176 0.00s 9 -18.8007 0.0156 0.00s 10 -18.7862 0.0145 0.00s 11 -18.7730 0.0133 0.00s 12 -18.7598 0.0131 0.00s 13 -18.7510 0.0088 0.00s 14 -18.7485 0.0025 0.00s 15 -18.7479 0.0006 0.00s 17 11 -18.7479 15it 0.00s 1 -21.0081 Inf 0.00s 2 -18.9463 2.0617 0.00s 3 -18.9206 0.0258 0.00s 4 -18.9055 0.0151 0.00s 5 -18.8959 0.0096 0.00s 6 -18.8904 0.0055 0.00s 7 -18.8890 0.0014 0.00s 8 -18.8896 0.0006 0.00s 18 12 -18.8896 8it 0.00s 1 -19.8445 Inf 0.00s 2 -18.8093 1.0352 0.00s 3 -18.7822 0.0271 0.00s 4 -18.7665 0.0157 0.00s 5 -18.7568 0.0097 0.00s 6 -18.7514 0.0053 0.00s 7 -18.7486 0.0029 0.00s 8 -18.7469 0.0017 0.00s 9 -18.7459 0.0010 0.00s 10 -18.7453 0.0006 0.00s 19 13 -18.7453 10it 0.00s 1 -19.7045 Inf 0.00s 2 -18.9798 0.7247 0.00s 3 -18.9732 0.0065 0.00s 4 -18.9701 0.0031 0.00s 5 -18.9670 0.0031 0.00s 6 -18.9636 0.0034 0.00s 7 -18.9601 0.0035 0.00s 8 -18.9567 0.0034 0.00s 9 -18.9538 0.0029 0.00s 10 -18.9513 0.0026 0.00s 11 -18.9489 0.0024 0.00s 12 -18.9466 0.0023 0.00s 13 -18.9442 0.0023 0.00s 14 -18.9419 0.0024 0.00s 15 -18.9393 0.0026 0.00s 16 -18.9358 0.0035 0.00s 17 -18.9318 0.0040 0.00s 18 -18.9294 0.0025 0.00s 19 -18.9279 0.0015 0.00s 20 -18.9265 0.0013 0.00s 21 -18.9251 0.0015 0.00s 22 -18.9229 0.0022 0.00s 23 -18.9192 0.0037 0.00s 24 -18.9151 0.0041 0.00s 25 -18.9123 0.0028 0.00s 26 -18.9106 0.0017 0.00s 27 -18.9092 0.0014 0.00s 28 -18.9078 0.0013 0.00s 29 -18.9067 0.0011 0.00s 30 -18.9059 0.0008 0.00s 20 14 -18.9059 30it 0.01s 1 -20.3044 Inf 0.00s 2 -19.2189 1.0855 0.00s 3 -19.2042 0.0148 0.00s 4 -19.1937 0.0104 0.00s 5 -19.1838 0.0099 0.00s 6 -19.1728 0.0110 0.00s 7 -19.1580 0.0148 0.00s 8 -19.1403 0.0178 0.00s 9 -19.1214 0.0189 0.00s 10 -19.1010 0.0203 0.00s 11 -19.0786 0.0224 0.00s 12 -19.0523 0.0263 0.00s 13 -19.0200 0.0323 0.00s 14 -18.9741 0.0459 0.00s 15 -18.9143 0.0598 0.00s 16 -18.8712 0.0431 0.00s 17 -18.8517 0.0195 0.00s 18 -18.8429 0.0088 0.00s 19 -18.8374 0.0055 0.00s 20 -18.8323 0.0051 0.00s 21 -18.8269 0.0054 0.00s 22 -18.8211 0.0058 0.00s 23 -18.8147 0.0063 0.00s 24 -18.8080 0.0067 0.00s 25 -18.8010 0.0070 0.00s 26 -18.7939 0.0071 0.00s 27 -18.7870 0.0069 0.00s 28 -18.7805 0.0065 0.00s 29 -18.7746 0.0059 0.00s 30 -18.7695 0.0052 0.00s 31 -18.7650 0.0045 0.00s 32 -18.7612 0.0038 0.00s 33 -18.7580 0.0032 0.00s 34 -18.7553 0.0027 0.00s 35 -18.7531 0.0023 0.00s 36 -18.7512 0.0019 0.00s 37 -18.7495 0.0017 0.00s 38 -18.7480 0.0014 0.00s 39 -18.7469 0.0011 0.00s 40 -18.7461 0.0008 0.00s 21 15 -18.7461 40it 0.01s Initial clusters = [ 84, 179, 117, ] 1 -431.9556 Inf 0.00s 2 -19.2964 412.6593 0.00s 3 -19.2488 0.0475 0.00s 4 -19.2158 0.0330 0.00s 5 -19.1773 0.0385 0.00s 6 -19.1309 0.0464 0.00s 7 -19.0593 0.0716 0.00s 8 -18.9750 0.0842 0.00s 9 -18.9212 0.0538 0.00s 10 -18.8875 0.0337 0.00s 11 -18.8687 0.0188 0.00s 12 -18.8594 0.0093 0.00s 13 -18.8527 0.0067 0.00s 14 -18.8463 0.0064 0.00s 15 -18.8393 0.0070 0.00s 16 -18.8313 0.0080 0.00s 17 -18.8224 0.0089 0.00s 18 -18.8129 0.0095 0.00s 19 -18.8030 0.0099 0.00s 20 -18.7917 0.0112 0.00s 21 -18.7766 0.0151 0.00s 22 -18.7572 0.0194 0.00s 23 -18.7370 0.0201 0.00s 24 -18.7156 0.0214 0.00s 25 -18.6949 0.0208 0.00s 26 -18.6737 0.0212 0.00s 27 -18.6589 0.0148 0.00s 28 -18.6540 0.0049 0.00s 29 -18.6518 0.0022 0.00s 30 -18.6504 0.0014 0.00s 31 -18.6494 0.0010 0.00s 32 -18.6485 0.0008 0.00s Initial clusters = [ 84, 179, 117, ] 1 -431.9556 Inf 0.00s 2 -19.2964 412.6593 0.00s 3 -19.2488 0.0475 0.00s 4 -19.2158 0.0330 0.00s 5 -19.1773 0.0385 0.00s 6 -19.1309 0.0464 0.00s 7 -19.0593 0.0716 0.00s 8 -18.9750 0.0842 0.00s 9 -18.9212 0.0538 0.00s 10 -18.8875 0.0337 0.00s 11 -18.8687 0.0188 0.00s 12 -18.8594 0.0093 0.00s 13 -18.8527 0.0067 0.00s 14 -18.8463 0.0064 0.00s 15 -18.8393 0.0070 0.00s 16 -18.8313 0.0080 0.00s 17 -18.8224 0.0089 0.00s 18 -18.8129 0.0095 0.00s 19 -18.8030 0.0099 0.00s 20 -18.7917 0.0112 0.00s 21 -18.7766 0.0151 0.00s 22 -18.7572 0.0194 0.00s 23 -18.7370 0.0201 0.00s 24 -18.7156 0.0214 0.00s 25 -18.6949 0.0208 0.00s 26 -18.6737 0.0212 0.00s 27 -18.6589 0.0148 0.00s 28 -18.6540 0.0049 0.00s 29 -18.6518 0.0022 0.00s 30 -18.6504 0.0014 0.00s 31 -18.6494 0.0010 0.00s 32 -18.6485 0.0008 0.00s 0 -18.6485 32it 0.01s (initial solution) Initial clusters = [ 142, 233, 161, ] 1 -450.8234 Inf 0.00s 2 -19.2429 431.5806 0.00s 3 -19.2280 0.0149 0.00s 4 -19.2231 0.0049 0.00s 5 -19.2184 0.0047 0.00s 6 -19.2119 0.0065 0.00s 7 -19.2017 0.0102 0.00s 8 -19.1855 0.0162 0.00s 9 -19.1608 0.0248 0.00s 10 -19.1229 0.0379 0.00s 11 -19.0915 0.0313 0.00s 12 -19.0729 0.0186 0.00s 13 -19.0582 0.0147 0.00s 14 -19.0441 0.0141 0.00s 15 -19.0283 0.0157 0.00s 16 -19.0104 0.0180 0.00s 17 -18.9923 0.0181 0.00s 18 -18.9798 0.0125 0.00s 19 -18.9755 0.0044 0.00s 20 -18.9749 0.0006 0.00s 1 -18.9749 20it 0.01s Initial clusters = [ 281, 115, 274, ] 1 -384.1450 Inf 0.00s 2 -19.1347 365.0102 0.00s 3 -19.1254 0.0093 0.00s 4 -19.1194 0.0060 0.00s 5 -19.1134 0.0060 0.00s 6 -19.1106 0.0029 0.00s 7 -19.1096 0.0010 0.00s 2 -19.1096 7it 0.00s Initial clusters = [ 49, 253, 81, ] 1 -300.8292 Inf 0.00s 2 -19.2618 281.5674 0.00s 3 -19.1320 0.1298 0.00s 4 -19.0141 0.1179 0.00s 5 -18.9075 0.1066 0.00s 6 -18.8289 0.0787 0.00s 7 -18.8043 0.0246 0.00s 8 -18.7977 0.0066 0.00s 9 -18.7939 0.0038 0.00s 10 -18.7903 0.0036 0.00s 11 -18.7867 0.0036 0.00s 12 -18.7833 0.0034 0.00s 13 -18.7804 0.0029 0.00s 14 -18.7781 0.0023 0.00s 15 -18.7764 0.0017 0.00s 16 -18.7751 0.0013 0.00s 17 -18.7740 0.0011 0.00s 18 -18.7731 0.0009 0.00s 3 -18.7731 18it 0.01s Initial clusters = [ 277, 45, 80, ] 1 -399.4921 Inf 0.00s 2 -19.2054 380.2867 0.00s 3 -19.0153 0.1900 0.00s 4 -18.8740 0.1414 0.00s 5 -18.7600 0.1139 0.00s 6 -18.6767 0.0833 0.00s 7 -18.6381 0.0385 0.00s 8 -18.6327 0.0054 0.00s 9 -18.6345 0.0018 0.00s 10 -18.6365 0.0020 0.00s 11 -18.6378 0.0013 0.00s 12 -18.6386 0.0008 0.00s 4 -18.6386 12it 0.00s (new best) Initial clusters = [ 157, 83, 235, ] 1 -421.7079 Inf 0.00s 2 -19.1331 402.5748 0.00s 3 -19.0625 0.0705 0.00s 4 -18.9683 0.0943 0.00s 5 -18.8374 0.1309 0.00s 6 -18.7170 0.1204 0.00s 7 -18.6546 0.0624 0.00s 8 -18.6391 0.0155 0.00s 9 -18.6384 0.0007 0.00s 5 -18.6384 9it 0.00s (new best) Initial clusters = [ 264, 26, 68, ] 1 -460.8601 Inf 0.00s 2 -19.3720 441.4881 0.00s 3 -19.3193 0.0527 0.00s 4 -19.2815 0.0378 0.00s 5 -19.2474 0.0341 0.00s 6 -19.2109 0.0365 0.00s 7 -19.1687 0.0422 0.00s 8 -19.1194 0.0493 0.00s 9 -19.0683 0.0512 0.00s 10 -19.0113 0.0570 0.00s 11 -18.9394 0.0719 0.00s 12 -18.8591 0.0803 0.00s 13 -18.7862 0.0729 0.00s 14 -18.7353 0.0509 0.00s 15 -18.6986 0.0367 0.00s 16 -18.6717 0.0269 0.00s 17 -18.6566 0.0152 0.00s 18 -18.6493 0.0073 0.00s 19 -18.6455 0.0038 0.00s 20 -18.6433 0.0022 0.00s 21 -18.6418 0.0014 0.00s 22 -18.6409 0.0009 0.00s 6 -18.6409 22it 0.01s Initial clusters = [ 59, 123, 233, ] 1 -505.1671 Inf 0.00s 2 -19.0749 486.0922 0.00s 3 -18.9015 0.1734 0.00s 4 -18.7653 0.1362 0.00s 5 -18.6882 0.0771 0.00s 6 -18.6529 0.0354 0.00s 7 -18.6414 0.0114 0.00s 8 -18.6401 0.0013 0.00s 9 -18.6400 0.0002 0.00s 7 -18.6400 9it 0.00s Initial clusters = [ 289, 215, 4, ] 1 -441.5875 Inf 0.00s 2 -19.3197 422.2678 0.00s 3 -19.2578 0.0619 0.00s 4 -19.2346 0.0231 0.00s 5 -19.2203 0.0143 0.00s 6 -19.2068 0.0135 0.00s 7 -19.1897 0.0170 0.00s 8 -19.1685 0.0213 0.00s 9 -19.1473 0.0212 0.00s 10 -19.1240 0.0233 0.00s 11 -19.0859 0.0381 0.00s 12 -19.0212 0.0647 0.00s 13 -18.9649 0.0563 0.00s 14 -18.9251 0.0398 0.00s 15 -18.8892 0.0359 0.00s 16 -18.8549 0.0343 0.00s 17 -18.8208 0.0341 0.00s 18 -18.7896 0.0312 0.00s 19 -18.7698 0.0198 0.00s 20 -18.7549 0.0149 0.00s 21 -18.7438 0.0111 0.00s 22 -18.7334 0.0105 0.00s 23 -18.7196 0.0138 0.00s 24 -18.7035 0.0161 0.00s 25 -18.6868 0.0167 0.00s 26 -18.6688 0.0181 0.00s 27 -18.6555 0.0132 0.00s 28 -18.6491 0.0064 0.00s 29 -18.6459 0.0032 0.00s 30 -18.6440 0.0020 0.00s 31 -18.6425 0.0014 0.00s 32 -18.6415 0.0010 0.00s 8 -18.6415 32it 0.01s Initial clusters = [ 269, 65, 262, ] 1 -537.3009 Inf 0.00s 2 -19.0928 518.2081 0.00s 3 -19.0336 0.0593 0.00s 4 -19.0023 0.0313 0.00s 5 -18.9783 0.0240 0.00s 6 -18.9567 0.0215 0.00s 7 -18.9337 0.0231 0.00s 8 -18.9127 0.0210 0.00s 9 -18.8993 0.0134 0.00s 10 -18.8912 0.0080 0.00s 11 -18.8858 0.0054 0.00s 12 -18.8815 0.0043 0.00s 13 -18.8778 0.0038 0.00s 14 -18.8741 0.0037 0.00s 15 -18.8703 0.0038 0.00s 16 -18.8663 0.0040 0.00s 17 -18.8618 0.0044 0.00s 18 -18.8570 0.0048 0.00s 19 -18.8521 0.0049 0.00s 20 -18.8471 0.0050 0.00s 21 -18.8417 0.0054 0.00s 22 -18.8355 0.0061 0.00s 23 -18.8290 0.0066 0.00s 24 -18.8222 0.0068 0.00s 25 -18.8134 0.0088 0.00s 26 -18.7981 0.0154 0.00s 27 -18.7798 0.0182 0.00s 28 -18.7643 0.0156 0.00s 29 -18.7485 0.0158 0.00s 30 -18.7287 0.0197 0.00s 31 -18.7051 0.0236 0.00s 32 -18.6825 0.0226 0.00s 33 -18.6648 0.0177 0.00s 34 -18.6543 0.0105 0.00s 35 -18.6481 0.0062 0.00s 36 -18.6446 0.0035 0.00s 37 -18.6427 0.0020 0.00s 38 -18.6416 0.0011 0.00s 39 -18.6409 0.0006 0.00s 9 -18.6409 39it 0.02s Initial clusters = [ 285, 39, 163, ] 1 -317.7257 Inf 0.00s 2 -19.1893 298.5364 0.00s 3 -19.0298 0.1595 0.00s 4 -18.9440 0.0859 0.00s 5 -18.8827 0.0613 0.00s 6 -18.8394 0.0433 0.00s 7 -18.8077 0.0317 0.00s 8 -18.7751 0.0326 0.00s 9 -18.7450 0.0301 0.00s 10 -18.7186 0.0265 0.00s 11 -18.6912 0.0274 0.00s 12 -18.6692 0.0220 0.00s 13 -18.6574 0.0118 0.00s 14 -18.6513 0.0061 0.00s 15 -18.6478 0.0035 0.00s 16 -18.6457 0.0021 0.00s 17 -18.6443 0.0013 0.00s 18 -18.6435 0.0009 0.00s 10 -18.6435 18it 0.01s Initial clusters = [ 99, 103, 220, ] 1 -371.5106 Inf 0.00s 2 -19.3469 352.1637 0.00s 3 -19.3281 0.0188 0.00s 4 -19.3158 0.0123 0.00s 5 -19.2982 0.0175 0.00s 6 -19.2756 0.0226 0.00s 7 -19.2511 0.0245 0.00s 8 -19.2297 0.0213 0.00s 9 -19.2140 0.0158 0.00s 10 -19.1996 0.0144 0.00s 11 -19.1788 0.0208 0.00s 12 -19.1486 0.0302 0.00s 13 -19.1204 0.0282 0.00s 14 -19.0923 0.0281 0.00s 15 -19.0467 0.0456 0.00s 16 -18.9959 0.0508 0.00s 17 -18.9419 0.0539 0.00s 18 -18.8803 0.0617 0.00s 19 -18.8111 0.0692 0.00s 20 -18.7428 0.0683 0.00s 21 -18.7008 0.0420 0.00s 22 -18.6812 0.0196 0.00s 23 -18.6680 0.0132 0.00s 24 -18.6559 0.0121 0.00s 25 -18.6488 0.0071 0.00s 26 -18.6456 0.0032 0.00s 27 -18.6440 0.0016 0.00s 28 -18.6431 0.0009 0.00s 11 -18.6431 28it 0.01s Initial clusters = [ 106, 255, 147, ] 1 -387.8624 Inf 0.00s 2 -18.9768 368.8855 0.00s 3 -18.8447 0.1321 0.00s 4 -18.7420 0.1027 0.00s 5 -18.6944 0.0476 0.00s 6 -18.6738 0.0206 0.00s 7 -18.6636 0.0102 0.00s 8 -18.6576 0.0060 0.00s 9 -18.6538 0.0039 0.00s 10 -18.6512 0.0026 0.00s 11 -18.6493 0.0019 0.00s 12 -18.6479 0.0014 0.00s 13 -18.6468 0.0011 0.00s 14 -18.6457 0.0010 0.00s 15 -18.6447 0.0010 0.00s 12 -18.6447 15it 0.00s Initial clusters = [ 184, 91, 1, ] 1 -458.7382 Inf 0.00s 2 -19.2796 439.4586 0.00s 3 -19.1536 0.1260 0.00s 4 -19.0530 0.1007 0.00s 5 -18.9943 0.0587 0.00s 6 -18.9575 0.0367 0.00s 7 -18.9290 0.0285 0.00s 8 -18.9062 0.0229 0.00s 9 -18.8876 0.0186 0.00s 10 -18.8726 0.0150 0.00s 11 -18.8605 0.0121 0.00s 12 -18.8509 0.0096 0.00s 13 -18.8434 0.0075 0.00s 14 -18.8374 0.0060 0.00s 15 -18.8321 0.0052 0.00s 16 -18.8266 0.0055 0.00s 17 -18.8199 0.0067 0.00s 18 -18.8129 0.0070 0.00s 19 -18.8030 0.0099 0.00s 20 -18.7929 0.0101 0.00s 21 -18.7868 0.0060 0.00s 22 -18.7823 0.0045 0.00s 23 -18.7775 0.0049 0.00s 24 -18.7716 0.0059 0.00s 25 -18.7647 0.0069 0.00s 26 -18.7543 0.0104 0.00s 27 -18.7341 0.0202 0.00s 28 -18.7073 0.0268 0.00s 29 -18.6796 0.0277 0.00s 30 -18.6595 0.0201 0.00s 31 -18.6501 0.0093 0.00s 32 -18.6465 0.0036 0.00s 33 -18.6452 0.0013 0.00s 34 -18.6446 0.0006 0.00s 13 -18.6446 34it 0.01s Initial clusters = [ 290, 7, 217, ] 1 -455.6394 Inf 0.00s 2 -19.3218 436.3177 0.00s 3 -19.2540 0.0678 0.00s 4 -19.1795 0.0745 0.00s 5 -19.0894 0.0901 0.00s 6 -18.9962 0.0932 0.00s 7 -18.9146 0.0817 0.00s 8 -18.8638 0.0508 0.00s 9 -18.8311 0.0327 0.00s 10 -18.8063 0.0248 0.00s 11 -18.7849 0.0214 0.00s 12 -18.7697 0.0152 0.00s 13 -18.7565 0.0132 0.00s 14 -18.7438 0.0127 0.00s 15 -18.7291 0.0146 0.00s 16 -18.7096 0.0196 0.00s 17 -18.6888 0.0207 0.00s 18 -18.6664 0.0224 0.00s 19 -18.6488 0.0176 0.00s 20 -18.6428 0.0060 0.00s 21 -18.6417 0.0011 0.00s 22 -18.6415 0.0003 0.00s 14 -18.6415 22it 0.01s Initial clusters = [ 249, 93, 149, ] 1 -352.3483 Inf 0.00s 2 -19.3832 332.9650 0.00s 3 -19.3579 0.0253 0.00s 4 -19.3403 0.0177 0.00s 5 -19.3189 0.0213 0.00s 6 -19.2939 0.0250 0.00s 7 -19.2649 0.0291 0.00s 8 -19.2267 0.0381 0.00s 9 -19.1724 0.0543 0.00s 10 -19.0937 0.0787 0.00s 11 -18.9986 0.0950 0.00s 12 -18.9292 0.0694 0.00s 13 -18.8892 0.0401 0.00s 14 -18.8591 0.0301 0.00s 15 -18.8349 0.0242 0.00s 16 -18.8164 0.0186 0.00s 17 -18.8012 0.0151 0.00s 18 -18.7868 0.0144 0.00s 19 -18.7703 0.0165 0.00s 20 -18.7493 0.0210 0.00s 21 -18.7229 0.0264 0.00s 22 -18.6920 0.0309 0.00s 23 -18.6646 0.0274 0.00s 24 -18.6515 0.0131 0.00s 25 -18.6462 0.0053 0.00s 26 -18.6436 0.0027 0.00s 27 -18.6421 0.0015 0.00s 28 -18.6412 0.0009 0.00s 15 -18.6412 28it 0.01s Initial clusters = [ 71, 35, 27, ] 1 -322.5374 Inf 0.00s 2 -19.1594 303.3780 0.00s 3 -19.0177 0.1416 0.00s 4 -18.9150 0.1027 0.00s 5 -18.8560 0.0590 0.00s 6 -18.8175 0.0385 0.00s 7 -18.7864 0.0311 0.00s 8 -18.7543 0.0321 0.00s 9 -18.7226 0.0317 0.00s 10 -18.6945 0.0281 0.00s 11 -18.6705 0.0240 0.00s 12 -18.6591 0.0114 0.00s 13 -18.6541 0.0051 0.00s 14 -18.6509 0.0032 0.00s 15 -18.6487 0.0022 0.00s 16 -18.6470 0.0016 0.00s 17 -18.6459 0.0012 0.00s 18 -18.6450 0.0009 0.00s 16 -18.6450 18it 0.01s Initial clusters = [ 291, 131, 260, ] 1 -351.1127 Inf 0.00s 2 -19.0543 332.0585 0.00s 3 -18.9587 0.0956 0.00s 4 -18.9144 0.0442 0.00s 5 -18.8712 0.0433 0.00s 6 -18.8255 0.0457 0.00s 7 -18.8048 0.0207 0.00s 8 -18.7921 0.0128 0.00s 9 -18.7810 0.0111 0.00s 10 -18.7715 0.0094 0.00s 11 -18.7632 0.0083 0.00s 12 -18.7552 0.0080 0.00s 13 -18.7467 0.0085 0.00s 14 -18.7378 0.0089 0.00s 15 -18.7288 0.0090 0.00s 16 -18.7184 0.0103 0.00s 17 -18.7082 0.0102 0.00s 18 -18.6993 0.0089 0.00s 19 -18.6892 0.0101 0.00s 20 -18.6734 0.0158 0.00s 21 -18.6544 0.0190 0.00s 22 -18.6437 0.0107 0.00s 23 -18.6411 0.0026 0.00s 24 -18.6406 0.0005 0.00s 17 -18.6406 24it 0.01s Initial clusters = [ 66, 106, 73, ] 1 -501.3309 Inf 0.00s 2 -19.0661 482.2649 0.00s 3 -18.9251 0.1410 0.00s 4 -18.8349 0.0902 0.00s 5 -18.7788 0.0560 0.00s 6 -18.7431 0.0357 0.00s 7 -18.7150 0.0281 0.00s 8 -18.6869 0.0281 0.00s 9 -18.6625 0.0244 0.00s 10 -18.6516 0.0109 0.00s 11 -18.6474 0.0042 0.00s 12 -18.6452 0.0022 0.00s 13 -18.6438 0.0014 0.00s 14 -18.6428 0.0010 0.00s 18 -18.6428 14it 0.01s Initial clusters = [ 153, 276, 20, ] 1 -504.0082 Inf 0.00s 2 -19.3455 484.6628 0.00s 3 -19.2909 0.0546 0.00s 4 -19.2663 0.0246 0.00s 5 -19.2497 0.0166 0.00s 6 -19.2376 0.0121 0.00s 7 -19.2260 0.0116 0.00s 8 -19.2128 0.0131 0.00s 9 -19.2007 0.0122 0.00s 10 -19.1927 0.0080 0.00s 11 -19.1882 0.0045 0.00s 12 -19.1855 0.0027 0.00s 13 -19.1837 0.0019 0.00s 14 -19.1822 0.0014 0.00s 15 -19.1811 0.0011 0.00s 16 -19.1802 0.0009 0.00s 19 -19.1802 16it 0.01s Initial clusters = [ 110, 242, 27, ] 1 -335.3928 Inf 0.00s 2 -19.2625 316.1302 0.00s 3 -19.1823 0.0802 0.00s 4 -19.1254 0.0569 0.00s 5 -19.0586 0.0668 0.00s 6 -18.9891 0.0695 0.00s 7 -18.9343 0.0547 0.00s 8 -18.8881 0.0462 0.00s 9 -18.8424 0.0457 0.00s 10 -18.7947 0.0476 0.00s 11 -18.7511 0.0436 0.00s 12 -18.7177 0.0333 0.00s 13 -18.6896 0.0282 0.00s 14 -18.6691 0.0205 0.00s 15 -18.6579 0.0112 0.00s 16 -18.6518 0.0061 0.00s 17 -18.6481 0.0037 0.00s 18 -18.6459 0.0023 0.00s 19 -18.6445 0.0014 0.00s 20 -18.6436 0.0009 0.00s 20 -18.6436 20it 0.01s Initial clusters = [ 198, 138, 116, ] 1 -544.3056 Inf 0.00s 2 -19.1397 525.1659 0.00s 3 -18.9589 0.1808 0.00s 4 -18.8107 0.1482 0.00s 5 -18.7302 0.0805 0.00s 6 -18.7038 0.0264 0.00s 7 -18.6980 0.0057 0.00s 8 -18.6933 0.0047 0.00s 9 -18.6890 0.0043 0.00s 10 -18.6841 0.0049 0.00s 11 -18.6788 0.0053 0.00s 12 -18.6729 0.0058 0.00s 13 -18.6653 0.0076 0.00s 14 -18.6554 0.0099 0.00s 15 -18.6476 0.0078 0.00s 16 -18.6437 0.0039 0.00s 17 -18.6419 0.0018 0.00s 18 -18.6410 0.0009 0.00s 21 -18.6410 18it 0.01s Initial clusters = [ 92, 192, 4, ] 1 -437.1215 Inf 0.00s 2 -19.0357 418.0858 0.00s 3 -18.9534 0.0823 0.00s 4 -18.9191 0.0343 0.00s 5 -18.8985 0.0206 0.00s 6 -18.8824 0.0162 0.00s 7 -18.8689 0.0135 0.00s 8 -18.8571 0.0118 0.00s 9 -18.8464 0.0106 0.00s 10 -18.8367 0.0097 0.00s 11 -18.8279 0.0088 0.00s 12 -18.8200 0.0079 0.00s 13 -18.8131 0.0068 0.00s 14 -18.8073 0.0058 0.00s 15 -18.8025 0.0048 0.00s 16 -18.7986 0.0039 0.00s 17 -18.7954 0.0032 0.00s 18 -18.7928 0.0026 0.00s 19 -18.7906 0.0021 0.00s 20 -18.7889 0.0018 0.00s 21 -18.7874 0.0015 0.00s 22 -18.7862 0.0012 0.00s 23 -18.7852 0.0010 0.00s 24 -18.7843 0.0009 0.00s 22 -18.7843 24it 0.01s Initial clusters = [ 48, 56, 57, ] 1 -306.9229 Inf 0.00s 2 -18.9404 287.9826 0.00s 3 -18.7825 0.1578 0.00s 4 -18.7011 0.0815 0.00s 5 -18.6698 0.0313 0.00s 6 -18.6569 0.0129 0.00s 7 -18.6504 0.0065 0.00s 8 -18.6471 0.0034 0.00s 9 -18.6452 0.0019 0.00s 10 -18.6441 0.0011 0.00s 11 -18.6434 0.0007 0.00s 23 -18.6434 11it 0.01s Initial clusters = [ 75, 17, 163, ] 1 -416.6153 Inf 0.00s 2 -19.3786 397.2367 0.00s 3 -19.3233 0.0553 0.00s 4 -19.2927 0.0306 0.00s 5 -19.2543 0.0385 0.00s 6 -19.1944 0.0599 0.00s 7 -19.1089 0.0855 0.00s 8 -19.0162 0.0927 0.00s 9 -18.9327 0.0835 0.00s 10 -18.8738 0.0589 0.00s 11 -18.8370 0.0367 0.00s 12 -18.8084 0.0287 0.00s 13 -18.7823 0.0261 0.00s 14 -18.7596 0.0227 0.00s 15 -18.7380 0.0216 0.00s 16 -18.7147 0.0233 0.00s 17 -18.6879 0.0267 0.00s 18 -18.6645 0.0234 0.00s 19 -18.6534 0.0111 0.00s 20 -18.6486 0.0048 0.00s 21 -18.6460 0.0026 0.00s 22 -18.6444 0.0016 0.00s 23 -18.6434 0.0010 0.00s 24 -18.6426 0.0007 0.00s 24 -18.6426 24it 0.02s Initial clusters = [ 246, 116, 15, ] 1 -595.2121 Inf 0.00s 2 -19.2941 575.9180 0.00s 3 -19.2117 0.0824 0.00s 4 -19.0855 0.1261 0.00s 5 -18.9476 0.1379 0.00s 6 -18.8521 0.0955 0.00s 7 -18.7939 0.0582 0.00s 8 -18.7752 0.0187 0.00s 9 -18.7770 0.0018 0.00s 10 -18.7805 0.0035 0.00s 11 -18.7830 0.0025 0.00s 12 -18.7848 0.0018 0.00s 13 -18.7861 0.0013 0.00s 14 -18.7870 0.0009 0.00s 25 -18.7870 14it 0.01s Initial clusters = [ 225, 287, 203, ] 1 -435.5567 Inf 0.00s 2 -19.3268 416.2299 0.00s 3 -19.2812 0.0456 0.00s 4 -19.2593 0.0219 0.00s 5 -19.2399 0.0194 0.00s 6 -19.2212 0.0188 0.00s 7 -19.2024 0.0188 0.00s 8 -19.1830 0.0194 0.00s 9 -19.1635 0.0194 0.00s 10 -19.1432 0.0203 0.00s 11 -19.1142 0.0291 0.00s 12 -19.0669 0.0473 0.00s 13 -18.9887 0.0782 0.00s 14 -18.8620 0.1266 0.00s 15 -18.7775 0.0845 0.00s 16 -18.7347 0.0429 0.00s 17 -18.7065 0.0281 0.00s 18 -18.6797 0.0268 0.00s 19 -18.6557 0.0240 0.00s 20 -18.6463 0.0093 0.00s 21 -18.6433 0.0030 0.00s 22 -18.6417 0.0015 0.00s 23 -18.6409 0.0008 0.00s 26 -18.6409 23it 0.01s Initial clusters = [ 295, 242, 265, ] 1 -382.1850 Inf 0.00s 2 -19.2453 362.9397 0.00s 3 -19.0814 0.1639 0.00s 4 -18.9628 0.1186 0.00s 5 -18.8942 0.0686 0.00s 6 -18.8492 0.0450 0.00s 7 -18.8148 0.0344 0.00s 8 -18.7880 0.0268 0.00s 9 -18.7645 0.0236 0.00s 10 -18.7422 0.0223 0.00s 11 -18.7187 0.0235 0.00s 12 -18.6911 0.0275 0.00s 13 -18.6643 0.0268 0.00s 14 -18.6511 0.0132 0.00s 15 -18.6459 0.0052 0.00s 16 -18.6434 0.0026 0.00s 17 -18.6419 0.0014 0.00s 18 -18.6411 0.0008 0.00s 27 -18.6411 18it 0.01s Initial clusters = [ 97, 252, 178, ] 1 -406.9790 Inf 0.00s 2 -19.1048 387.8742 0.00s 3 -18.9536 0.1512 0.00s 4 -18.8328 0.1208 0.00s 5 -18.7423 0.0905 0.00s 6 -18.6999 0.0423 0.00s 7 -18.6872 0.0127 0.00s 8 -18.6815 0.0057 0.00s 9 -18.6762 0.0053 0.00s 10 -18.6703 0.0059 0.00s 11 -18.6622 0.0081 0.00s 12 -18.6525 0.0098 0.00s 13 -18.6459 0.0065 0.00s 14 -18.6429 0.0030 0.00s 15 -18.6415 0.0014 0.00s 16 -18.6408 0.0007 0.00s 28 -18.6408 16it 0.01s Initial clusters = [ 91, 147, 275, ] 1 -343.6759 Inf 0.00s 2 -19.1113 324.5646 0.00s 3 -19.0248 0.0865 0.00s 4 -18.9628 0.0620 0.00s 5 -18.9010 0.0617 0.00s 6 -18.8384 0.0627 0.00s 7 -18.7832 0.0551 0.00s 8 -18.7437 0.0395 0.00s 9 -18.7104 0.0333 0.00s 10 -18.6827 0.0276 0.00s 11 -18.6644 0.0183 0.00s 12 -18.6540 0.0104 0.00s 13 -18.6482 0.0058 0.00s 14 -18.6449 0.0033 0.00s 15 -18.6429 0.0020 0.00s 16 -18.6417 0.0012 0.00s 17 -18.6410 0.0007 0.00s 29 -18.6410 17it 0.01s Initial clusters = [ 67, 272, 132, ] 1 -333.0310 Inf 0.00s 2 -19.2445 313.7865 0.00s 3 -19.1602 0.0843 0.00s 4 -19.0923 0.0679 0.00s 5 -19.0481 0.0442 0.00s 6 -19.0133 0.0348 0.00s 7 -18.9706 0.0428 0.00s 8 -18.9142 0.0564 0.00s 9 -18.8561 0.0580 0.00s 10 -18.8015 0.0546 0.00s 11 -18.7499 0.0516 0.00s 12 -18.7037 0.0463 0.00s 13 -18.6717 0.0319 0.00s 14 -18.6556 0.0162 0.00s 15 -18.6484 0.0071 0.00s 16 -18.6451 0.0033 0.00s 17 -18.6432 0.0019 0.00s 18 -18.6420 0.0012 0.00s 19 -18.6413 0.0007 0.00s 30 -18.6413 19it 0.01s Initial clusters = [ 84, 179, 117, ] 1 -431.9556 Inf 0.00s 2 -19.2964 412.6593 0.00s 3 -19.2488 0.0475 0.00s 4 -19.2158 0.0330 0.00s 5 -19.1773 0.0385 0.00s 6 -19.1309 0.0464 0.00s 7 -19.0593 0.0716 0.00s 8 -18.9750 0.0842 0.00s 9 -18.9212 0.0538 0.00s 10 -18.8875 0.0337 0.00s 11 -18.8687 0.0188 0.00s 12 -18.8594 0.0093 0.00s 13 -18.8527 0.0067 0.00s 14 -18.8463 0.0064 0.00s 15 -18.8393 0.0070 0.00s 16 -18.8313 0.0080 0.00s 17 -18.8224 0.0089 0.00s 18 -18.8129 0.0095 0.00s 19 -18.8030 0.0099 0.00s 20 -18.7917 0.0112 0.00s 21 -18.7766 0.0151 0.00s 22 -18.7572 0.0194 0.00s 23 -18.7370 0.0201 0.00s 24 -18.7156 0.0214 0.00s 25 -18.6949 0.0208 0.00s 26 -18.6737 0.0212 0.00s 27 -18.6589 0.0148 0.00s 28 -18.6540 0.0049 0.00s 29 -18.6518 0.0022 0.00s 30 -18.6504 0.0014 0.00s 31 -18.6494 0.0010 0.00s 32 -18.6485 0.0008 0.00s 0 0 -18.6485 32it 0.01s (initial solution) 1 -21.5185 Inf 0.00s 2 -18.8841 2.6344 0.00s 3 -18.8282 0.0559 0.00s 4 -18.7853 0.0429 0.00s 5 -18.7503 0.0350 0.00s 6 -18.7194 0.0309 0.00s 7 -18.6943 0.0252 0.00s 8 -18.6750 0.0193 0.00s 9 -18.6608 0.0142 0.00s 10 -18.6515 0.0093 0.00s 11 -18.6462 0.0053 0.00s 12 -18.6434 0.0028 0.00s 13 -18.6419 0.0015 0.00s 14 -18.6411 0.0008 0.00s 1 0 -18.6411 14it 0.01s (new best) 1 -18.9991 Inf 0.00s 2 -18.7129 0.2862 0.00s 3 -18.6814 0.0315 0.00s 4 -18.6637 0.0177 0.00s 5 -18.6545 0.0092 0.00s 6 -18.6497 0.0048 0.00s 7 -18.6469 0.0028 0.00s 8 -18.6452 0.0017 0.00s 9 -18.6441 0.0011 0.00s 10 -18.6434 0.0007 0.00s 2 0 -18.6434 10it 0.01s 1 -19.8922 Inf 0.00s 2 -18.8744 1.0178 0.00s 3 -18.8661 0.0083 0.00s 4 -18.8621 0.0040 0.00s 5 -18.8590 0.0031 0.00s 6 -18.8562 0.0028 0.00s 7 -18.8535 0.0027 0.00s 8 -18.8508 0.0027 0.00s 9 -18.8482 0.0026 0.00s 10 -18.8456 0.0026 0.00s 11 -18.8432 0.0024 0.00s 12 -18.8410 0.0022 0.00s 13 -18.8389 0.0021 0.00s 14 -18.8367 0.0022 0.00s 15 -18.8343 0.0025 0.00s 16 -18.8311 0.0031 0.00s 17 -18.8269 0.0042 0.00s 18 -18.8215 0.0054 0.00s 19 -18.8155 0.0060 0.00s 20 -18.8094 0.0061 0.00s 21 -18.8033 0.0060 0.00s 22 -18.7975 0.0058 0.00s 23 -18.7921 0.0054 0.00s 24 -18.7877 0.0045 0.00s 25 -18.7843 0.0034 0.00s 26 -18.7819 0.0024 0.00s 27 -18.7800 0.0018 0.00s 28 -18.7786 0.0014 0.00s 29 -18.7774 0.0012 0.00s 30 -18.7764 0.0010 0.00s 31 -18.7755 0.0009 0.00s 3 1 -18.7755 31it 0.01s 1 -19.2348 Inf 0.00s 2 -18.6704 0.5645 0.00s 3 -18.6511 0.0193 0.00s 4 -18.6430 0.0081 0.00s 5 -18.6403 0.0027 0.00s 6 -18.6396 0.0007 0.00s 4 2 -18.6396 6it 0.00s (new best) 1 -19.3908 Inf 0.00s 2 -18.6649 0.7259 0.00s 3 -18.6455 0.0194 0.00s 4 -18.6420 0.0036 0.00s 5 -18.6416 0.0003 0.00s 5 0 -18.6416 5it 0.00s 1 -19.6788 Inf 0.00s 2 -18.8716 0.8072 0.00s 3 -18.8505 0.0211 0.00s 4 -18.8366 0.0139 0.00s 5 -18.8254 0.0112 0.00s 6 -18.8162 0.0092 0.00s 7 -18.8088 0.0074 0.00s 8 -18.8024 0.0064 0.00s 9 -18.7964 0.0060 0.00s 10 -18.7909 0.0056 0.00s 11 -18.7862 0.0047 0.00s 12 -18.7822 0.0040 0.00s 13 -18.7788 0.0034 0.00s 14 -18.7759 0.0029 0.00s 15 -18.7736 0.0023 0.00s 16 -18.7717 0.0019 0.00s 17 -18.7701 0.0016 0.00s 18 -18.7687 0.0014 0.00s 19 -18.7674 0.0012 0.00s 20 -18.7662 0.0012 0.00s 21 -18.7650 0.0012 0.00s 22 -18.7637 0.0013 0.00s 23 -18.7624 0.0013 0.00s 24 -18.7610 0.0014 0.00s 25 -18.7594 0.0016 0.00s 26 -18.7575 0.0019 0.00s 27 -18.7555 0.0020 0.00s 28 -18.7541 0.0015 0.00s 29 -18.7531 0.0010 0.00s 6 1 -18.7531 29it 0.02s 1 -20.6927 Inf 0.00s 2 -18.8363 1.8564 0.00s 3 -18.8011 0.0352 0.00s 4 -18.7891 0.0119 0.00s 5 -18.7773 0.0119 0.00s 6 -18.7657 0.0116 0.00s 7 -18.7604 0.0053 0.00s 8 -18.7562 0.0042 0.00s 9 -18.7508 0.0054 0.00s 10 -18.7411 0.0096 0.00s 11 -18.7232 0.0179 0.00s 12 -18.7060 0.0172 0.00s 13 -18.6928 0.0132 0.00s 14 -18.6799 0.0129 0.00s 15 -18.6673 0.0126 0.00s 16 -18.6570 0.0103 0.00s 17 -18.6499 0.0071 0.00s 18 -18.6456 0.0043 0.00s 19 -18.6431 0.0024 0.00s 20 -18.6418 0.0013 0.00s 21 -18.6410 0.0008 0.00s 7 2 -18.6410 21it 0.01s 1 -20.2169 Inf 0.00s 2 -19.1752 1.0418 0.00s 3 -19.1227 0.0525 0.00s 4 -19.0635 0.0592 0.00s 5 -18.9985 0.0649 0.00s 6 -18.9258 0.0727 0.00s 7 -18.8368 0.0890 0.00s 8 -18.7364 0.1004 0.00s 9 -18.6758 0.0606 0.00s 10 -18.6568 0.0190 0.00s 11 -18.6491 0.0077 0.00s 12 -18.6452 0.0039 0.00s 13 -18.6430 0.0022 0.00s 14 -18.6417 0.0013 0.00s 15 -18.6410 0.0008 0.00s 8 3 -18.6410 15it 0.01s 1 -19.2370 Inf 0.00s 2 -18.6577 0.5793 0.00s 3 -18.6462 0.0115 0.00s 4 -18.6429 0.0033 0.00s 5 -18.6416 0.0013 0.00s 6 -18.6408 0.0007 0.00s 9 4 -18.6408 6it 0.01s 1 -20.2154 Inf 0.00s 2 -19.1683 1.0471 0.00s 3 -19.1204 0.0478 0.00s 4 -19.0247 0.0957 0.00s 5 -18.8965 0.1282 0.00s 6 -18.7583 0.1382 0.00s 7 -18.6601 0.0983 0.00s 8 -18.6378 0.0222 0.00s 9 -18.6367 0.0012 0.00s 10 -18.6377 0.0010 0.00s 11 -18.6385 0.0008 0.00s 10 5 -18.6385 11it 0.00s (new best) 1 -20.5273 Inf 0.00s 2 -18.7402 1.7872 0.00s 3 -18.7031 0.0370 0.00s 4 -18.6863 0.0169 0.00s 5 -18.6725 0.0137 0.00s 6 -18.6606 0.0120 0.00s 7 -18.6513 0.0092 0.00s 8 -18.6457 0.0057 0.00s 9 -18.6429 0.0028 0.00s 10 -18.6415 0.0013 0.00s 11 -18.6409 0.0007 0.00s 11 0 -18.6409 11it 0.00s 1 -19.9019 Inf 0.00s 2 -19.0450 0.8569 0.00s 3 -18.9101 0.1349 0.00s 4 -18.7642 0.1458 0.00s 5 -18.6642 0.1001 0.00s 6 -18.6374 0.0267 0.00s 7 -18.6329 0.0046 0.00s 8 -18.6337 0.0009 0.00s 12 1 -18.6337 8it 0.00s (new best) 1 -19.3712 Inf 0.00s 2 -18.7944 0.5768 0.00s 3 -18.7405 0.0539 0.00s 4 -18.6913 0.0492 0.00s 5 -18.6614 0.0299 0.00s 6 -18.6500 0.0114 0.00s 7 -18.6454 0.0046 0.00s 8 -18.6430 0.0025 0.00s 9 -18.6415 0.0014 0.00s 10 -18.6408 0.0007 0.00s 13 0 -18.6408 10it 0.00s 1 -20.1698 Inf 0.00s 2 -18.7458 1.4240 0.00s 3 -18.6956 0.0502 0.00s 4 -18.6732 0.0224 0.00s 5 -18.6597 0.0135 0.00s 6 -18.6507 0.0090 0.00s 7 -18.6455 0.0052 0.00s 8 -18.6430 0.0026 0.00s 9 -18.6417 0.0013 0.00s 10 -18.6410 0.0007 0.00s 14 1 -18.6410 10it 0.00s 1 -20.3486 Inf 0.00s 2 -19.1955 1.1531 0.00s 3 -19.1728 0.0227 0.00s 4 -19.1561 0.0167 0.00s 5 -19.1452 0.0110 0.00s 6 -19.1383 0.0069 0.00s 7 -19.1342 0.0040 0.00s 8 -19.1302 0.0040 0.00s 9 -19.1238 0.0064 0.00s 10 -19.1116 0.0122 0.00s 11 -19.0942 0.0174 0.00s 12 -19.0730 0.0212 0.00s 13 -19.0458 0.0272 0.00s 14 -19.0049 0.0409 0.00s 15 -18.9140 0.0909 0.00s 16 -18.7942 0.1198 0.00s 17 -18.6959 0.0983 0.00s 18 -18.6535 0.0424 0.00s 19 -18.6403 0.0131 0.00s 20 -18.6362 0.0041 0.00s 21 -18.6365 0.0002 0.00s 15 2 -18.6365 21it 0.02s 1 -19.8183 Inf 0.00s 2 -18.8688 0.9495 0.00s 3 -18.8508 0.0179 0.00s 4 -18.8295 0.0214 0.00s 5 -18.8080 0.0215 0.00s 6 -18.7929 0.0151 0.00s 7 -18.7817 0.0112 0.00s 8 -18.7712 0.0105 0.00s 9 -18.7602 0.0110 0.00s 10 -18.7511 0.0090 0.00s 11 -18.7428 0.0083 0.00s 12 -18.7317 0.0111 0.00s 13 -18.7138 0.0179 0.00s 14 -18.6868 0.0270 0.00s 15 -18.6602 0.0266 0.00s 16 -18.6474 0.0128 0.00s 17 -18.6443 0.0030 0.00s 18 -18.6441 0.0002 0.00s 16 3 -18.6441 18it 0.01s 1 -19.5191 Inf 0.00s 2 -18.8151 0.7040 0.00s 3 -18.7923 0.0229 0.00s 4 -18.7589 0.0333 0.00s 5 -18.7224 0.0365 0.00s 6 -18.6870 0.0355 0.00s 7 -18.6634 0.0235 0.00s 8 -18.6519 0.0115 0.00s 9 -18.6468 0.0051 0.00s 10 -18.6444 0.0024 0.00s 11 -18.6431 0.0013 0.00s 12 -18.6423 0.0008 0.00s 17 4 -18.6423 12it 0.01s 1 -20.1088 Inf 0.00s 2 -19.0926 1.0162 0.00s 3 -18.9440 0.1486 0.00s 4 -18.7862 0.1579 0.00s 5 -18.6825 0.1037 0.00s 6 -18.6454 0.0371 0.00s 7 -18.6394 0.0060 0.00s 8 -18.6393 0.0001 0.00s 18 5 -18.6393 8it 0.01s 1 -20.4330 Inf 0.00s 2 -19.2096 1.2233 0.00s 3 -19.1932 0.0164 0.00s 4 -19.1861 0.0071 0.00s 5 -19.1825 0.0036 0.00s 6 -19.1795 0.0030 0.00s 7 -19.1752 0.0043 0.00s 8 -19.1693 0.0059 0.00s 9 -19.1646 0.0047 0.00s 10 -19.1601 0.0045 0.00s 11 -19.1553 0.0048 0.00s 12 -19.1500 0.0053 0.00s 13 -19.1440 0.0060 0.00s 14 -19.1366 0.0074 0.00s 15 -19.1285 0.0081 0.00s 16 -19.1204 0.0081 0.00s 17 -19.1125 0.0079 0.00s 18 -19.1051 0.0074 0.00s 19 -19.0986 0.0066 0.00s 20 -19.0930 0.0056 0.00s 21 -19.0880 0.0050 0.00s 22 -19.0824 0.0056 0.00s 23 -19.0709 0.0115 0.00s 24 -19.0353 0.0357 0.00s 25 -18.9840 0.0512 0.00s 26 -18.9426 0.0414 0.00s 27 -18.9088 0.0339 0.00s 28 -18.8669 0.0419 0.00s 29 -18.8015 0.0653 0.00s 30 -18.7398 0.0617 0.00s 31 -18.7035 0.0363 0.00s 32 -18.6752 0.0284 0.00s 33 -18.6486 0.0266 0.00s 34 -18.6403 0.0083 0.00s 35 -18.6395 0.0007 0.00s 19 6 -18.6395 35it 0.02s 1 -20.5691 Inf 0.00s 2 -18.8018 1.7673 0.00s 3 -18.7635 0.0383 0.00s 4 -18.7403 0.0232 0.00s 5 -18.7194 0.0208 0.00s 6 -18.7005 0.0189 0.00s 7 -18.6868 0.0136 0.00s 8 -18.6735 0.0133 0.00s 9 -18.6618 0.0117 0.00s 10 -18.6531 0.0087 0.00s 11 -18.6475 0.0056 0.00s 12 -18.6442 0.0033 0.00s 13 -18.6424 0.0018 0.00s 14 -18.6414 0.0010 0.00s 15 -18.6408 0.0006 0.00s 20 7 -18.6408 15it 0.01s 1 -19.5687 Inf 0.00s 2 -18.9838 0.5849 0.00s 3 -18.8554 0.1283 0.00s 4 -18.7674 0.0880 0.00s 5 -18.7076 0.0598 0.00s 6 -18.6700 0.0376 0.00s 7 -18.6424 0.0277 0.00s 8 -18.6374 0.0050 0.00s 9 -18.6379 0.0005 0.00s 21 8 -18.6379 9it 0.01s 1 -20.2647 Inf 0.00s 2 -19.2139 1.0508 0.00s 3 -19.1814 0.0325 0.00s 4 -19.1421 0.0393 0.00s 5 -19.0907 0.0514 0.00s 6 -19.0268 0.0639 0.00s 7 -18.9489 0.0779 0.00s 8 -18.8502 0.0987 0.00s 9 -18.7324 0.1179 0.00s 10 -18.6673 0.0650 0.00s 11 -18.6438 0.0235 0.00s 12 -18.6374 0.0064 0.00s 13 -18.6370 0.0003 0.00s 22 9 -18.6370 13it 0.01s 1 -20.8112 Inf 0.00s 2 -18.7614 2.0498 0.00s 3 -18.7228 0.0386 0.00s 4 -18.7064 0.0164 0.00s 5 -18.6950 0.0115 0.00s 6 -18.6855 0.0095 0.00s 7 -18.6745 0.0109 0.00s 8 -18.6613 0.0133 0.00s 9 -18.6515 0.0097 0.00s 10 -18.6459 0.0056 0.00s 11 -18.6431 0.0028 0.00s 12 -18.6417 0.0014 0.00s 13 -18.6410 0.0007 0.00s 23 10 -18.6410 13it 0.01s 1 -21.0940 Inf 0.00s 2 -18.8340 2.2600 0.00s 3 -18.7983 0.0357 0.00s 4 -18.7876 0.0108 0.00s 5 -18.7806 0.0070 0.00s 6 -18.7763 0.0043 0.00s 7 -18.7731 0.0032 0.00s 8 -18.7699 0.0032 0.00s 9 -18.7662 0.0037 0.00s 10 -18.7624 0.0038 0.00s 11 -18.7598 0.0026 0.00s 12 -18.7582 0.0015 0.00s 13 -18.7572 0.0010 0.00s 14 -18.7563 0.0009 0.00s 24 11 -18.7563 14it 0.01s 1 -18.9792 Inf 0.00s 2 -18.6939 0.2853 0.00s 3 -18.6645 0.0294 0.00s 4 -18.6518 0.0127 0.00s 5 -18.6447 0.0071 0.00s 6 -18.6427 0.0020 0.00s 7 -18.6422 0.0005 0.00s 25 12 -18.6422 7it 0.00s 1 -19.5920 Inf 0.00s 2 -18.8386 0.7533 0.00s 3 -18.7858 0.0528 0.00s 4 -18.7489 0.0369 0.00s 5 -18.7195 0.0294 0.00s 6 -18.6970 0.0224 0.00s 7 -18.6799 0.0171 0.00s 8 -18.6652 0.0148 0.00s 9 -18.6508 0.0143 0.00s 10 -18.6444 0.0064 0.00s 11 -18.6431 0.0013 0.00s 12 -18.6429 0.0002 0.00s 26 13 -18.6429 12it 0.01s 1 -20.2751 Inf 0.00s 2 -19.2171 1.0579 0.00s 3 -19.2064 0.0107 0.00s 4 -19.1956 0.0108 0.00s 5 -19.1801 0.0155 0.00s 6 -19.1586 0.0215 0.00s 7 -19.1269 0.0317 0.00s 8 -19.0677 0.0591 0.00s 9 -18.9688 0.0989 0.00s 10 -18.8437 0.1251 0.00s 11 -18.7342 0.1095 0.00s 12 -18.6772 0.0570 0.00s 13 -18.6516 0.0256 0.00s 14 -18.6418 0.0098 0.00s 15 -18.6395 0.0023 0.00s 16 -18.6392 0.0003 0.00s 27 14 -18.6392 16it 0.01s 1 -19.4833 Inf 0.00s 2 -18.6557 0.8276 0.00s 3 -18.6422 0.0135 0.00s 4 -18.6406 0.0016 0.00s 5 -18.6405 0.0001 0.00s 28 15 -18.6405 5it 0.00s Initial clusters = [ 84, 179, 117, ] 1 -431.9556 Inf 0.00s 2 -19.2964 412.6593 0.00s 3 -19.2488 0.0475 0.00s 4 -19.2158 0.0330 0.00s 5 -19.1773 0.0385 0.00s 6 -19.1309 0.0464 0.00s 7 -19.0593 0.0716 0.00s 8 -18.9750 0.0842 0.00s 9 -18.9212 0.0538 0.00s 10 -18.8875 0.0337 0.00s 11 -18.8687 0.0188 0.00s 12 -18.8594 0.0093 0.00s 13 -18.8527 0.0067 0.00s 14 -18.8463 0.0064 0.00s 15 -18.8393 0.0070 0.00s 16 -18.8313 0.0080 0.00s 17 -18.8224 0.0089 0.00s 18 -18.8129 0.0095 0.00s 19 -18.8030 0.0099 0.00s 20 -18.7917 0.0112 0.00s 21 -18.7766 0.0151 0.00s 22 -18.7572 0.0194 0.00s 23 -18.7370 0.0201 0.00s 24 -18.7156 0.0214 0.00s 25 -18.6949 0.0208 0.00s 26 -18.6737 0.0212 0.00s 27 -18.6589 0.0148 0.00s 28 -18.6540 0.0049 0.00s 29 -18.6518 0.0022 0.00s 30 -18.6504 0.0014 0.00s 31 -18.6494 0.0010 0.00s 32 -18.6485 0.0008 0.00s 0 -18.6485 32it 0.02s (initial population) Initial clusters = [ 142, 233, 161, ] 1 -450.8234 Inf 0.00s 2 -19.2429 431.5806 0.00s 3 -19.2280 0.0149 0.00s 4 -19.2231 0.0049 0.00s 5 -19.2184 0.0047 0.00s 6 -19.2119 0.0065 0.00s 7 -19.2017 0.0102 0.00s 8 -19.1855 0.0162 0.00s 9 -19.1608 0.0248 0.00s 10 -19.1229 0.0379 0.00s 11 -19.0915 0.0313 0.00s 12 -19.0729 0.0186 0.00s 13 -19.0582 0.0147 0.00s 14 -19.0441 0.0141 0.00s 15 -19.0283 0.0157 0.00s 16 -19.0104 0.0180 0.00s 17 -18.9923 0.0181 0.00s 18 -18.9798 0.0125 0.00s 19 -18.9755 0.0044 0.00s 20 -18.9749 0.0006 0.00s 0 -18.9749 20it 0.01s (initial population) Initial clusters = [ 281, 115, 274, ] 1 -384.1450 Inf 0.00s 2 -19.1347 365.0102 0.00s 3 -19.1254 0.0093 0.00s 4 -19.1194 0.0060 0.00s 5 -19.1134 0.0060 0.00s 6 -19.1106 0.0029 0.00s 7 -19.1096 0.0010 0.00s 0 -19.1096 7it 0.00s (initial population) Initial clusters = [ 49, 253, 81, ] 1 -300.8292 Inf 0.00s 2 -19.2618 281.5674 0.00s 3 -19.1320 0.1298 0.00s 4 -19.0141 0.1179 0.00s 5 -18.9075 0.1066 0.00s 6 -18.8289 0.0787 0.00s 7 -18.8043 0.0246 0.00s 8 -18.7977 0.0066 0.00s 9 -18.7939 0.0038 0.00s 10 -18.7903 0.0036 0.00s 11 -18.7867 0.0036 0.00s 12 -18.7833 0.0034 0.00s 13 -18.7804 0.0029 0.00s 14 -18.7781 0.0023 0.00s 15 -18.7764 0.0017 0.00s 16 -18.7751 0.0013 0.00s 17 -18.7740 0.0011 0.00s 18 -18.7731 0.0009 0.00s 0 -18.7731 18it 0.01s (initial population) Initial clusters = [ 277, 45, 80, ] 1 -399.4921 Inf 0.00s 2 -19.2054 380.2867 0.00s 3 -19.0153 0.1900 0.00s 4 -18.8740 0.1414 0.00s 5 -18.7600 0.1139 0.00s 6 -18.6767 0.0833 0.00s 7 -18.6381 0.0385 0.00s 8 -18.6327 0.0054 0.00s 9 -18.6345 0.0018 0.00s 10 -18.6365 0.0020 0.00s 11 -18.6378 0.0013 0.00s 12 -18.6386 0.0008 0.00s 0 -18.6386 12it 0.01s (initial population) Initial clusters = [ 157, 83, 235, ] 1 -421.7079 Inf 0.00s 2 -19.1331 402.5748 0.00s 3 -19.0625 0.0705 0.00s 4 -18.9683 0.0943 0.00s 5 -18.8374 0.1309 0.00s 6 -18.7170 0.1204 0.00s 7 -18.6546 0.0624 0.00s 8 -18.6391 0.0155 0.00s 9 -18.6384 0.0007 0.00s 0 -18.6384 9it 0.00s (initial population) Initial clusters = [ 264, 26, 68, ] 1 -460.8601 Inf 0.00s 2 -19.3720 441.4881 0.00s 3 -19.3193 0.0527 0.00s 4 -19.2815 0.0378 0.00s 5 -19.2474 0.0341 0.00s 6 -19.2109 0.0365 0.00s 7 -19.1687 0.0422 0.00s 8 -19.1194 0.0493 0.00s 9 -19.0683 0.0512 0.00s 10 -19.0113 0.0570 0.00s 11 -18.9394 0.0719 0.00s 12 -18.8591 0.0803 0.00s 13 -18.7862 0.0729 0.00s 14 -18.7353 0.0509 0.00s 15 -18.6986 0.0367 0.00s 16 -18.6717 0.0269 0.00s 17 -18.6566 0.0152 0.00s 18 -18.6493 0.0073 0.00s 19 -18.6455 0.0038 0.00s 20 -18.6433 0.0022 0.00s 21 -18.6418 0.0014 0.00s 22 -18.6409 0.0009 0.00s 0 -18.6409 22it 0.02s (initial population) Initial clusters = [ 59, 123, 233, ] 1 -505.1671 Inf 0.00s 2 -19.0749 486.0922 0.00s 3 -18.9015 0.1734 0.00s 4 -18.7653 0.1362 0.00s 5 -18.6882 0.0771 0.00s 6 -18.6529 0.0354 0.00s 7 -18.6414 0.0114 0.00s 8 -18.6401 0.0013 0.00s 9 -18.6400 0.0002 0.00s 0 -18.6400 9it 0.00s (initial population) Initial clusters = [ 289, 215, 4, ] 1 -441.5875 Inf 0.00s 2 -19.3197 422.2678 0.00s 3 -19.2578 0.0619 0.00s 4 -19.2346 0.0231 0.00s 5 -19.2203 0.0143 0.00s 6 -19.2068 0.0135 0.00s 7 -19.1897 0.0170 0.00s 8 -19.1685 0.0213 0.00s 9 -19.1473 0.0212 0.00s 10 -19.1240 0.0233 0.00s 11 -19.0859 0.0381 0.00s 12 -19.0212 0.0647 0.00s 13 -18.9649 0.0563 0.00s 14 -18.9251 0.0398 0.00s 15 -18.8892 0.0359 0.00s 16 -18.8549 0.0343 0.00s 17 -18.8208 0.0341 0.00s 18 -18.7896 0.0312 0.00s 19 -18.7698 0.0198 0.00s 20 -18.7549 0.0149 0.00s 21 -18.7438 0.0111 0.00s 22 -18.7334 0.0105 0.00s 23 -18.7196 0.0138 0.00s 24 -18.7035 0.0161 0.00s 25 -18.6868 0.0167 0.00s 26 -18.6688 0.0181 0.00s 27 -18.6555 0.0132 0.00s 28 -18.6491 0.0064 0.00s 29 -18.6459 0.0032 0.00s 30 -18.6440 0.0020 0.00s 31 -18.6425 0.0014 0.00s 32 -18.6415 0.0010 0.00s 0 -18.6415 32it 0.02s (initial population) Initial clusters = [ 269, 65, 262, ] 1 -537.3009 Inf 0.00s 2 -19.0928 518.2081 0.00s 3 -19.0336 0.0593 0.00s 4 -19.0023 0.0313 0.00s 5 -18.9783 0.0240 0.00s 6 -18.9567 0.0215 0.00s 7 -18.9337 0.0231 0.00s 8 -18.9127 0.0210 0.00s 9 -18.8993 0.0134 0.00s 10 -18.8912 0.0080 0.00s 11 -18.8858 0.0054 0.00s 12 -18.8815 0.0043 0.00s 13 -18.8778 0.0038 0.00s 14 -18.8741 0.0037 0.00s 15 -18.8703 0.0038 0.00s 16 -18.8663 0.0040 0.00s 17 -18.8618 0.0044 0.00s 18 -18.8570 0.0048 0.00s 19 -18.8521 0.0049 0.00s 20 -18.8471 0.0050 0.00s 21 -18.8417 0.0054 0.00s 22 -18.8355 0.0061 0.00s 23 -18.8290 0.0066 0.00s 24 -18.8222 0.0068 0.00s 25 -18.8134 0.0088 0.00s 26 -18.7981 0.0154 0.00s 27 -18.7798 0.0182 0.00s 28 -18.7643 0.0156 0.00s 29 -18.7485 0.0158 0.00s 30 -18.7287 0.0197 0.00s 31 -18.7051 0.0236 0.00s 32 -18.6825 0.0226 0.00s 33 -18.6648 0.0177 0.00s 34 -18.6543 0.0105 0.00s 35 -18.6481 0.0062 0.00s 36 -18.6446 0.0035 0.00s 37 -18.6427 0.0020 0.00s 38 -18.6416 0.0011 0.00s 39 -18.6409 0.0006 0.00s 0 -18.6409 39it 0.02s (initial population) Initial clusters = [ 285, 39, 163, ] 1 -317.7257 Inf 0.00s 2 -19.1893 298.5364 0.00s 3 -19.0298 0.1595 0.00s 4 -18.9440 0.0859 0.00s 5 -18.8827 0.0613 0.00s 6 -18.8394 0.0433 0.00s 7 -18.8077 0.0317 0.00s 8 -18.7751 0.0326 0.00s 9 -18.7450 0.0301 0.00s 10 -18.7186 0.0265 0.00s 11 -18.6912 0.0274 0.00s 12 -18.6692 0.0220 0.00s 13 -18.6574 0.0118 0.00s 14 -18.6513 0.0061 0.00s 15 -18.6478 0.0035 0.00s 16 -18.6457 0.0021 0.00s 17 -18.6443 0.0013 0.00s 18 -18.6435 0.0009 0.00s 0 -18.6435 18it 0.01s (initial population) Initial clusters = [ 99, 103, 220, ] 1 -371.5106 Inf 0.00s 2 -19.3469 352.1637 0.00s 3 -19.3281 0.0188 0.00s 4 -19.3158 0.0123 0.00s 5 -19.2982 0.0175 0.00s 6 -19.2756 0.0226 0.00s 7 -19.2511 0.0245 0.00s 8 -19.2297 0.0213 0.00s 9 -19.2140 0.0158 0.00s 10 -19.1996 0.0144 0.00s 11 -19.1788 0.0208 0.00s 12 -19.1486 0.0302 0.00s 13 -19.1204 0.0282 0.00s 14 -19.0923 0.0281 0.00s 15 -19.0467 0.0456 0.00s 16 -18.9959 0.0508 0.00s 17 -18.9419 0.0539 0.00s 18 -18.8803 0.0617 0.00s 19 -18.8111 0.0692 0.00s 20 -18.7428 0.0683 0.00s 21 -18.7008 0.0420 0.00s 22 -18.6812 0.0196 0.00s 23 -18.6680 0.0132 0.00s 24 -18.6559 0.0121 0.00s 25 -18.6488 0.0071 0.00s 26 -18.6456 0.0032 0.00s 27 -18.6440 0.0016 0.00s 28 -18.6431 0.0009 0.00s 0 -18.6431 28it 0.01s (initial population) Initial clusters = [ 106, 255, 147, ] 1 -387.8624 Inf 0.00s 2 -18.9768 368.8855 0.00s 3 -18.8447 0.1321 0.00s 4 -18.7420 0.1027 0.00s 5 -18.6944 0.0476 0.00s 6 -18.6738 0.0206 0.00s 7 -18.6636 0.0102 0.00s 8 -18.6576 0.0060 0.00s 9 -18.6538 0.0039 0.00s 10 -18.6512 0.0026 0.00s 11 -18.6493 0.0019 0.00s 12 -18.6479 0.0014 0.00s 13 -18.6468 0.0011 0.00s 14 -18.6457 0.0010 0.00s 15 -18.6447 0.0010 0.00s 0 -18.6447 15it 0.01s (initial population) Initial clusters = [ 184, 91, 1, ] 1 -458.7382 Inf 0.00s 2 -19.2796 439.4586 0.00s 3 -19.1536 0.1260 0.00s 4 -19.0530 0.1007 0.00s 5 -18.9943 0.0587 0.00s 6 -18.9575 0.0367 0.00s 7 -18.9290 0.0285 0.00s 8 -18.9062 0.0229 0.00s 9 -18.8876 0.0186 0.00s 10 -18.8726 0.0150 0.00s 11 -18.8605 0.0121 0.00s 12 -18.8509 0.0096 0.00s 13 -18.8434 0.0075 0.00s 14 -18.8374 0.0060 0.00s 15 -18.8321 0.0052 0.00s 16 -18.8266 0.0055 0.00s 17 -18.8199 0.0067 0.00s 18 -18.8129 0.0070 0.00s 19 -18.8030 0.0099 0.00s 20 -18.7929 0.0101 0.00s 21 -18.7868 0.0060 0.00s 22 -18.7823 0.0045 0.00s 23 -18.7775 0.0049 0.00s 24 -18.7716 0.0059 0.00s 25 -18.7647 0.0069 0.00s 26 -18.7543 0.0104 0.00s 27 -18.7341 0.0202 0.00s 28 -18.7073 0.0268 0.00s 29 -18.6796 0.0277 0.00s 30 -18.6595 0.0201 0.00s 31 -18.6501 0.0093 0.00s 32 -18.6465 0.0036 0.00s 33 -18.6452 0.0013 0.00s 34 -18.6446 0.0006 0.00s 0 -18.6446 34it 0.01s (initial population) Initial clusters = [ 290, 7, 217, ] 1 -455.6394 Inf 0.00s 2 -19.3218 436.3177 0.00s 3 -19.2540 0.0678 0.00s 4 -19.1795 0.0745 0.00s 5 -19.0894 0.0901 0.00s 6 -18.9962 0.0932 0.00s 7 -18.9146 0.0817 0.00s 8 -18.8638 0.0508 0.00s 9 -18.8311 0.0327 0.00s 10 -18.8063 0.0248 0.00s 11 -18.7849 0.0214 0.00s 12 -18.7697 0.0152 0.00s 13 -18.7565 0.0132 0.00s 14 -18.7438 0.0127 0.00s 15 -18.7291 0.0146 0.00s 16 -18.7096 0.0196 0.00s 17 -18.6888 0.0207 0.00s 18 -18.6664 0.0224 0.00s 19 -18.6488 0.0176 0.00s 20 -18.6428 0.0060 0.00s 21 -18.6417 0.0011 0.00s 22 -18.6415 0.0003 0.00s 0 -18.6415 22it 0.01s (initial population) Initial clusters = [ 249, 93, 149, ] 1 -352.3483 Inf 0.00s 2 -19.3832 332.9650 0.00s 3 -19.3579 0.0253 0.00s 4 -19.3403 0.0177 0.00s 5 -19.3189 0.0213 0.00s 6 -19.2939 0.0250 0.00s 7 -19.2649 0.0291 0.00s 8 -19.2267 0.0381 0.00s 9 -19.1724 0.0543 0.00s 10 -19.0937 0.0787 0.00s 11 -18.9986 0.0950 0.00s 12 -18.9292 0.0694 0.00s 13 -18.8892 0.0401 0.00s 14 -18.8591 0.0301 0.00s 15 -18.8349 0.0242 0.00s 16 -18.8164 0.0186 0.00s 17 -18.8012 0.0151 0.00s 18 -18.7868 0.0144 0.00s 19 -18.7703 0.0165 0.00s 20 -18.7493 0.0210 0.00s 21 -18.7229 0.0264 0.00s 22 -18.6920 0.0309 0.00s 23 -18.6646 0.0274 0.00s 24 -18.6515 0.0131 0.00s 25 -18.6462 0.0053 0.00s 26 -18.6436 0.0027 0.00s 27 -18.6421 0.0015 0.00s 28 -18.6412 0.0009 0.00s 0 -18.6412 28it 0.01s (initial population) Initial clusters = [ 71, 35, 27, ] 1 -322.5374 Inf 0.00s 2 -19.1594 303.3780 0.00s 3 -19.0177 0.1416 0.00s 4 -18.9150 0.1027 0.00s 5 -18.8560 0.0590 0.00s 6 -18.8175 0.0385 0.00s 7 -18.7864 0.0311 0.00s 8 -18.7543 0.0321 0.00s 9 -18.7226 0.0317 0.00s 10 -18.6945 0.0281 0.00s 11 -18.6705 0.0240 0.00s 12 -18.6591 0.0114 0.00s 13 -18.6541 0.0051 0.00s 14 -18.6509 0.0032 0.00s 15 -18.6487 0.0022 0.00s 16 -18.6470 0.0016 0.00s 17 -18.6459 0.0012 0.00s 18 -18.6450 0.0009 0.00s 0 -18.6450 18it 0.01s (initial population) Initial clusters = [ 291, 131, 260, ] 1 -351.1127 Inf 0.00s 2 -19.0543 332.0585 0.00s 3 -18.9587 0.0956 0.00s 4 -18.9144 0.0442 0.00s 5 -18.8712 0.0433 0.00s 6 -18.8255 0.0457 0.00s 7 -18.8048 0.0207 0.00s 8 -18.7921 0.0128 0.00s 9 -18.7810 0.0111 0.00s 10 -18.7715 0.0094 0.00s 11 -18.7632 0.0083 0.00s 12 -18.7552 0.0080 0.00s 13 -18.7467 0.0085 0.00s 14 -18.7378 0.0089 0.00s 15 -18.7288 0.0090 0.00s 16 -18.7184 0.0103 0.00s 17 -18.7082 0.0102 0.00s 18 -18.6993 0.0089 0.00s 19 -18.6892 0.0101 0.00s 20 -18.6734 0.0158 0.00s 21 -18.6544 0.0190 0.00s 22 -18.6437 0.0107 0.00s 23 -18.6411 0.0026 0.00s 24 -18.6406 0.0005 0.00s 0 -18.6406 24it 0.02s (initial population) Initial clusters = [ 66, 106, 73, ] 1 -501.3309 Inf 0.00s 2 -19.0661 482.2649 0.00s 3 -18.9251 0.1410 0.00s 4 -18.8349 0.0902 0.00s 5 -18.7788 0.0560 0.00s 6 -18.7431 0.0357 0.00s 7 -18.7150 0.0281 0.00s 8 -18.6869 0.0281 0.00s 9 -18.6625 0.0244 0.00s 10 -18.6516 0.0109 0.00s 11 -18.6474 0.0042 0.00s 12 -18.6452 0.0022 0.00s 13 -18.6438 0.0014 0.00s 14 -18.6428 0.0010 0.00s 0 -18.6428 14it 0.01s (initial population) Initial clusters = [ 153, 276, 20, ] 1 -504.0082 Inf 0.00s 2 -19.3455 484.6628 0.00s 3 -19.2909 0.0546 0.00s 4 -19.2663 0.0246 0.00s 5 -19.2497 0.0166 0.00s 6 -19.2376 0.0121 0.00s 7 -19.2260 0.0116 0.00s 8 -19.2128 0.0131 0.00s 9 -19.2007 0.0122 0.00s 10 -19.1927 0.0080 0.00s 11 -19.1882 0.0045 0.00s 12 -19.1855 0.0027 0.00s 13 -19.1837 0.0019 0.00s 14 -19.1822 0.0014 0.00s 15 -19.1811 0.0011 0.00s 16 -19.1802 0.0009 0.00s 0 -19.1802 16it 0.01s (initial population) Initial clusters = [ 110, 242, 27, ] 1 -335.3928 Inf 0.00s 2 -19.2625 316.1302 0.00s 3 -19.1823 0.0802 0.00s 4 -19.1254 0.0569 0.00s 5 -19.0586 0.0668 0.00s 6 -18.9891 0.0695 0.00s 7 -18.9343 0.0547 0.00s 8 -18.8881 0.0462 0.00s 9 -18.8424 0.0457 0.00s 10 -18.7947 0.0476 0.00s 11 -18.7511 0.0436 0.00s 12 -18.7177 0.0333 0.00s 13 -18.6896 0.0282 0.00s 14 -18.6691 0.0205 0.00s 15 -18.6579 0.0112 0.00s 16 -18.6518 0.0061 0.00s 17 -18.6481 0.0037 0.00s 18 -18.6459 0.0023 0.00s 19 -18.6445 0.0014 0.00s 20 -18.6436 0.0009 0.00s 0 -18.6436 20it 0.01s (initial population) Initial clusters = [ 198, 138, 116, ] 1 -544.3056 Inf 0.00s 2 -19.1397 525.1659 0.00s 3 -18.9589 0.1808 0.00s 4 -18.8107 0.1482 0.00s 5 -18.7302 0.0805 0.00s 6 -18.7038 0.0264 0.00s 7 -18.6980 0.0057 0.00s 8 -18.6933 0.0047 0.00s 9 -18.6890 0.0043 0.00s 10 -18.6841 0.0049 0.00s 11 -18.6788 0.0053 0.00s 12 -18.6729 0.0058 0.00s 13 -18.6653 0.0076 0.00s 14 -18.6554 0.0099 0.00s 15 -18.6476 0.0078 0.00s 16 -18.6437 0.0039 0.00s 17 -18.6419 0.0018 0.00s 18 -18.6410 0.0009 0.00s 0 -18.6410 18it 0.01s (initial population) Initial clusters = [ 92, 192, 4, ] 1 -437.1215 Inf 0.00s 2 -19.0357 418.0858 0.00s 3 -18.9534 0.0823 0.00s 4 -18.9191 0.0343 0.00s 5 -18.8985 0.0206 0.00s 6 -18.8824 0.0162 0.00s 7 -18.8689 0.0135 0.00s 8 -18.8571 0.0118 0.00s 9 -18.8464 0.0106 0.00s 10 -18.8367 0.0097 0.00s 11 -18.8279 0.0088 0.00s 12 -18.8200 0.0079 0.00s 13 -18.8131 0.0068 0.00s 14 -18.8073 0.0058 0.00s 15 -18.8025 0.0048 0.00s 16 -18.7986 0.0039 0.00s 17 -18.7954 0.0032 0.00s 18 -18.7928 0.0026 0.00s 19 -18.7906 0.0021 0.00s 20 -18.7889 0.0018 0.00s 21 -18.7874 0.0015 0.00s 22 -18.7862 0.0012 0.00s 23 -18.7852 0.0010 0.00s 24 -18.7843 0.0009 0.00s 0 -18.7843 24it 0.01s (initial population) Initial clusters = [ 48, 56, 57, ] 1 -306.9229 Inf 0.00s 2 -18.9404 287.9826 0.00s 3 -18.7825 0.1578 0.00s 4 -18.7011 0.0815 0.00s 5 -18.6698 0.0313 0.00s 6 -18.6569 0.0129 0.00s 7 -18.6504 0.0065 0.00s 8 -18.6471 0.0034 0.00s 9 -18.6452 0.0019 0.00s 10 -18.6441 0.0011 0.00s 11 -18.6434 0.0007 0.00s 0 -18.6434 11it 0.01s (initial population) Initial clusters = [ 75, 17, 163, ] 1 -416.6153 Inf 0.00s 2 -19.3786 397.2367 0.00s 3 -19.3233 0.0553 0.00s 4 -19.2927 0.0306 0.00s 5 -19.2543 0.0385 0.00s 6 -19.1944 0.0599 0.00s 7 -19.1089 0.0855 0.00s 8 -19.0162 0.0927 0.00s 9 -18.9327 0.0835 0.00s 10 -18.8738 0.0589 0.00s 11 -18.8370 0.0367 0.00s 12 -18.8084 0.0287 0.00s 13 -18.7823 0.0261 0.00s 14 -18.7596 0.0227 0.00s 15 -18.7380 0.0216 0.00s 16 -18.7147 0.0233 0.00s 17 -18.6879 0.0267 0.00s 18 -18.6645 0.0234 0.00s 19 -18.6534 0.0111 0.00s 20 -18.6486 0.0048 0.00s 21 -18.6460 0.0026 0.00s 22 -18.6444 0.0016 0.00s 23 -18.6434 0.0010 0.00s 24 -18.6426 0.0007 0.00s 0 -18.6426 24it 0.01s (initial population) Initial clusters = [ 246, 116, 15, ] 1 -595.2121 Inf 0.00s 2 -19.2941 575.9180 0.00s 3 -19.2117 0.0824 0.00s 4 -19.0855 0.1261 0.00s 5 -18.9476 0.1379 0.00s 6 -18.8521 0.0955 0.00s 7 -18.7939 0.0582 0.00s 8 -18.7752 0.0187 0.00s 9 -18.7770 0.0018 0.00s 10 -18.7805 0.0035 0.00s 11 -18.7830 0.0025 0.00s 12 -18.7848 0.0018 0.00s 13 -18.7861 0.0013 0.00s 14 -18.7870 0.0009 0.00s 0 -18.7870 14it 0.01s (initial population) Initial clusters = [ 225, 287, 203, ] 1 -435.5567 Inf 0.00s 2 -19.3268 416.2299 0.00s 3 -19.2812 0.0456 0.00s 4 -19.2593 0.0219 0.00s 5 -19.2399 0.0194 0.00s 6 -19.2212 0.0188 0.00s 7 -19.2024 0.0188 0.00s 8 -19.1830 0.0194 0.00s 9 -19.1635 0.0194 0.00s 10 -19.1432 0.0203 0.00s 11 -19.1142 0.0291 0.00s 12 -19.0669 0.0473 0.00s 13 -18.9887 0.0782 0.00s 14 -18.8620 0.1266 0.00s 15 -18.7775 0.0845 0.00s 16 -18.7347 0.0429 0.00s 17 -18.7065 0.0281 0.00s 18 -18.6797 0.0268 0.00s 19 -18.6557 0.0240 0.00s 20 -18.6463 0.0093 0.00s 21 -18.6433 0.0030 0.00s 22 -18.6417 0.0015 0.00s 23 -18.6409 0.0008 0.00s 0 -18.6409 23it 0.01s (initial population) Initial clusters = [ 295, 242, 265, ] 1 -382.1850 Inf 0.00s 2 -19.2453 362.9397 0.00s 3 -19.0814 0.1639 0.00s 4 -18.9628 0.1186 0.00s 5 -18.8942 0.0686 0.00s 6 -18.8492 0.0450 0.00s 7 -18.8148 0.0344 0.00s 8 -18.7880 0.0268 0.00s 9 -18.7645 0.0236 0.00s 10 -18.7422 0.0223 0.00s 11 -18.7187 0.0235 0.00s 12 -18.6911 0.0275 0.00s 13 -18.6643 0.0268 0.00s 14 -18.6511 0.0132 0.00s 15 -18.6459 0.0052 0.00s 16 -18.6434 0.0026 0.00s 17 -18.6419 0.0014 0.00s 18 -18.6411 0.0008 0.00s 0 -18.6411 18it 0.01s (initial population) Initial clusters = [ 97, 252, 178, ] 1 -406.9790 Inf 0.00s 2 -19.1048 387.8742 0.00s 3 -18.9536 0.1512 0.00s 4 -18.8328 0.1208 0.00s 5 -18.7423 0.0905 0.00s 6 -18.6999 0.0423 0.00s 7 -18.6872 0.0127 0.00s 8 -18.6815 0.0057 0.00s 9 -18.6762 0.0053 0.00s 10 -18.6703 0.0059 0.00s 11 -18.6622 0.0081 0.00s 12 -18.6525 0.0098 0.00s 13 -18.6459 0.0065 0.00s 14 -18.6429 0.0030 0.00s 15 -18.6415 0.0014 0.00s 16 -18.6408 0.0007 0.00s 0 -18.6408 16it 0.01s (initial population) Initial clusters = [ 91, 147, 275, ] 1 -343.6759 Inf 0.00s 2 -19.1113 324.5646 0.00s 3 -19.0248 0.0865 0.00s 4 -18.9628 0.0620 0.00s 5 -18.9010 0.0617 0.00s 6 -18.8384 0.0627 0.00s 7 -18.7832 0.0551 0.00s 8 -18.7437 0.0395 0.00s 9 -18.7104 0.0333 0.00s 10 -18.6827 0.0276 0.00s 11 -18.6644 0.0183 0.00s 12 -18.6540 0.0104 0.00s 13 -18.6482 0.0058 0.00s 14 -18.6449 0.0033 0.00s 15 -18.6429 0.0020 0.00s 16 -18.6417 0.0012 0.00s 17 -18.6410 0.0007 0.00s 0 -18.6410 17it 0.01s (initial population) Initial clusters = [ 67, 272, 132, ] 1 -333.0310 Inf 0.00s 2 -19.2445 313.7865 0.00s 3 -19.1602 0.0843 0.00s 4 -19.0923 0.0679 0.00s 5 -19.0481 0.0442 0.00s 6 -19.0133 0.0348 0.00s 7 -18.9706 0.0428 0.00s 8 -18.9142 0.0564 0.00s 9 -18.8561 0.0580 0.00s 10 -18.8015 0.0546 0.00s 11 -18.7499 0.0516 0.00s 12 -18.7037 0.0463 0.00s 13 -18.6717 0.0319 0.00s 14 -18.6556 0.0162 0.00s 15 -18.6484 0.0071 0.00s 16 -18.6451 0.0033 0.00s 17 -18.6432 0.0019 0.00s 18 -18.6420 0.0012 0.00s 19 -18.6413 0.0007 0.00s 0 -18.6413 19it 0.01s (initial population) Initial clusters = [ 167, 171, 254, ] 1 -404.4186 Inf 0.00s 2 -19.2900 385.1287 0.00s 3 -19.2555 0.0345 0.00s 4 -19.2369 0.0186 0.00s 5 -19.2251 0.0118 0.00s 6 -19.2156 0.0095 0.00s 7 -19.2071 0.0084 0.00s 8 -19.1993 0.0079 0.00s 9 -19.1920 0.0073 0.00s 10 -19.1847 0.0073 0.00s 11 -19.1770 0.0077 0.00s 12 -19.1685 0.0085 0.00s 13 -19.1581 0.0104 0.00s 14 -19.1425 0.0156 0.00s 15 -19.1145 0.0280 0.00s 16 -19.0670 0.0475 0.00s 17 -19.0051 0.0619 0.00s 18 -18.9381 0.0670 0.00s 19 -18.8667 0.0714 0.00s 20 -18.7897 0.0771 0.00s 21 -18.7290 0.0606 0.00s 22 -18.6948 0.0342 0.00s 23 -18.6717 0.0232 0.00s 24 -18.6577 0.0140 0.00s 25 -18.6503 0.0074 0.00s 26 -18.6462 0.0041 0.00s 27 -18.6438 0.0024 0.00s 28 -18.6423 0.0015 0.00s 29 -18.6414 0.0009 0.00s 0 -18.6414 29it 0.01s (initial population) Initial clusters = [ 88, 67, 234, ] 1 -438.6787 Inf 0.00s 2 -19.4201 419.2585 0.00s 3 -19.3504 0.0698 0.00s 4 -19.3067 0.0437 0.00s 5 -19.2628 0.0439 0.00s 6 -19.2214 0.0414 0.00s 7 -19.1776 0.0438 0.00s 8 -19.1302 0.0474 0.00s 9 -19.0590 0.0711 0.00s 10 -18.9640 0.0950 0.00s 11 -18.8417 0.1223 0.00s 12 -18.7231 0.1185 0.00s 13 -18.6536 0.0695 0.00s 14 -18.6375 0.0161 0.00s 15 -18.6370 0.0005 0.00s 0 -18.6370 15it 0.01s (initial population) Initial clusters = [ 242, 164, 76, ] 1 -444.4928 Inf 0.00s 2 -19.3723 425.1205 0.02s 3 -19.2881 0.0842 0.00s 4 -19.2293 0.0588 0.00s 5 -19.1591 0.0702 0.00s 6 -19.0622 0.0969 0.00s 7 -18.9311 0.1311 0.00s 8 -18.8143 0.1168 0.00s 9 -18.7515 0.0628 0.00s 10 -18.7165 0.0350 0.00s 11 -18.6860 0.0305 0.00s 12 -18.6638 0.0222 0.00s 13 -18.6541 0.0098 0.00s 14 -18.6495 0.0046 0.00s 15 -18.6468 0.0026 0.00s 16 -18.6452 0.0016 0.00s 17 -18.6442 0.0010 0.00s 18 -18.6435 0.0007 0.00s 0 -18.6435 18it 0.02s (initial population) Initial clusters = [ 226, 132, 97, ] 1 -319.7027 Inf 0.00s 2 -19.1634 300.5393 0.00s 3 -19.0267 0.1367 0.00s 4 -18.8815 0.1452 0.00s 5 -18.7866 0.0949 0.00s 6 -18.7358 0.0508 0.00s 7 -18.6994 0.0364 0.00s 8 -18.6773 0.0221 0.00s 9 -18.6689 0.0084 0.00s 10 -18.6649 0.0040 0.00s 11 -18.6593 0.0056 0.00s 12 -18.6516 0.0077 0.00s 13 -18.6461 0.0056 0.00s 14 -18.6431 0.0030 0.00s 15 -18.6415 0.0016 0.00s 16 -18.6406 0.0009 0.00s 0 -18.6406 16it 0.01s (initial population) Initial clusters = [ 84, 133, 118, ] 1 -390.9151 Inf 0.00s 2 -19.2658 371.6492 0.00s 3 -19.1041 0.1617 0.00s 4 -18.9332 0.1709 0.00s 5 -18.7901 0.1431 0.00s 6 -18.7436 0.0466 0.00s 7 -18.7268 0.0168 0.00s 8 -18.7170 0.0098 0.00s 9 -18.7068 0.0102 0.00s 10 -18.6952 0.0116 0.00s 11 -18.6818 0.0134 0.00s 12 -18.6647 0.0172 0.00s 13 -18.6531 0.0116 0.00s 14 -18.6497 0.0033 0.00s 15 -18.6487 0.0010 0.00s 16 -18.6483 0.0005 0.00s 0 -18.6483 16it 0.01s (initial population) Initial clusters = [ 218, 137, 285, ] 1 -417.2845 Inf 0.00s 2 -19.2637 398.0208 0.01s 3 -19.1973 0.0664 0.00s 4 -19.1392 0.0581 0.00s 5 -19.0817 0.0575 0.00s 6 -19.0373 0.0444 0.00s 7 -19.0024 0.0348 0.00s 8 -18.9674 0.0350 0.00s 9 -18.9281 0.0393 0.00s 10 -18.8918 0.0363 0.00s 11 -18.8621 0.0296 0.00s 12 -18.8384 0.0237 0.00s 13 -18.8201 0.0183 0.00s 14 -18.8049 0.0152 0.00s 15 -18.7906 0.0143 0.00s 16 -18.7751 0.0156 0.00s 17 -18.7556 0.0195 0.00s 18 -18.7302 0.0254 0.00s 19 -18.6996 0.0306 0.00s 20 -18.6702 0.0294 0.00s 21 -18.6541 0.0161 0.00s 22 -18.6475 0.0066 0.00s 23 -18.6443 0.0032 0.00s 24 -18.6425 0.0018 0.00s 25 -18.6414 0.0011 0.00s 26 -18.6408 0.0006 0.00s 0 -18.6408 26it 0.02s (initial population) Initial clusters = [ 13, 58, 166, ] 1 -419.0607 Inf 0.00s 2 -19.1862 399.8746 0.00s 3 -19.0700 0.1162 0.00s 4 -18.9475 0.1225 0.00s 5 -18.8712 0.0764 0.00s 6 -18.8205 0.0507 0.00s 7 -18.7829 0.0376 0.00s 8 -18.7560 0.0269 0.00s 9 -18.7324 0.0236 0.00s 10 -18.7147 0.0176 0.00s 11 -18.7040 0.0107 0.00s 12 -18.6945 0.0095 0.00s 13 -18.6814 0.0131 0.00s 14 -18.6627 0.0187 0.00s 15 -18.6472 0.0154 0.00s 16 -18.6419 0.0054 0.00s 17 -18.6408 0.0010 0.00s 18 -18.6405 0.0003 0.00s 0 -18.6405 18it 0.01s (initial population) Initial clusters = [ 153, 292, 64, ] 1 -369.9755 Inf 0.00s 2 -19.1622 350.8133 0.00s 3 -19.0911 0.0711 0.00s 4 -19.0460 0.0452 0.00s 5 -19.0104 0.0355 0.00s 6 -18.9804 0.0301 0.00s 7 -18.9507 0.0297 0.00s 8 -18.9187 0.0320 0.00s 9 -18.8893 0.0294 0.00s 10 -18.8649 0.0244 0.00s 11 -18.8453 0.0195 0.00s 12 -18.8259 0.0195 0.00s 13 -18.8078 0.0181 0.00s 14 -18.7928 0.0150 0.00s 15 -18.7772 0.0156 0.00s 16 -18.7586 0.0186 0.00s 17 -18.7360 0.0226 0.00s 18 -18.7095 0.0265 0.00s 19 -18.6820 0.0275 0.00s 20 -18.6632 0.0187 0.00s 21 -18.6542 0.0091 0.00s 22 -18.6495 0.0047 0.00s 23 -18.6467 0.0028 0.00s 24 -18.6450 0.0017 0.00s 25 -18.6439 0.0011 0.00s 26 -18.6431 0.0008 0.00s 0 -18.6431 26it 0.01s (initial population) Initial clusters = [ 129, 133, 168, ] 1 -384.7768 Inf 0.00s 2 -19.2474 365.5294 0.00s 3 -19.1406 0.1069 0.00s 4 -19.0672 0.0733 0.00s 5 -19.0022 0.0650 0.00s 6 -18.9343 0.0679 0.00s 7 -18.8759 0.0584 0.00s 8 -18.8378 0.0381 0.00s 9 -18.8196 0.0182 0.00s 10 -18.8129 0.0067 0.00s 11 -18.8111 0.0019 0.00s 12 -18.8106 0.0004 0.00s 0 -18.8106 12it 0.01s (initial population) Initial clusters = [ 194, 41, 57, ] 1 -391.6107 Inf 0.00s 2 -19.1384 372.4723 0.00s 3 -19.0616 0.0768 0.00s 4 -19.0075 0.0541 0.00s 5 -18.9620 0.0455 0.00s 6 -18.9162 0.0458 0.00s 7 -18.8568 0.0593 0.00s 8 -18.7789 0.0779 0.00s 9 -18.7287 0.0502 0.00s 10 -18.6984 0.0303 0.00s 11 -18.6760 0.0223 0.00s 12 -18.6630 0.0131 0.00s 13 -18.6557 0.0073 0.00s 14 -18.6512 0.0045 0.00s 15 -18.6483 0.0029 0.00s 16 -18.6464 0.0019 0.00s 17 -18.6451 0.0013 0.00s 18 -18.6442 0.0009 0.00s 0 -18.6442 18it 0.01s (initial population) Initial clusters = [ 214, 153, 212, ] 1 -357.0534 Inf 0.00s 2 -19.2672 337.7862 0.00s 3 -19.1755 0.0917 0.00s 4 -19.0825 0.0930 0.00s 5 -18.9844 0.0981 0.00s 6 -18.8908 0.0936 0.00s 7 -18.8154 0.0753 0.00s 8 -18.7666 0.0488 0.00s 9 -18.7334 0.0332 0.00s 10 -18.7051 0.0283 0.00s 11 -18.6810 0.0241 0.00s 12 -18.6647 0.0164 0.00s 13 -18.6547 0.0099 0.00s 14 -18.6488 0.0059 0.00s 15 -18.6452 0.0036 0.00s 16 -18.6430 0.0022 0.00s 17 -18.6416 0.0014 0.00s 18 -18.6408 0.0008 0.00s 0 -18.6408 18it 0.01s (initial population) Initial clusters = [ 43, 206, 51, ] 1 -378.4559 Inf 0.00s 2 -19.2369 359.2190 0.00s 3 -19.1604 0.0765 0.00s 4 -19.0850 0.0754 0.00s 5 -18.9731 0.1119 0.00s 6 -18.8426 0.1305 0.00s 7 -18.7938 0.0488 0.00s 8 -18.7827 0.0111 0.00s 9 -18.7773 0.0055 0.00s 10 -18.7725 0.0048 0.00s 11 -18.7659 0.0066 0.00s 12 -18.7542 0.0117 0.00s 13 -18.7341 0.0201 0.00s 14 -18.7086 0.0255 0.00s 15 -18.6830 0.0256 0.00s 16 -18.6593 0.0237 0.00s 17 -18.6453 0.0140 0.00s 18 -18.6408 0.0045 0.00s 19 -18.6396 0.0012 0.00s 20 -18.6394 0.0002 0.00s 0 -18.6394 20it 0.01s (initial population) Initial clusters = [ 46, 250, 157, ] 1 -376.2109 Inf 0.00s 2 -19.2693 356.9416 0.00s 3 -19.2402 0.0292 0.00s 4 -19.2175 0.0227 0.00s 5 -19.1995 0.0180 0.00s 6 -19.1795 0.0200 0.00s 7 -19.1548 0.0247 0.00s 8 -19.1279 0.0269 0.00s 9 -19.1010 0.0269 0.00s 10 -19.0737 0.0273 0.00s 11 -19.0455 0.0282 0.00s 12 -19.0211 0.0243 0.00s 13 -19.0018 0.0194 0.00s 14 -18.9852 0.0166 0.00s 15 -18.9689 0.0163 0.00s 16 -18.9538 0.0151 0.00s 17 -18.9399 0.0139 0.00s 18 -18.9263 0.0137 0.00s 19 -18.9132 0.0131 0.00s 20 -18.9013 0.0119 0.00s 21 -18.8904 0.0109 0.00s 22 -18.8802 0.0102 0.00s 23 -18.8705 0.0097 0.00s 24 -18.8613 0.0092 0.00s 25 -18.8528 0.0085 0.00s 26 -18.8451 0.0077 0.00s 27 -18.8384 0.0067 0.00s 28 -18.8328 0.0056 0.00s 29 -18.8283 0.0045 0.00s 30 -18.8246 0.0037 0.00s 31 -18.8217 0.0029 0.00s 32 -18.8193 0.0024 0.00s 33 -18.8173 0.0020 0.00s 34 -18.8157 0.0016 0.00s 35 -18.8143 0.0014 0.00s 36 -18.8132 0.0012 0.00s 37 -18.8122 0.0010 0.00s 38 -18.8113 0.0009 0.00s 0 -18.8113 38it 0.02s (initial population) Initial clusters = [ 192, 105, 15, ] 1 -378.4885 Inf 0.00s 2 -19.3644 359.1241 0.00s 3 -19.3023 0.0621 0.00s 4 -19.2603 0.0420 0.00s 5 -19.2122 0.0481 0.00s 6 -19.1549 0.0573 0.00s 7 -19.1028 0.0521 0.00s 8 -19.0597 0.0431 0.00s 9 -19.0119 0.0478 0.00s 10 -18.9587 0.0532 0.00s 11 -18.9053 0.0534 0.00s 12 -18.8577 0.0476 0.00s 13 -18.8265 0.0312 0.00s 14 -18.8031 0.0234 0.00s 15 -18.7797 0.0234 0.00s 16 -18.7554 0.0244 0.00s 17 -18.7301 0.0253 0.00s 18 -18.7017 0.0284 0.00s 19 -18.6731 0.0287 0.00s 20 -18.6562 0.0169 0.00s 21 -18.6486 0.0075 0.00s 22 -18.6448 0.0038 0.00s 23 -18.6428 0.0021 0.00s 24 -18.6416 0.0012 0.00s 25 -18.6409 0.0007 0.00s 0 -18.6409 25it 0.01s (initial population) Initial clusters = [ 289, 197, 227, ] 1 -362.9831 Inf 0.00s 2 -19.2084 343.7748 0.00s 3 -19.1029 0.1055 0.00s 4 -18.9917 0.1112 0.00s 5 -18.8592 0.1325 0.00s 6 -18.7447 0.1145 0.00s 7 -18.6715 0.0733 0.00s 8 -18.6432 0.0283 0.00s 9 -18.6366 0.0066 0.00s 10 -18.6366 0.0000 0.00s 0 -18.6366 10it 0.01s (initial population) Initial clusters = [ 180, 54, 160, ] 1 -380.6368 Inf 0.00s 2 -19.2336 361.4032 0.00s 3 -19.1785 0.0551 0.00s 4 -19.1351 0.0434 0.00s 5 -19.1128 0.0222 0.00s 6 -19.1020 0.0108 0.00s 7 -19.0966 0.0054 0.00s 8 -19.0957 0.0009 0.00s 0 -19.0957 8it 0.00s (initial population) Initial clusters = [ 115, 177, 87, ] 1 -432.6558 Inf 0.00s 2 -19.0127 413.6430 0.00s 3 -18.8657 0.1470 0.00s 4 -18.7892 0.0766 0.00s 5 -18.7534 0.0357 0.00s 6 -18.7278 0.0256 0.00s 7 -18.7025 0.0254 0.00s 8 -18.6749 0.0275 0.00s 9 -18.6563 0.0187 0.00s 10 -18.6491 0.0071 0.00s 11 -18.6459 0.0032 0.00s 12 -18.6440 0.0019 0.00s 13 -18.6427 0.0013 0.00s 14 -18.6417 0.0010 0.00s 15 -18.6409 0.0008 0.00s 0 -18.6409 15it 0.01s (initial population) Initial clusters = [ 155, 258, 150, ] 1 -376.0628 Inf 0.00s 2 -19.1701 356.8927 0.00s 3 -19.0536 0.1164 0.00s 4 -18.9276 0.1261 0.00s 5 -18.8507 0.0768 0.00s 6 -18.7989 0.0519 0.00s 7 -18.7666 0.0322 0.00s 8 -18.7437 0.0229 0.00s 9 -18.7235 0.0203 0.00s 10 -18.7053 0.0181 0.00s 11 -18.6878 0.0175 0.00s 12 -18.6669 0.0209 0.00s 13 -18.6496 0.0173 0.00s 14 -18.6422 0.0073 0.00s 15 -18.6402 0.0021 0.00s 16 -18.6396 0.0006 0.00s 0 -18.6396 16it 0.01s (initial population) Initial clusters = [ 292, 56, 144, ] 1 -427.9054 Inf 0.00s 2 -19.1765 408.7290 0.00s 3 -19.1219 0.0546 0.00s 4 -19.0919 0.0300 0.00s 5 -19.0677 0.0242 0.00s 6 -19.0411 0.0267 0.00s 7 -19.0136 0.0274 0.00s 8 -18.9892 0.0244 0.00s 9 -18.9685 0.0207 0.00s 10 -18.9418 0.0267 0.00s 11 -18.9026 0.0392 0.00s 12 -18.8575 0.0451 0.00s 13 -18.8208 0.0367 0.00s 14 -18.8022 0.0186 0.00s 15 -18.7841 0.0182 0.00s 16 -18.7671 0.0169 0.00s 17 -18.7555 0.0116 0.00s 18 -18.7479 0.0076 0.00s 19 -18.7408 0.0071 0.00s 20 -18.7307 0.0102 0.00s 21 -18.7143 0.0163 0.00s 22 -18.6960 0.0183 0.00s 23 -18.6777 0.0183 0.00s 24 -18.6571 0.0207 0.00s 25 -18.6455 0.0116 0.00s 26 -18.6429 0.0026 0.00s 27 -18.6427 0.0001 0.00s 0 -18.6427 27it 0.01s (initial population) 1 -19.5926 Inf 0.00s 2 -18.8520 0.7406 0.00s 3 -18.8096 0.0424 0.00s 4 -18.7938 0.0157 0.00s 5 -18.7890 0.0049 0.00s 6 -18.7840 0.0049 0.00s 7 -18.7790 0.0050 0.00s 8 -18.7745 0.0045 0.00s 9 -18.7706 0.0039 0.00s 10 -18.7674 0.0032 0.00s 11 -18.7649 0.0025 0.00s 12 -18.7631 0.0018 0.00s 13 -18.7617 0.0013 0.00s 14 -18.7608 0.0009 0.00s 1 0 -18.7608 14it 0.01s 1 -19.5320 Inf 0.00s 2 -18.8213 0.7107 0.00s 3 -18.7891 0.0322 0.00s 4 -18.7523 0.0367 0.00s 5 -18.7170 0.0354 0.00s 6 -18.6874 0.0296 0.00s 7 -18.6671 0.0203 0.00s 8 -18.6557 0.0115 0.00s 9 -18.6493 0.0063 0.00s 10 -18.6457 0.0036 0.00s 11 -18.6435 0.0022 0.00s 12 -18.6422 0.0013 0.00s 13 -18.6414 0.0008 0.00s 2 0 -18.6414 13it 0.01s 1 -19.7082 Inf 0.00s 2 -18.8477 0.8605 0.00s 3 -18.6988 0.1489 0.00s 4 -18.6463 0.0525 0.00s 5 -18.6398 0.0065 0.00s 6 -18.6395 0.0003 0.00s 3 1 -18.6395 6it 0.00s 1 -20.1709 Inf 0.00s 2 -19.2223 0.9486 0.00s 3 -19.1909 0.0314 0.00s 4 -19.1459 0.0449 0.00s 5 -19.1036 0.0423 0.00s 6 -19.0669 0.0367 0.00s 7 -19.0321 0.0347 0.00s 8 -19.0001 0.0320 0.00s 9 -18.9748 0.0253 0.00s 10 -18.9576 0.0172 0.00s 11 -18.9454 0.0122 0.00s 12 -18.9335 0.0119 0.00s 13 -18.9106 0.0229 0.00s 14 -18.8493 0.0613 0.00s 15 -18.7753 0.0741 0.00s 16 -18.7324 0.0429 0.00s 17 -18.7036 0.0287 0.00s 18 -18.6776 0.0261 0.00s 19 -18.6517 0.0259 0.00s 20 -18.6421 0.0096 0.00s 21 -18.6405 0.0016 0.00s 22 -18.6401 0.0003 0.00s 4 2 -18.6401 22it 0.01s 1 -19.7945 Inf 0.00s 2 -18.9659 0.8286 0.00s 3 -18.7843 0.1816 0.00s 4 -18.6680 0.1164 0.00s 5 -18.6337 0.0342 0.00s 6 -18.6325 0.0013 0.00s 7 -18.6348 0.0024 0.00s 8 -18.6367 0.0019 0.00s 9 -18.6380 0.0012 0.00s 10 -18.6387 0.0008 0.00s 5 3 -18.6387 10it 0.00s 1 -19.8309 Inf 0.00s 2 -19.1400 0.6909 0.00s 3 -19.0482 0.0918 0.00s 4 -18.9450 0.1031 0.00s 5 -18.8443 0.1007 0.00s 6 -18.7731 0.0713 0.00s 7 -18.7353 0.0378 0.00s 8 -18.7026 0.0327 0.00s 9 -18.6737 0.0289 0.00s 10 -18.6572 0.0165 0.00s 11 -18.6495 0.0077 0.00s 12 -18.6455 0.0040 0.00s 13 -18.6433 0.0023 0.00s 14 -18.6419 0.0013 0.00s 15 -18.6411 0.0008 0.00s 6 4 -18.6411 15it 0.01s 1 -21.0540 Inf 0.00s 2 -18.8016 2.2524 0.00s 3 -18.7797 0.0219 0.00s 4 -18.7666 0.0131 0.00s 5 -18.7497 0.0170 0.00s 6 -18.7282 0.0215 0.00s 7 -18.7018 0.0264 0.00s 8 -18.6774 0.0243 0.00s 9 -18.6606 0.0169 0.00s 10 -18.6505 0.0101 0.00s 11 -18.6452 0.0053 0.00s 12 -18.6427 0.0025 0.00s 13 -18.6415 0.0012 0.00s 14 -18.6409 0.0006 0.00s 7 5 -18.6409 14it 0.00s 1 -20.2560 Inf 0.00s 2 -19.2170 1.0390 0.00s 3 -19.2002 0.0168 0.00s 4 -19.1907 0.0095 0.00s 5 -19.1820 0.0087 0.00s 6 -19.1734 0.0086 0.00s 7 -19.1648 0.0087 0.00s 8 -19.1536 0.0111 0.00s 9 -19.1406 0.0130 0.00s 10 -19.1276 0.0130 0.00s 11 -19.1132 0.0144 0.00s 12 -19.0958 0.0174 0.00s 13 -19.0725 0.0233 0.00s 14 -19.0402 0.0323 0.00s 15 -18.9944 0.0458 0.00s 16 -18.9357 0.0586 0.00s 17 -18.8834 0.0524 0.00s 18 -18.8506 0.0328 0.00s 19 -18.8282 0.0224 0.00s 20 -18.8140 0.0142 0.00s 21 -18.8024 0.0116 0.00s 22 -18.7897 0.0127 0.00s 23 -18.7743 0.0154 0.00s 24 -18.7548 0.0195 0.00s 25 -18.7304 0.0244 0.00s 26 -18.7020 0.0283 0.00s 27 -18.6767 0.0253 0.00s 28 -18.6615 0.0151 0.00s 29 -18.6539 0.0077 0.00s 30 -18.6496 0.0043 0.00s 31 -18.6469 0.0026 0.00s 32 -18.6453 0.0017 0.00s 33 -18.6442 0.0011 0.00s 34 -18.6435 0.0007 0.00s 8 6 -18.6435 34it 0.01s 1 -19.7186 Inf 0.00s 2 -18.9934 0.7251 0.00s 3 -18.8509 0.1425 0.00s 4 -18.7336 0.1173 0.00s 5 -18.6636 0.0701 0.00s 6 -18.6367 0.0269 0.00s 7 -18.6350 0.0017 0.00s 8 -18.6365 0.0014 0.00s 9 -18.6377 0.0012 0.00s 10 -18.6386 0.0008 0.00s 9 7 -18.6386 10it 0.01s 1 -19.7569 Inf 0.00s 2 -18.9089 0.8480 0.00s 3 -18.8746 0.0343 0.00s 4 -18.8531 0.0215 0.00s 5 -18.8371 0.0160 0.00s 6 -18.8225 0.0147 0.00s 7 -18.8061 0.0164 0.00s 8 -18.7857 0.0204 0.00s 9 -18.7562 0.0295 0.00s 10 -18.7230 0.0332 0.00s 11 -18.6928 0.0301 0.00s 12 -18.6692 0.0236 0.00s 13 -18.6566 0.0126 0.00s 14 -18.6509 0.0056 0.00s 15 -18.6482 0.0027 0.00s 16 -18.6466 0.0016 0.00s 17 -18.6452 0.0013 0.00s 18 -18.6438 0.0014 0.00s 19 -18.6425 0.0013 0.00s 20 -18.6416 0.0009 0.00s 10 8 -18.6416 20it 0.01s 1 -20.0286 Inf 0.00s 2 -18.7602 1.2684 0.00s 3 -18.7163 0.0439 0.00s 4 -18.6951 0.0212 0.00s 5 -18.6849 0.0102 0.00s 6 -18.6753 0.0096 0.00s 7 -18.6648 0.0105 0.00s 8 -18.6538 0.0110 0.00s 9 -18.6465 0.0073 0.00s 10 -18.6431 0.0034 0.00s 11 -18.6416 0.0016 0.00s 12 -18.6408 0.0008 0.00s 11 9 -18.6408 12it 0.00s 1 -20.2013 Inf 0.00s 2 -19.1585 1.0428 0.00s 3 -19.0880 0.0704 0.00s 4 -19.0129 0.0751 0.00s 5 -18.9362 0.0767 0.00s 6 -18.8451 0.0911 0.00s 7 -18.7475 0.0976 0.00s 8 -18.6693 0.0782 0.00s 9 -18.6417 0.0276 0.00s 10 -18.6397 0.0021 0.00s 11 -18.6396 0.0001 0.00s 12 10 -18.6396 11it 0.00s 1 -19.0283 Inf 0.00s 2 -18.6979 0.3304 0.00s 3 -18.6580 0.0399 0.00s 4 -18.6464 0.0116 0.00s 5 -18.6431 0.0034 0.00s 6 -18.6417 0.0014 0.00s 7 -18.6410 0.0007 0.00s 13 11 -18.6410 7it 0.00s 1 -21.0245 Inf 0.00s 2 -18.7787 2.2458 0.00s 3 -18.7236 0.0551 0.00s 4 -18.7014 0.0222 0.00s 5 -18.6865 0.0149 0.00s 6 -18.6726 0.0140 0.00s 7 -18.6602 0.0124 0.00s 8 -18.6512 0.0089 0.00s 9 -18.6460 0.0053 0.00s 10 -18.6432 0.0027 0.00s 11 -18.6418 0.0014 0.00s 12 -18.6411 0.0008 0.00s 14 12 -18.6411 12it 0.01s 1 -19.5577 Inf 0.00s 2 -18.7034 0.8543 0.00s 3 -18.6800 0.0234 0.00s 4 -18.6675 0.0125 0.00s 5 -18.6581 0.0094 0.00s 6 -18.6510 0.0071 0.00s 7 -18.6463 0.0047 0.00s 8 -18.6435 0.0028 0.00s 9 -18.6420 0.0015 0.00s 10 -18.6411 0.0008 0.00s 15 13 -18.6411 10it 0.00s 1 -20.1932 Inf 0.00s 2 -19.1742 1.0190 0.00s 3 -19.1305 0.0437 0.00s 4 -19.0728 0.0577 0.00s 5 -19.0080 0.0648 0.00s 6 -18.9513 0.0567 0.00s 7 -18.8819 0.0694 0.00s 8 -18.7883 0.0936 0.00s 9 -18.7362 0.0521 0.00s 10 -18.6973 0.0389 0.00s 11 -18.6587 0.0386 0.00s 12 -18.6396 0.0190 0.00s 13 -18.6377 0.0020 0.00s 14 -18.6380 0.0004 0.00s 16 14 -18.6380 14it 0.00s 1 -21.1559 Inf 0.00s 2 -18.8272 2.3287 0.00s 3 -18.7820 0.0452 0.00s 4 -18.7603 0.0217 0.00s 5 -18.7410 0.0193 0.00s 6 -18.7245 0.0165 0.00s 7 -18.7129 0.0116 0.00s 8 -18.7052 0.0077 0.00s 9 -18.6997 0.0055 0.00s 10 -18.6953 0.0045 0.00s 11 -18.6908 0.0045 0.00s 12 -18.6847 0.0061 0.00s 13 -18.6741 0.0106 0.00s 14 -18.6618 0.0123 0.00s 15 -18.6530 0.0088 0.00s 16 -18.6475 0.0055 0.00s 17 -18.6442 0.0033 0.00s 18 -18.6423 0.0019 0.00s 19 -18.6412 0.0010 0.00s 20 -18.6407 0.0005 0.00s 17 15 -18.6407 20it 0.01s Initial clusters = [ 84, 179, 117, ] 1 -431.9556 Inf 0.00s 2 -19.2964 412.6593 0.00s 3 -19.2488 0.0475 0.00s 4 -19.2158 0.0330 0.00s 5 -19.1773 0.0385 0.00s 6 -19.1309 0.0464 0.00s 7 -19.0593 0.0716 0.00s 8 -18.9750 0.0842 0.00s 9 -18.9212 0.0538 0.00s 10 -18.8875 0.0337 0.00s 11 -18.8687 0.0188 0.00s 12 -18.8594 0.0093 0.00s 13 -18.8527 0.0067 0.00s 14 -18.8463 0.0064 0.00s 15 -18.8393 0.0070 0.00s 16 -18.8313 0.0080 0.00s 17 -18.8224 0.0089 0.00s 18 -18.8129 0.0095 0.00s 19 -18.8030 0.0099 0.00s 20 -18.7917 0.0112 0.00s 21 -18.7766 0.0151 0.00s 22 -18.7572 0.0194 0.00s 23 -18.7370 0.0201 0.00s 24 -18.7156 0.0214 0.00s 25 -18.6949 0.0208 0.00s 26 -18.6737 0.0212 0.00s 27 -18.6589 0.0148 0.00s 28 -18.6540 0.0049 0.00s 29 -18.6518 0.0022 0.00s 30 -18.6504 0.0014 0.00s 31 -18.6494 0.0010 0.00s 32 -18.6485 0.0008 0.00s Initial clusters = [ 84, 179, 117, ] 1 -431.9556 Inf 0.00s 2 -19.2964 412.6593 0.00s 3 -19.2488 0.0475 0.00s 4 -19.2158 0.0330 0.00s 5 -19.1773 0.0385 0.00s 6 -19.1309 0.0464 0.00s 7 -19.0593 0.0716 0.00s 8 -18.9750 0.0842 0.00s 9 -18.9212 0.0538 0.00s 10 -18.8875 0.0337 0.00s 11 -18.8687 0.0188 0.00s 12 -18.8594 0.0093 0.00s 13 -18.8527 0.0067 0.00s 14 -18.8463 0.0064 0.00s 15 -18.8393 0.0070 0.00s 16 -18.8313 0.0080 0.00s 17 -18.8224 0.0089 0.00s 18 -18.8129 0.0095 0.00s 19 -18.8030 0.0099 0.00s 20 -18.7917 0.0112 0.00s 21 -18.7766 0.0151 0.00s 22 -18.7572 0.0194 0.00s 23 -18.7370 0.0201 0.00s 24 -18.7156 0.0214 0.00s 25 -18.6949 0.0208 0.00s 26 -18.6737 0.0212 0.00s 27 -18.6589 0.0148 0.00s 28 -18.6540 0.0049 0.00s 29 -18.6518 0.0022 0.00s 30 -18.6504 0.0014 0.00s 31 -18.6494 0.0010 0.00s 32 -18.6485 0.0008 0.00s 0 -18.6485 32it 0.01s (initial solution) Initial clusters = [ 142, 233, 161, ] 1 -450.8234 Inf 0.00s 2 -19.2429 431.5806 0.00s 3 -19.2280 0.0149 0.00s 4 -19.2231 0.0049 0.00s 5 -19.2184 0.0047 0.00s 6 -19.2119 0.0065 0.00s 7 -19.2017 0.0102 0.00s 8 -19.1855 0.0162 0.00s 9 -19.1608 0.0248 0.00s 10 -19.1229 0.0379 0.00s 11 -19.0915 0.0313 0.00s 12 -19.0729 0.0186 0.00s 13 -19.0582 0.0147 0.00s 14 -19.0441 0.0141 0.00s 15 -19.0283 0.0157 0.00s 16 -19.0104 0.0180 0.00s 17 -18.9923 0.0181 0.00s 18 -18.9798 0.0125 0.00s 19 -18.9755 0.0044 0.00s 20 -18.9749 0.0006 0.00s 1 -18.9749 20it 0.01s Initial clusters = [ 281, 115, 274, ] 1 -384.1450 Inf 0.00s 2 -19.1347 365.0102 0.00s 3 -19.1254 0.0093 0.00s 4 -19.1194 0.0060 0.00s 5 -19.1134 0.0060 0.00s 6 -19.1106 0.0029 0.00s 7 -19.1096 0.0010 0.00s 2 -19.1096 7it 0.00s Initial clusters = [ 49, 253, 81, ] 1 -300.8292 Inf 0.00s 2 -19.2618 281.5674 0.00s 3 -19.1320 0.1298 0.00s 4 -19.0141 0.1179 0.00s 5 -18.9075 0.1066 0.00s 6 -18.8289 0.0787 0.00s 7 -18.8043 0.0246 0.00s 8 -18.7977 0.0066 0.00s 9 -18.7939 0.0038 0.00s 10 -18.7903 0.0036 0.00s 11 -18.7867 0.0036 0.00s 12 -18.7833 0.0034 0.00s 13 -18.7804 0.0029 0.00s 14 -18.7781 0.0023 0.00s 15 -18.7764 0.0017 0.00s 16 -18.7751 0.0013 0.00s 17 -18.7740 0.0011 0.00s 18 -18.7731 0.0009 0.00s 3 -18.7731 18it 0.01s Initial clusters = [ 277, 45, 80, ] 1 -399.4921 Inf 0.00s 2 -19.2054 380.2867 0.00s 3 -19.0153 0.1900 0.00s 4 -18.8740 0.1414 0.00s 5 -18.7600 0.1139 0.00s 6 -18.6767 0.0833 0.00s 7 -18.6381 0.0385 0.00s 8 -18.6327 0.0054 0.00s 9 -18.6345 0.0018 0.00s 10 -18.6365 0.0020 0.00s 11 -18.6378 0.0013 0.00s 12 -18.6386 0.0008 0.00s 4 -18.6386 12it 0.00s (new best) Initial clusters = [ 157, 83, 235, ] 1 -421.7079 Inf 0.00s 2 -19.1331 402.5748 0.00s 3 -19.0625 0.0705 0.00s 4 -18.9683 0.0943 0.00s 5 -18.8374 0.1309 0.00s 6 -18.7170 0.1204 0.00s 7 -18.6546 0.0624 0.00s 8 -18.6391 0.0155 0.00s 9 -18.6384 0.0007 0.00s 5 -18.6384 9it 0.01s (new best) Initial clusters = [ 264, 26, 68, ] 1 -460.8601 Inf 0.00s 2 -19.3720 441.4881 0.00s 3 -19.3193 0.0527 0.00s 4 -19.2815 0.0378 0.00s 5 -19.2474 0.0341 0.00s 6 -19.2109 0.0365 0.00s 7 -19.1687 0.0422 0.00s 8 -19.1194 0.0493 0.00s 9 -19.0683 0.0512 0.00s 10 -19.0113 0.0570 0.00s 11 -18.9394 0.0719 0.00s 12 -18.8591 0.0803 0.00s 13 -18.7862 0.0729 0.00s 14 -18.7353 0.0509 0.00s 15 -18.6986 0.0367 0.00s 16 -18.6717 0.0269 0.00s 17 -18.6566 0.0152 0.00s 18 -18.6493 0.0073 0.00s 19 -18.6455 0.0038 0.00s 20 -18.6433 0.0022 0.00s 21 -18.6418 0.0014 0.00s 22 -18.6409 0.0009 0.00s 6 -18.6409 22it 0.01s Initial clusters = [ 59, 123, 233, ] 1 -505.1671 Inf 0.00s 2 -19.0749 486.0922 0.00s 3 -18.9015 0.1734 0.00s 4 -18.7653 0.1362 0.00s 5 -18.6882 0.0771 0.00s 6 -18.6529 0.0354 0.00s 7 -18.6414 0.0114 0.00s 8 -18.6401 0.0013 0.00s 9 -18.6400 0.0002 0.00s 7 -18.6400 9it 0.00s Initial clusters = [ 289, 215, 4, ] 1 -441.5875 Inf 0.00s 2 -19.3197 422.2678 0.00s 3 -19.2578 0.0619 0.00s 4 -19.2346 0.0231 0.00s 5 -19.2203 0.0143 0.00s 6 -19.2068 0.0135 0.00s 7 -19.1897 0.0170 0.00s 8 -19.1685 0.0213 0.00s 9 -19.1473 0.0212 0.00s 10 -19.1240 0.0233 0.00s 11 -19.0859 0.0381 0.00s 12 -19.0212 0.0647 0.00s 13 -18.9649 0.0563 0.00s 14 -18.9251 0.0398 0.00s 15 -18.8892 0.0359 0.00s 16 -18.8549 0.0343 0.00s 17 -18.8208 0.0341 0.00s 18 -18.7896 0.0312 0.00s 19 -18.7698 0.0198 0.00s 20 -18.7549 0.0149 0.00s 21 -18.7438 0.0111 0.00s 22 -18.7334 0.0105 0.00s 23 -18.7196 0.0138 0.00s 24 -18.7035 0.0161 0.00s 25 -18.6868 0.0167 0.00s 26 -18.6688 0.0181 0.00s 27 -18.6555 0.0132 0.00s 28 -18.6491 0.0064 0.00s 29 -18.6459 0.0032 0.00s 30 -18.6440 0.0020 0.00s 31 -18.6425 0.0014 0.00s 32 -18.6415 0.0010 0.00s 8 -18.6415 32it 0.01s Initial clusters = [ 269, 65, 262, ] 1 -537.3009 Inf 0.00s 2 -19.0928 518.2081 0.00s 3 -19.0336 0.0593 0.00s 4 -19.0023 0.0313 0.00s 5 -18.9783 0.0240 0.00s 6 -18.9567 0.0215 0.00s 7 -18.9337 0.0231 0.00s 8 -18.9127 0.0210 0.00s 9 -18.8993 0.0134 0.00s 10 -18.8912 0.0080 0.00s 11 -18.8858 0.0054 0.00s 12 -18.8815 0.0043 0.00s 13 -18.8778 0.0038 0.00s 14 -18.8741 0.0037 0.00s 15 -18.8703 0.0038 0.00s 16 -18.8663 0.0040 0.00s 17 -18.8618 0.0044 0.00s 18 -18.8570 0.0048 0.00s 19 -18.8521 0.0049 0.00s 20 -18.8471 0.0050 0.00s 21 -18.8417 0.0054 0.00s 22 -18.8355 0.0061 0.00s 23 -18.8290 0.0066 0.00s 24 -18.8222 0.0068 0.00s 25 -18.8134 0.0088 0.00s 26 -18.7981 0.0154 0.00s 27 -18.7798 0.0182 0.00s 28 -18.7643 0.0156 0.00s 29 -18.7485 0.0158 0.00s 30 -18.7287 0.0197 0.00s 31 -18.7051 0.0236 0.00s 32 -18.6825 0.0226 0.00s 33 -18.6648 0.0177 0.00s 34 -18.6543 0.0105 0.00s 35 -18.6481 0.0062 0.00s 36 -18.6446 0.0035 0.00s 37 -18.6427 0.0020 0.00s 38 -18.6416 0.0011 0.00s 39 -18.6409 0.0006 0.00s 9 -18.6409 39it 0.01s Initial clusters = [ 285, 39, 163, ] 1 -317.7257 Inf 0.00s 2 -19.1893 298.5364 0.00s 3 -19.0298 0.1595 0.00s 4 -18.9440 0.0859 0.00s 5 -18.8827 0.0613 0.00s 6 -18.8394 0.0433 0.00s 7 -18.8077 0.0317 0.00s 8 -18.7751 0.0326 0.00s 9 -18.7450 0.0301 0.00s 10 -18.7186 0.0265 0.00s 11 -18.6912 0.0274 0.00s 12 -18.6692 0.0220 0.00s 13 -18.6574 0.0118 0.00s 14 -18.6513 0.0061 0.00s 15 -18.6478 0.0035 0.00s 16 -18.6457 0.0021 0.00s 17 -18.6443 0.0013 0.00s 18 -18.6435 0.0009 0.00s 10 -18.6435 18it 0.01s Initial clusters = [ 99, 103, 220, ] 1 -371.5106 Inf 0.00s 2 -19.3469 352.1637 0.00s 3 -19.3281 0.0188 0.00s 4 -19.3158 0.0123 0.00s 5 -19.2982 0.0175 0.00s 6 -19.2756 0.0226 0.00s 7 -19.2511 0.0245 0.00s 8 -19.2297 0.0213 0.00s 9 -19.2140 0.0158 0.00s 10 -19.1996 0.0144 0.00s 11 -19.1788 0.0208 0.00s 12 -19.1486 0.0302 0.00s 13 -19.1204 0.0282 0.00s 14 -19.0923 0.0281 0.00s 15 -19.0467 0.0456 0.00s 16 -18.9959 0.0508 0.00s 17 -18.9419 0.0539 0.00s 18 -18.8803 0.0617 0.00s 19 -18.8111 0.0692 0.00s 20 -18.7428 0.0683 0.00s 21 -18.7008 0.0420 0.00s 22 -18.6812 0.0196 0.00s 23 -18.6680 0.0132 0.00s 24 -18.6559 0.0121 0.00s 25 -18.6488 0.0071 0.00s 26 -18.6456 0.0032 0.00s 27 -18.6440 0.0016 0.00s 28 -18.6431 0.0009 0.00s 11 -18.6431 28it 0.01s Initial clusters = [ 106, 255, 147, ] 1 -387.8624 Inf 0.00s 2 -18.9768 368.8855 0.00s 3 -18.8447 0.1321 0.00s 4 -18.7420 0.1027 0.00s 5 -18.6944 0.0476 0.00s 6 -18.6738 0.0206 0.00s 7 -18.6636 0.0102 0.00s 8 -18.6576 0.0060 0.00s 9 -18.6538 0.0039 0.00s 10 -18.6512 0.0026 0.00s 11 -18.6493 0.0019 0.00s 12 -18.6479 0.0014 0.00s 13 -18.6468 0.0011 0.00s 14 -18.6457 0.0010 0.00s 15 -18.6447 0.0010 0.00s 12 -18.6447 15it 0.01s Initial clusters = [ 184, 91, 1, ] 1 -458.7382 Inf 0.00s 2 -19.2796 439.4586 0.00s 3 -19.1536 0.1260 0.00s 4 -19.0530 0.1007 0.00s 5 -18.9943 0.0587 0.00s 6 -18.9575 0.0367 0.00s 7 -18.9290 0.0285 0.00s 8 -18.9062 0.0229 0.00s 9 -18.8876 0.0186 0.00s 10 -18.8726 0.0150 0.00s 11 -18.8605 0.0121 0.00s 12 -18.8509 0.0096 0.00s 13 -18.8434 0.0075 0.00s 14 -18.8374 0.0060 0.00s 15 -18.8321 0.0052 0.00s 16 -18.8266 0.0055 0.00s 17 -18.8199 0.0067 0.00s 18 -18.8129 0.0070 0.00s 19 -18.8030 0.0099 0.00s 20 -18.7929 0.0101 0.00s 21 -18.7868 0.0060 0.00s 22 -18.7823 0.0045 0.00s 23 -18.7775 0.0049 0.00s 24 -18.7716 0.0059 0.00s 25 -18.7647 0.0069 0.00s 26 -18.7543 0.0104 0.00s 27 -18.7341 0.0202 0.00s 28 -18.7073 0.0268 0.00s 29 -18.6796 0.0277 0.00s 30 -18.6595 0.0201 0.00s 31 -18.6501 0.0093 0.00s 32 -18.6465 0.0036 0.00s 33 -18.6452 0.0013 0.00s 34 -18.6446 0.0006 0.00s 13 -18.6446 34it 0.01s Initial clusters = [ 290, 7, 217, ] 1 -455.6394 Inf 0.00s 2 -19.3218 436.3177 0.00s 3 -19.2540 0.0678 0.00s 4 -19.1795 0.0745 0.00s 5 -19.0894 0.0901 0.00s 6 -18.9962 0.0932 0.00s 7 -18.9146 0.0817 0.00s 8 -18.8638 0.0508 0.00s 9 -18.8311 0.0327 0.00s 10 -18.8063 0.0248 0.00s 11 -18.7849 0.0214 0.00s 12 -18.7697 0.0152 0.00s 13 -18.7565 0.0132 0.00s 14 -18.7438 0.0127 0.00s 15 -18.7291 0.0146 0.00s 16 -18.7096 0.0196 0.00s 17 -18.6888 0.0207 0.00s 18 -18.6664 0.0224 0.00s 19 -18.6488 0.0176 0.00s 20 -18.6428 0.0060 0.00s 21 -18.6417 0.0011 0.00s 22 -18.6415 0.0003 0.00s 14 -18.6415 22it 0.01s Initial clusters = [ 249, 93, 149, ] 1 -352.3483 Inf 0.00s 2 -19.3832 332.9650 0.00s 3 -19.3579 0.0253 0.00s 4 -19.3403 0.0177 0.00s 5 -19.3189 0.0213 0.00s 6 -19.2939 0.0250 0.00s 7 -19.2649 0.0291 0.00s 8 -19.2267 0.0381 0.00s 9 -19.1724 0.0543 0.00s 10 -19.0937 0.0787 0.00s 11 -18.9986 0.0950 0.00s 12 -18.9292 0.0694 0.00s 13 -18.8892 0.0401 0.00s 14 -18.8591 0.0301 0.00s 15 -18.8349 0.0242 0.00s 16 -18.8164 0.0186 0.00s 17 -18.8012 0.0151 0.00s 18 -18.7868 0.0144 0.00s 19 -18.7703 0.0165 0.00s 20 -18.7493 0.0210 0.00s 21 -18.7229 0.0264 0.00s 22 -18.6920 0.0309 0.00s 23 -18.6646 0.0274 0.00s 24 -18.6515 0.0131 0.00s 25 -18.6462 0.0053 0.00s 26 -18.6436 0.0027 0.00s 27 -18.6421 0.0015 0.00s 28 -18.6412 0.0009 0.00s 15 -18.6412 28it 0.02s Initial clusters = [ 71, 35, 27, ] 1 -322.5374 Inf 0.00s 2 -19.1594 303.3780 0.00s 3 -19.0177 0.1416 0.00s 4 -18.9150 0.1027 0.00s 5 -18.8560 0.0590 0.00s 6 -18.8175 0.0385 0.00s 7 -18.7864 0.0311 0.00s 8 -18.7543 0.0321 0.00s 9 -18.7226 0.0317 0.00s 10 -18.6945 0.0281 0.00s 11 -18.6705 0.0240 0.00s 12 -18.6591 0.0114 0.00s 13 -18.6541 0.0051 0.00s 14 -18.6509 0.0032 0.00s 15 -18.6487 0.0022 0.00s 16 -18.6470 0.0016 0.00s 17 -18.6459 0.0012 0.00s 18 -18.6450 0.0009 0.00s 16 -18.6450 18it 0.01s Initial clusters = [ 291, 131, 260, ] 1 -351.1127 Inf 0.00s 2 -19.0543 332.0585 0.00s 3 -18.9587 0.0956 0.00s 4 -18.9144 0.0442 0.00s 5 -18.8712 0.0433 0.00s 6 -18.8255 0.0457 0.00s 7 -18.8048 0.0207 0.00s 8 -18.7921 0.0128 0.00s 9 -18.7810 0.0111 0.00s 10 -18.7715 0.0094 0.00s 11 -18.7632 0.0083 0.00s 12 -18.7552 0.0080 0.00s 13 -18.7467 0.0085 0.00s 14 -18.7378 0.0089 0.00s 15 -18.7288 0.0090 0.00s 16 -18.7184 0.0103 0.00s 17 -18.7082 0.0102 0.00s 18 -18.6993 0.0089 0.00s 19 -18.6892 0.0101 0.00s 20 -18.6734 0.0158 0.00s 21 -18.6544 0.0190 0.00s 22 -18.6437 0.0107 0.00s 23 -18.6411 0.0026 0.00s 24 -18.6406 0.0005 0.00s 17 -18.6406 24it 0.02s Initial clusters = [ 66, 106, 73, ] 1 -501.3309 Inf 0.00s 2 -19.0661 482.2649 0.00s 3 -18.9251 0.1410 0.00s 4 -18.8349 0.0902 0.00s 5 -18.7788 0.0560 0.00s 6 -18.7431 0.0357 0.00s 7 -18.7150 0.0281 0.00s 8 -18.6869 0.0281 0.00s 9 -18.6625 0.0244 0.00s 10 -18.6516 0.0109 0.00s 11 -18.6474 0.0042 0.00s 12 -18.6452 0.0022 0.00s 13 -18.6438 0.0014 0.00s 14 -18.6428 0.0010 0.00s 18 -18.6428 14it 0.01s Initial clusters = [ 153, 276, 20, ] 1 -504.0082 Inf 0.00s 2 -19.3455 484.6628 0.00s 3 -19.2909 0.0546 0.00s 4 -19.2663 0.0246 0.00s 5 -19.2497 0.0166 0.00s 6 -19.2376 0.0121 0.00s 7 -19.2260 0.0116 0.00s 8 -19.2128 0.0131 0.00s 9 -19.2007 0.0122 0.00s 10 -19.1927 0.0080 0.00s 11 -19.1882 0.0045 0.00s 12 -19.1855 0.0027 0.00s 13 -19.1837 0.0019 0.00s 14 -19.1822 0.0014 0.00s 15 -19.1811 0.0011 0.00s 16 -19.1802 0.0009 0.00s 19 -19.1802 16it 0.01s Initial clusters = [ 110, 242, 27, ] 1 -335.3928 Inf 0.00s 2 -19.2625 316.1302 0.00s 3 -19.1823 0.0802 0.00s 4 -19.1254 0.0569 0.00s 5 -19.0586 0.0668 0.00s 6 -18.9891 0.0695 0.00s 7 -18.9343 0.0547 0.00s 8 -18.8881 0.0462 0.00s 9 -18.8424 0.0457 0.00s 10 -18.7947 0.0476 0.00s 11 -18.7511 0.0436 0.00s 12 -18.7177 0.0333 0.00s 13 -18.6896 0.0282 0.00s 14 -18.6691 0.0205 0.00s 15 -18.6579 0.0112 0.00s 16 -18.6518 0.0061 0.00s 17 -18.6481 0.0037 0.00s 18 -18.6459 0.0023 0.00s 19 -18.6445 0.0014 0.00s 20 -18.6436 0.0009 0.00s 20 -18.6436 20it 0.01s Initial clusters = [ 198, 138, 116, ] 1 -544.3056 Inf 0.00s 2 -19.1397 525.1659 0.00s 3 -18.9589 0.1808 0.00s 4 -18.8107 0.1482 0.00s 5 -18.7302 0.0805 0.00s 6 -18.7038 0.0264 0.00s 7 -18.6980 0.0057 0.00s 8 -18.6933 0.0047 0.00s 9 -18.6890 0.0043 0.00s 10 -18.6841 0.0049 0.00s 11 -18.6788 0.0053 0.00s 12 -18.6729 0.0058 0.00s 13 -18.6653 0.0076 0.00s 14 -18.6554 0.0099 0.00s 15 -18.6476 0.0078 0.00s 16 -18.6437 0.0039 0.00s 17 -18.6419 0.0018 0.00s 18 -18.6410 0.0009 0.00s 21 -18.6410 18it 0.01s Initial clusters = [ 92, 192, 4, ] 1 -437.1215 Inf 0.00s 2 -19.0357 418.0858 0.00s 3 -18.9534 0.0823 0.00s 4 -18.9191 0.0343 0.00s 5 -18.8985 0.0206 0.00s 6 -18.8824 0.0162 0.00s 7 -18.8689 0.0135 0.00s 8 -18.8571 0.0118 0.00s 9 -18.8464 0.0106 0.00s 10 -18.8367 0.0097 0.00s 11 -18.8279 0.0088 0.00s 12 -18.8200 0.0079 0.00s 13 -18.8131 0.0068 0.00s 14 -18.8073 0.0058 0.00s 15 -18.8025 0.0048 0.00s 16 -18.7986 0.0039 0.00s 17 -18.7954 0.0032 0.00s 18 -18.7928 0.0026 0.00s 19 -18.7906 0.0021 0.00s 20 -18.7889 0.0018 0.00s 21 -18.7874 0.0015 0.00s 22 -18.7862 0.0012 0.00s 23 -18.7852 0.0010 0.00s 24 -18.7843 0.0009 0.00s 22 -18.7843 24it 0.01s Initial clusters = [ 48, 56, 57, ] 1 -306.9229 Inf 0.00s 2 -18.9404 287.9826 0.00s 3 -18.7825 0.1578 0.00s 4 -18.7011 0.0815 0.00s 5 -18.6698 0.0313 0.00s 6 -18.6569 0.0129 0.00s 7 -18.6504 0.0065 0.00s 8 -18.6471 0.0034 0.00s 9 -18.6452 0.0019 0.00s 10 -18.6441 0.0011 0.00s 11 -18.6434 0.0007 0.00s 23 -18.6434 11it 0.01s Initial clusters = [ 75, 17, 163, ] 1 -416.6153 Inf 0.00s 2 -19.3786 397.2367 0.00s 3 -19.3233 0.0553 0.00s 4 -19.2927 0.0306 0.00s 5 -19.2543 0.0385 0.00s 6 -19.1944 0.0599 0.00s 7 -19.1089 0.0855 0.00s 8 -19.0162 0.0927 0.00s 9 -18.9327 0.0835 0.00s 10 -18.8738 0.0589 0.00s 11 -18.8370 0.0367 0.00s 12 -18.8084 0.0287 0.00s 13 -18.7823 0.0261 0.00s 14 -18.7596 0.0227 0.00s 15 -18.7380 0.0216 0.00s 16 -18.7147 0.0233 0.00s 17 -18.6879 0.0267 0.00s 18 -18.6645 0.0234 0.00s 19 -18.6534 0.0111 0.00s 20 -18.6486 0.0048 0.00s 21 -18.6460 0.0026 0.00s 22 -18.6444 0.0016 0.00s 23 -18.6434 0.0010 0.00s 24 -18.6426 0.0007 0.00s 24 -18.6426 24it 0.02s Initial clusters = [ 246, 116, 15, ] 1 -595.2121 Inf 0.00s 2 -19.2941 575.9180 0.00s 3 -19.2117 0.0824 0.00s 4 -19.0855 0.1261 0.00s 5 -18.9476 0.1379 0.00s 6 -18.8521 0.0955 0.00s 7 -18.7939 0.0582 0.00s 8 -18.7752 0.0187 0.00s 9 -18.7770 0.0018 0.00s 10 -18.7805 0.0035 0.00s 11 -18.7830 0.0025 0.00s 12 -18.7848 0.0018 0.00s 13 -18.7861 0.0013 0.00s 14 -18.7870 0.0009 0.00s 25 -18.7870 14it 0.01s Initial clusters = [ 225, 287, 203, ] 1 -435.5567 Inf 0.00s 2 -19.3268 416.2299 0.00s 3 -19.2812 0.0456 0.00s 4 -19.2593 0.0219 0.00s 5 -19.2399 0.0194 0.00s 6 -19.2212 0.0188 0.00s 7 -19.2024 0.0188 0.00s 8 -19.1830 0.0194 0.00s 9 -19.1635 0.0194 0.00s 10 -19.1432 0.0203 0.00s 11 -19.1142 0.0291 0.00s 12 -19.0669 0.0473 0.00s 13 -18.9887 0.0782 0.00s 14 -18.8620 0.1266 0.00s 15 -18.7775 0.0845 0.00s 16 -18.7347 0.0429 0.00s 17 -18.7065 0.0281 0.00s 18 -18.6797 0.0268 0.00s 19 -18.6557 0.0240 0.00s 20 -18.6463 0.0093 0.00s 21 -18.6433 0.0030 0.00s 22 -18.6417 0.0015 0.00s 23 -18.6409 0.0008 0.00s 26 -18.6409 23it 0.01s Initial clusters = [ 295, 242, 265, ] 1 -382.1850 Inf 0.00s 2 -19.2453 362.9397 0.00s 3 -19.0814 0.1639 0.00s 4 -18.9628 0.1186 0.00s 5 -18.8942 0.0686 0.00s 6 -18.8492 0.0450 0.00s 7 -18.8148 0.0344 0.00s 8 -18.7880 0.0268 0.00s 9 -18.7645 0.0236 0.00s 10 -18.7422 0.0223 0.00s 11 -18.7187 0.0235 0.00s 12 -18.6911 0.0275 0.00s 13 -18.6643 0.0268 0.00s 14 -18.6511 0.0132 0.00s 15 -18.6459 0.0052 0.00s 16 -18.6434 0.0026 0.00s 17 -18.6419 0.0014 0.00s 18 -18.6411 0.0008 0.00s 27 -18.6411 18it 0.01s Initial clusters = [ 97, 252, 178, ] 1 -406.9790 Inf 0.00s 2 -19.1048 387.8742 0.00s 3 -18.9536 0.1512 0.00s 4 -18.8328 0.1208 0.00s 5 -18.7423 0.0905 0.00s 6 -18.6999 0.0423 0.00s 7 -18.6872 0.0127 0.00s 8 -18.6815 0.0057 0.00s 9 -18.6762 0.0053 0.00s 10 -18.6703 0.0059 0.00s 11 -18.6622 0.0081 0.00s 12 -18.6525 0.0098 0.00s 13 -18.6459 0.0065 0.00s 14 -18.6429 0.0030 0.00s 15 -18.6415 0.0014 0.00s 16 -18.6408 0.0007 0.00s 28 -18.6408 16it 0.01s Initial clusters = [ 91, 147, 275, ] 1 -343.6759 Inf 0.00s 2 -19.1113 324.5646 0.00s 3 -19.0248 0.0865 0.00s 4 -18.9628 0.0620 0.00s 5 -18.9010 0.0617 0.00s 6 -18.8384 0.0627 0.00s 7 -18.7832 0.0551 0.00s 8 -18.7437 0.0395 0.00s 9 -18.7104 0.0333 0.00s 10 -18.6827 0.0276 0.00s 11 -18.6644 0.0183 0.00s 12 -18.6540 0.0104 0.00s 13 -18.6482 0.0058 0.00s 14 -18.6449 0.0033 0.00s 15 -18.6429 0.0020 0.00s 16 -18.6417 0.0012 0.00s 17 -18.6410 0.0007 0.00s 29 -18.6410 17it 0.01s Initial clusters = [ 67, 272, 132, ] 1 -333.0310 Inf 0.00s 2 -19.2445 313.7865 0.00s 3 -19.1602 0.0843 0.00s 4 -19.0923 0.0679 0.00s 5 -19.0481 0.0442 0.00s 6 -19.0133 0.0348 0.00s 7 -18.9706 0.0428 0.00s 8 -18.9142 0.0564 0.00s 9 -18.8561 0.0580 0.00s 10 -18.8015 0.0546 0.00s 11 -18.7499 0.0516 0.00s 12 -18.7037 0.0463 0.00s 13 -18.6717 0.0319 0.00s 14 -18.6556 0.0162 0.00s 15 -18.6484 0.0071 0.00s 16 -18.6451 0.0033 0.00s 17 -18.6432 0.0019 0.00s 18 -18.6420 0.0012 0.00s 19 -18.6413 0.0007 0.00s 30 -18.6413 19it 0.01s Initial clusters = [ 84, 179, 117, ] 1 -431.9556 Inf 0.00s 2 -19.2964 412.6593 0.00s 3 -19.2488 0.0475 0.00s 4 -19.2158 0.0330 0.00s 5 -19.1773 0.0385 0.00s 6 -19.1309 0.0464 0.00s 7 -19.0593 0.0716 0.00s 8 -18.9750 0.0842 0.00s 9 -18.9212 0.0538 0.00s 10 -18.8875 0.0337 0.00s 11 -18.8687 0.0188 0.00s 12 -18.8594 0.0093 0.00s 13 -18.8527 0.0067 0.00s 14 -18.8463 0.0064 0.00s 15 -18.8393 0.0070 0.00s 16 -18.8313 0.0080 0.00s 17 -18.8224 0.0089 0.00s 18 -18.8129 0.0095 0.00s 19 -18.8030 0.0099 0.00s 20 -18.7917 0.0112 0.00s 21 -18.7766 0.0151 0.00s 22 -18.7572 0.0194 0.00s 23 -18.7370 0.0201 0.00s 24 -18.7156 0.0214 0.00s 25 -18.6949 0.0208 0.00s 26 -18.6737 0.0212 0.00s 27 -18.6589 0.0148 0.00s 28 -18.6540 0.0049 0.00s 29 -18.6518 0.0022 0.00s 30 -18.6504 0.0014 0.00s 31 -18.6494 0.0010 0.00s 32 -18.6485 0.0008 0.00s 0 0 -18.6485 32it 0.02s (initial solution) 1 -21.5185 Inf 0.00s 2 -18.8841 2.6344 0.00s 3 -18.8282 0.0559 0.00s 4 -18.7853 0.0429 0.00s 5 -18.7503 0.0350 0.00s 6 -18.7194 0.0309 0.00s 7 -18.6943 0.0252 0.00s 8 -18.6750 0.0193 0.00s 9 -18.6608 0.0142 0.00s 10 -18.6515 0.0093 0.00s 11 -18.6462 0.0053 0.00s 12 -18.6434 0.0028 0.00s 13 -18.6419 0.0015 0.00s 14 -18.6411 0.0008 0.00s 1 0 -18.6411 14it 0.01s (new best) 1 -18.9991 Inf 0.00s 2 -18.7129 0.2862 0.00s 3 -18.6814 0.0315 0.00s 4 -18.6637 0.0177 0.00s 5 -18.6545 0.0092 0.00s 6 -18.6497 0.0048 0.00s 7 -18.6469 0.0028 0.00s 8 -18.6452 0.0017 0.00s 9 -18.6441 0.0011 0.00s 10 -18.6434 0.0007 0.00s 2 0 -18.6434 10it 0.00s 1 -19.8922 Inf 0.00s 2 -18.8744 1.0178 0.00s 3 -18.8661 0.0083 0.00s 4 -18.8621 0.0040 0.00s 5 -18.8590 0.0031 0.00s 6 -18.8562 0.0028 0.00s 7 -18.8535 0.0027 0.00s 8 -18.8508 0.0027 0.00s 9 -18.8482 0.0026 0.00s 10 -18.8456 0.0026 0.00s 11 -18.8432 0.0024 0.00s 12 -18.8410 0.0022 0.00s 13 -18.8389 0.0021 0.00s 14 -18.8367 0.0022 0.00s 15 -18.8343 0.0025 0.00s 16 -18.8311 0.0031 0.00s 17 -18.8269 0.0042 0.00s 18 -18.8215 0.0054 0.00s 19 -18.8155 0.0060 0.00s 20 -18.8094 0.0061 0.00s 21 -18.8033 0.0060 0.00s 22 -18.7975 0.0058 0.00s 23 -18.7921 0.0054 0.00s 24 -18.7877 0.0045 0.00s 25 -18.7843 0.0034 0.00s 26 -18.7819 0.0024 0.00s 27 -18.7800 0.0018 0.00s 28 -18.7786 0.0014 0.00s 29 -18.7774 0.0012 0.00s 30 -18.7764 0.0010 0.00s 31 -18.7755 0.0009 0.00s 3 1 -18.7755 31it 0.01s 1 -19.2348 Inf 0.00s 2 -18.6704 0.5645 0.00s 3 -18.6511 0.0193 0.00s 4 -18.6430 0.0081 0.00s 5 -18.6403 0.0027 0.00s 6 -18.6396 0.0007 0.00s 4 2 -18.6396 6it 0.00s (new best) 1 -19.3908 Inf 0.00s 2 -18.6649 0.7259 0.00s 3 -18.6455 0.0194 0.00s 4 -18.6420 0.0036 0.00s 5 -18.6416 0.0003 0.00s 5 0 -18.6416 5it 0.01s 1 -19.6788 Inf 0.00s 2 -18.8716 0.8072 0.00s 3 -18.8505 0.0211 0.00s 4 -18.8366 0.0139 0.00s 5 -18.8254 0.0112 0.00s 6 -18.8162 0.0 PkgEval terminated after 259.54s: test log exceeded the size limit