F | Index | Algorithm | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
PSO | SSA | WOA | HHO | DO | SCSO | AO | AOA | BWO | LHHO | LSMA | HBWO | ||
F1 | Ave | 1.117E + 10 | 2.150E + 04 | 4.217E + 08 | 1.892E + 07 | 1.459E + 09 | 3.718E + 09 | 1.149E + 08 | 4.966E + 10 | 4.990E + 10 | 1.530E + 07 | 4.810E + 03 | 2.492E + 03 |
Std | 7.048E + 09 | 2.202E + 04 | 2.153E + 08 | 3.635E + 06 | 1.038E + 09 | 2.621E + 09 | 7.323E + 07 | 8.532E + 09 | 4.723E + 09 | 3.849E + 06 | 4.072E + 03 | 3.666E + 03 | |
Best | 1.085E + 09 | 3.843E + 03 | 1.143E + 08 | 1.265E + 07 | 1.805E + 08 | 4.250E + 08 | 3.148E + 07 | 3.408E + 10 | 3.895E + 10 | 1.007E + 07 | 1.845E + 02 | 1.013E + 02 | |
Worst | 2.602E + 10 | 9.005E + 04 | 9.417E + 08 | 2.528E + 07 | 3.769E + 09 | 9.598E + 09 | 3.683E + 08 | 6.309E + 10 | 5.555E + 10 | 2.514E + 07 | 1.697E + 04 | 1.515E + 04 | |
Rank | 10 | 3 | 7 | 5 | 8 | 9 | 6 | 11 | 12 | 4 | 2 | 1 | |
F3 | Ave | 5.735E + 04 | 5.922E + 04 | 2.493E + 05 | 2.662E + 04 | 8.119E + 04 | 4.331E + 04 | 4.374E + 04 | 7.801E + 04 | 7.532E + 04 | 2.089E + 04 | 3.975E + 03 | 7.572E + 02 |
Std | 1.949E + 04 | 5.926E + 03 | 6.312E + 04 | 4.037E + 03 | 6.074E + 03 | 9.802E + 03 | 6.677E + 03 | 7.734E + 03 | 6.075E + 03 | 5.648E + 03 | 2.249E + 03 | 3.877E + 02 | |
Best | 2.843E + 04 | 4.579E + 04 | 1.563E + 05 | 1.922E + 04 | 6.592E + 04 | 1.895E + 04 | 3.315E + 04 | 6.094E + 04 | 6.014E + 04 | 1.158E + 04 | 1.205E + 03 | 3.443E + 02 | |
Worst | 1.010E + 05 | 6.905E + 04 | 3.526E + 05 | 3.609E + 04 | 8.927E + 04 | 6.497E + 04 | 5.515E + 04 | 8.847E + 04 | 8.372E + 04 | 3.136E + 04 | 1.050E + 04 | 2.421E + 03 | |
Rank | 7 | 8 | 12 | 4 | 11 | 5 | 6 | 10 | 9 | 3 | 2 | 1 | |
F4 | Ave | 1193.4901 | 524.1194 | 692.0717 | 556.9365 | 682.9445 | 877.3982 | 588.8941 | 12804.9910 | 11706.3310 | 533.0430 | 500.9661 | 484.5028 |
Std | 612.2786 | 20.3094 | 81.9339 | 46.4416 | 118.9142 | 518.9321 | 50.2650 | 3226.8255 | 1331.0749 | 20.8540 | 19.4186 | 17.0210 | |
Best | 642.5808 | 488.5944 | 586.7821 | 477.9126 | 558.9925 | 524.6050 | 523.6538 | 7611.4869 | 9557.0240 | 498.2239 | 478.1453 | 467.2975 | |
Worst | 2861.2938 | 576.1173 | 881.1165 | 660.0705 | 1047.1917 | 2855.3264 | 736.1262 | 19043.9951 | 14381.7390 | 588.5292 | 563.4665 | 517.2056 | |
Rank | 7 | 8 | 12 | 4 | 11 | 5 | 6 | 10 | 9 | 3 | 2 | 1 | |
F5 | Ave | 714.8665 | 778.8699 | 820.4144 | 750.0392 | 788.3881 | 740.3144 | 675.9038 | 880.1379 | 913.3710 | 733.7390 | 602.9851 | 624.1913 |
Std | 45.0029 | 41.8028 | 53.5514 | 34.0208 | 28.7438 | 48.0607 | 29.7633 | 38.2791 | 18.4476 | 28.2254 | 28.9875 | 21.8096 | |
Best | 618.9838 | 689.1764 | 730.8912 | 679.0856 | 739.0908 | 653.3828 | 618.2987 | 812.8303 | 877.0543 | 684.7845 | 561.7918 | 589.5656 | |
Worst | 791.1411 | 823.3583 | 912.0708 | 809.5262 | 829.1142 | 816.8894 | 723.1441 | 982.3228 | 950.6040 | 793.6184 | 666.2277 | 646.5348 | |
Rank | 4 | 8 | 10 | 7 | 9 | 6 | 3 | 11 | 12 | 5 | 1 | 2 | |
F6 | Ave | 645.4623 | 659.8264 | 675.2904 | 664.8593 | 668.4228 | 661.8107 | 649.8268 | 674.9460 | 687.4726 | 661.4536 | 614.7668 | 603.3094 |
Std | 9.5723 | 9.0251 | 11.3517 | 5.4649 | 4.3619 | 8.4392 | 8.7552 | 7.4000 | 4.1215 | 4.8580 | 7.4938 | 1.9251 | |
Best | 631.8421 | 633.8830 | 656.3361 | 654.2089 | 661.6524 | 647.1529 | 630.2593 | 664.0555 | 681.1609 | 653.4225 | 605.2460 | 600.3809 | |
Worst | 669.8550 | 671.9930 | 693.2667 | 676.7000 | 678.9963 | 678.1189 | 666.8517 | 686.7597 | 696.8912 | 670.4959 | 634.2795 | 610.1477 | |
Rank | 3 | 5 | 11 | 8 | 9 | 7 | 4 | 10 | 12 | 6 | 2 | 1 | |
F7 | Ave | 1233.2470 | 1268.6096 | 1251.1970 | 1256.6749 | 1275.0880 | 1116.4781 | 1045.8198 | 1363.5532 | 1371.5558 | 1244.6440 | 852.2571 | 890.6840 |
Std | 193.8509 | 77.0029 | 105.6151 | 72.0228 | 85.2053 | 98.8470 | 45.3360 | 56.3962 | 23.1486 | 79.1381 | 29.7721 | 25.1362 | |
Best | 958.3216 | 1032.3435 | 1099.2157 | 1060.8874 | 1092.0211 | 927.8141 | 958.5698 | 1245.0758 | 1318.3713 | 1109.2355 | 812.7436 | 839.7794 | |
Worst | 1723.4123 | 1351.0352 | 1485.7560 | 1359.8450 | 1396.1940 | 1349.4336 | 1119.1388 | 1439.0308 | 1409.3233 | 1396.1934 | 913.3785 | 998.0526 | |
Rank | 5 | 9 | 7 | 8 | 10 | 4 | 3 | 11 | 12 | 6 | 1 | 2 | |
F8 | Ave | 978.8219 | 984.2392 | 1043.4621 | 966.3460 | 1002.9273 | 981.6329 | 942.1143 | 1089.8954 | 1135.3670 | 970.1768 | 909.8984 | 904.0689 |
Std | 51.5642 | 22.1450 | 68.9071 | 27.1292 | 22.3964 | 31.7130 | 23.0098 | 32.8884 | 13.9167 | 30.2885 | 27.1595 | 13.5051 | |
Best | 892.0606 | 936.3103 | 918.6110 | 913.7056 | 955.3333 | 936.5612 | 902.9588 | 1040.7797 | 1104.2317 | 916.1991 | 860.2946 | 881.2173 | |
Worst | 1081.7289 | 1020.8794 | 1194.4619 | 1012.2838 | 1031.4747 | 1050.5218 | 971.0618 | 1146.5256 | 1153.1203 | 1018.8170 | 953.8185 | 937.07436 | |
Rank | 6 | 8 | 10 | 4 | 9 | 7 | 3 | 11 | 12 | 5 | 2 | 1 | |
F9 | Ave | 4899.7002 | 5448.7506 | 9082.7267 | 7387.3795 | 6724.6856 | 5903.2591 | 5681.5669 | 6672.6114 | 10,324.1013 | 6635.5453 | 2970.4248 | 2088.3688 |
Std | 1615.1659 | 115.4332 | 3463.3655 | 1113.2126 | 434.4347 | 905.0906 | 1189.5706 | 930.8770 | 869.9235 | 938.8063 | 1363.7122 | 666.2224 | |
Best | 2724.6157 | 5170.7584 | 5072.8615 | 5291.3602 | 5896.8021 | 3990.3181 | 3638.0528 | 5291.3287 | 8400.3419 | 4523.8199 | 1154.6737 | 914.1005 | |
Worst | 7911.7378 | 5718.6937 | 17,371.1393 | 9234.3284 | 7455.9103 | 7665.7291 | 8350.6299 | 8413.4238 | 11861.7156 | 8563.4062 | 6409.3938 | 3737.2913 | |
Rank | 3 | 4 | 11 | 10 | 9 | 6 | 5 | 8 | 12 | 7 | 2 | 1 | |
F10 | Ave | 5383.0213 | 5846.2470 | 6721.8157 | 5864.6576 | 5700.7327 | 5668.0229 | 5325.3514 | 7298.3805 | 8482.6709 | 5737.5498 | 4895.1208 | 4564.2864 |
Std | 749.1992 | 653.8037 | 862.7071 | 801.1618 | 599.3269 | 555.2641 | 544.2342 | 546.1045 | 227.3939 | 761.8773 | 804.9351 | 531.1267 | |
Best | 4060.3419 | 5005.8622 | 5278.0251 | 3935.8444 | 4574.1449 | 4627.9329 | 4155.2448 | 6394.8128 | 8011.0880 | 4193.2299 | 3361.7564 | 2909.6566 | |
Worst | 6839.9826 | 7157.5190 | 8007.8280 | 7087.2998 | 6644.2146 | 6761.3703 | 6226.3990 | 8250.7158 | 8865.5418 | 7141.6112 | 6008.3384 | 5984.7154 | |
Rank | 4 | 8 | 10 | 9 | 6 | 5 | 3 | 11 | 12 | 7 | 2 | 1 | |
F11 | Ave | 1565.5178 | 1337.2066 | 4917.4890 | 1283.3919 | 2818.2733 | 1922.1087 | 1741.6028 | 7607.6140 | 6552.7070 | 1262.3180 | 1364.6989 | 1199.0067 |
Std | 176.4638 | 63.1468 | 2836.7528 | 35.5507 | 1117.7553 | 662.6147 | 242.6069 | 2204.5851 | 776.6216 | 46.7826 | 82.7906 | 35.2782 | |
Best | 1297.1635 | 1229.8505 | 1690.1523 | 1219.8686 | 1434.0926 | 1356.0857 | 1373.4648 | 3880.7830 | 5204.6234 | 1181.6680 | 1215.6934 | 1142.2628 | |
Worst | 1920.6600 | 1497.3442 | 10,511.4259 | 1374.4997 | 5078.6008 | 3955.0588 | 2222.4138 | 12432.6025 | 8325.1548 | 1359.9467 | 1507.9184 | 1267.478 | |
Rank | 6 | 4 | 10 | 3 | 9 | 8 | 7 | 12 | 11 | 2 | 5 | 1 | |
F12 | Ave | 8.983E + 08 | 2.348E + 06 | 1.867E + 08 | 1.538E + 07 | 6.677E + 07 | 1.258E + 08 | 4.830E + 07 | 1.222E + 10 | 9.381E + 09 | 1.995E + 07 | 5.326E + 06 | 2.168E + 05 |
Std | 9.977E + 08 | 2.035E + 06 | 1.513E + 08 | 9.171E + 06 | 4.129E + 07 | 1.238E + 08 | 3.192E + 07 | 3.059E + 09 | 1.640E + 09 | 1.718E + 07 | 3.031E + 06 | 2.617E + 05 | |
Best | 3.401E + 06 | 1.380E + 05 | 3.030E + 06 | 4.993E + 06 | 8.524E + 06 | 2.376E + 06 | 1.066E + 07 | 5.331E + 09 | 6.517E + 09 | 4.319E + 06 | 1.229E + 06 | 1.431E + 04 | |
Worst | 4.033E + 09 | 7.872E + 06 | 5.490E + 08 | 4.454E + 07 | 1.422E + 08 | 3.874E + 08 | 1.190E + 08 | 1.708E + 10 | 1.235E + 10 | 5.378E + 07 | 1.243E + 07 | 1.443E + 06 | |
Rank | 10 | 2 | 9 | 4 | 7 | 8 | 6 | 12 | 11 | 5 | 3 | 1 | |
F13 | Ave | 2.913E + 08 | 2.318E + 04 | 5.366E + 05 | 7.083E + 05 | 6.331E + 05 | 2.116E + 07 | 5.391E + 05 | 7.725E + 09 | 6.070E + 09 | 4.337E + 05 | 2.379E + 05 | 1.685E + 04 |
Std | 7.783E + 08 | 1.858E + 04 | 4.049E + 05 | 8.556E + 05 | 1.210E + 06 | 6.660E + 07 | 2.645E + 05 | 4.486E + 09 | 1.875E + 09 | 2.063E + 05 | 1.314E + 05 | 1.322E + 04 | |
Best | 7.217E + 03 | 1.931E + 03 | 1.250E + 05 | 2.735E + 05 | 5.060E + 04 | 5.202E + 04 | 1.114E + 05 | 1.789E + 09 | 1.732E + 09 | 1.476E + 05 | 4.392E + 04 | 2.769E + 03 | |
Worst | 3.306E + 09 | 5.840E + 04 | 1.679E + 06 | 4.214E + 06 | 5.603E + 06 | 2.969E + 08 | 1.102E + 06 | 1.672E + 10 | 9.214E + 09 | 1.021E + 06 | 5.431E + 05 | 4.295E + 04 | |
Rank | 10 | 2 | 5 | 8 | 7 | 9 | 6 | 12 | 11 | 4 | 3 | 1 | |
F14 | Ave | 5.437E + 04 | 1.975E + 05 | 1.259E + 06 | 4.301E + 05 | 1.014E + 06 | 2.705E + 05 | 4.447E + 05 | 9.584E + 05 | 2.248E + 06 | 3.228E + 05 | 9.378E + 04 | 2.100E + 03 |
Std | 4.775E + 04 | 2.075E + 05 | 1.055E + 06 | 4.536E + 05 | 5.118E + 05 | 4.966E + 05 | 4.235E + 05 | 1.066E + 06 | 8.975E + 05 | 2.238E + 05 | 3.765E + 04 | 8.032E + 02 | |
Best | 7.605E + 03 | 2.225E + 04 | 5.225E + 03 | 5.096E + 03 | 1.182E + 05 | 9.087E + 03 | 2.919E + 04 | 2.071E + 04 | 9.449E + 05 | 2.825E + 04 | 1.166E + 04 | 1.469E + 03 | |
Worst | 1.872E + 05 | 7.443E + 05 | 3.914E + 06 | 1.884E + 06 | 2.026E + 06 | 1.860E + 06 | 1.758E + 06 | 4.423E + 06 | 3.981E + 06 | 7.381E + 05 | 1.511E + 05 | 4.269E + 03 | |
Rank | 2 | 4 | 11 | 7 | 10 | 5 | 8 | 9 | 12 | 6 | 3 | 1 | |
F15 | Ave | 6.829E + 04 | 8.021E + 03 | 2.077E + 05 | 7.787E + 04 | 5.156E + 04 | 1.301E + 05 | 9.471E + 04 | 2.146E + 04 | 1.911E + 08 | 6.405E + 04 | 1.737E + 05 | 2.752E + 03 |
Std | 4.586E + 04 | 9.615E + 03 | 1.649E + 05 | 3.567E + 04 | 3.062E + 04 | 1.949E + 05 | 5.258E + 04 | 6.614E + 03 | 9.117E + 07 | 4.002E + 04 | 9.015E + 04 | 9.848E + 02 | |
Best | 8.072E + 03 | 1.659E + 03 | 3.468E + 04 | 2.780E + 04 | 1.529E + 04 | 1.238E + 04 | 2.364E + 04 | 1.519E + 04 | 1.618E + 07 | 2.475E + 04 | 3.934E + 04 | 1.696E + 03 | |
Worst | 1.676E + 05 | 3.308E + 04 | 5.872E + 05 | 1.569E + 05 | 1.136E + 05 | 8.846E + 05 | 2.444E + 05 | 3.509E + 04 | 3.363E + 08 | 1.631E + 05 | 3.998E + 05 | 9.367E + 03 | |
Rank | 6 | 2 | 11 | 7 | 4 | 9 | 8 | 3 | 12 | 5 | 10 | 1 | |
F16 | Ave | 3175.6419 | 2864.6308 | 3771.9360 | 3383.8883 | 3345.8875 | 3193.7475 | 3252.7742 | 4855.6554 | 5154.3382 | 3270.8437 | 2805.4281 | 2584.6473 |
Std | 429.9832 | 298.9653 | 592.7776 | 280.1114 | 365.5902 | 486.0102 | 323.0632 | 1032.5207 | 324.8035 | 351.6901 | 428.3570 | 233.0739 | |
Best | 2425.2366 | 2210.8857 | 3106.6263 | 2722.2354 | 2761.7645 | 2505.4588 | 2617.0181 | 3356.7658 | 4541.8219 | 2564.1874 | 1975.0548 | 2049.4479 | |
Worst | 3945.8229 | 3304.9890 | 5310.9360 | 3735.1019 | 3767.1828 | 4418.1806 | 3778.9187 | 6613.9165 | 5620.9109 | 4003.6757 | 3616.9408 | 3053.3518 | |
Rank | 4 | 3 | 10 | 9 | 8 | 5 | 6 | 11 | 12 | 7 | 2 | 1 | |
F17 | Ave | 2397.5599 | 2606.3295 | 2658.4199 | 2518.1441 | 2640.3216 | 2300.5276 | 2401.7174 | 3550.3685 | 3480.2497 | 2648.4641 | 2316.0067 | 2096.2868 |
Std | 251.4000 | 256.6690 | 288.8123 | 316.3164 | 228.6026 | 259.5862 | 301.6049 | 688.0100 | 350.0231 | 219.4118 | 217.3942 | 184.6278 | |
Best | 1857.1365 | 2022.0996 | 2201.6420 | 1956.6759 | 2047.2521 | 1963.2543 | 1954.6091 | 2386.4196 | 2413.8635 | 2098.9281 | 2001.5227 | 1808.2824 | |
Worst | 2795.1968 | 3012.2911 | 3151.8034 | 3138.5765 | 2982.3611 | 2870.3323 | 3219.7852 | 4423.2107 | 3879.8989 | 2987.7886 | 2909.5392 | 2329.5352 | |
Rank | 4 | 7 | 10 | 6 | 8 | 2 | 5 | 12 | 11 | 9 | 3 | 1 | |
F18 | Ave | 2.196E + 06 | 2.444E + 06 | 7.126E + 06 | 2.242E + 06 | 3.058E + 06 | 1.144E + 06 | 3.500E + 06 | 1.101E + 07 | 2.540E + 07 | 1.469E + 06 | 6.543E + 05 | 1.360E + 04 |
Std | 2.938E + 06 | 3.156E + 06 | 8.732E + 06 | 3.375E + 06 | 4.298E + 06 | 1.114E + 06 | 2.525E + 06 | 1.141E + 07 | 1.064E + 07 | 8.213E + 05 | 4.989E + 05 | 8.622E + 03 | |
Best | 1.155E + 05 | 5.369E + 04 | 1.639E + 05 | 1.296E + 05 | 1.041E + 05 | 7.926E + 04 | 4.304E + 05 | 3.732E + 05 | 6.295E + 06 | 2.914E + 05 | 1.210E + 05 | 5.406E + 03 | |
Worst | 1.091E + 07 | 1.143E + 07 | 3.255E + 07 | 1.456E + 07 | 1.720E + 07 | 3.680E + 06 | 8.029E + 06 | 4.084E + 07 | 4.217E + 07 | 3.100E + 06 | 1.824E + 06 | 2.505E + 04 | |
Rank | 5 | 7 | 10 | 6 | 8 | 3 | 9 | 11 | 12 | 4 | 2 | 1 | |
F19 | Ave | 8.572E + 06 | 8.307E + 03 | 6.957E + 06 | 5.368E + 05 | 9.055E + 05 | 8.910E + 06 | 1.492E + 06 | 1.775E + 06 | 2.893E + 08 | 6.348E + 05 | 8.557E + 04 | 3.762E + 03 |
Std | 2.411E + 07 | 1.100E + 04 | 5.658E + 06 | 3.784E + 05 | 7.014E + 05 | 2.671E + 07 | 1.156E + 06 | 8.888E + 04 | 1.691E + 08 | 3.874E + 05 | 4.212E + 04 | 1.196E + 03 | |
Best | 3.318E + 03 | 2.034E + 03 | 1.047E + 06 | 9.659E + 04 | 8.499E + 03 | 8.056E + 04 | 2.922E + 05 | 1.621E + 06 | 5.081E + 07 | 3.857E + 04 | 1.210E + 04 | 1.966E + 03 | |
Worst | 9.637E + 07 | 5.362E + 04 | 2.382E + 07 | 1.437E + 06 | 2.504E + 06 | 1.172E + 08 | 4.050E + 06 | 1.935E + 06 | 6.857E + 08 | 1.533E + 06 | 1.530E + 05 | 1.069E + 04 | |
Rank | 10 | 2 | 9 | 4 | 6 | 11 | 7 | 8 | 12 | 5 | 3 | 1 | |
F20 | Ave | 2684.6853 | 2817.5966 | 2955.9664 | 2852.8646 | 3004.1042 | 2646.5124 | 2626.6951 | 2734.1083 | 2924.1134 | 2693.3524 | 2523.3771 | 2395.3218 |
Std | 136.5414 | 173.4071 | 149.7941 | 195.5261 | 231.0104 | 191.1978 | 199.5179 | 205.9055 | 95.4253 | 230.2799 | 179.7403 | 135.7985 | |
Best | 2400.6119 | 2541.4574 | 2712.1224 | 2355.2306 | 2534.6459 | 2306.1872 | 2342.4132 | 2308.7180 | 2724.1219 | 2193.5420 | 2158.2490 | 2211.1559 | |
Worst | 2894.2039 | 3152.2455 | 3301.2341 | 3215.8494 | 3440.5879 | 2982.8525 | 2975.3871 | 3098.6288 | 3158.4874 | 3111.3410 | 2837.5962 | 2437.8654 | |
Rank | 5 | 8 | 11 | 9 | 12 | 4 | 3 | 7 | 10 | 6 | 2 | 1 | |
F21 | Ave | 2495.0140 | 2543.4689 | 2595.1513 | 2550.1752 | 2589.1329 | 2529.3685 | 2473.9158 | 2643.3748 | 2709.6139 | 2549.8522 | 2420.3104 | 2388.6272 |
Std | 39.4258 | 61.8986 | 51.2448 | 50.9354 | 40.6553 | 40.2883 | 27.1043 | 54.7449 | 33.1335 | 49.1951 | 31.0362 | 65.0481 | |
Best | 2432.4175 | 2457.5473 | 2502.2677 | 2464.4466 | 2514.5785 | 2452.5180 | 2429.8940 | 2563.2657 | 2609.5053 | 2475.2025 | 2366.9397 | 2204.2430 | |
Worst | 2581.8905 | 2657.3682 | 2715.1921 | 2622.3455 | 2668.6988 | 2630.8722 | 2517.3818 | 2795.7971 | 2756.7864 | 2658.6565 | 2504.3243 | 2658.6565 | |
Rank | 4 | 6 | 10 | 8 | 9 | 5 | 3 | 11 | 12 | 7 | 2 | 1 | |
F22 | Ave | 6109.8561 | 7049.7968 | 7497.8010 | 6183.1626 | 6075.6625 | 3542.5763 | 2399.3833 | 8626.2745 | 8450.1254 | 6049.6377 | 6244.6879 | 2300.0013 |
Std | 1464.5003 | 1221.4694 | 2022.1267 | 1934.7364 | 2471.3402 | 1305.1334 | 52.3730 | 939.7920 | 319.6964 | 2081.5806 | 735.1593 | 0.0001 | |
Best | 2707.6686 | 2682.2575 | 2663.9489 | 2324.3727 | 2538.6859 | 2455.2465 | 2348.6327 | 6351.5468 | 7940.4044 | 2320.9101 | 5204.0229 | 2300.0011 | |
Worst | 7636.3954 | 8338.8288 | 10002.1862 | 8029.5623 | 8522.8724 | 7029.1515 | 2594.0805 | 10265.9072 | 9003.5627 | 8690.1685 | 8048.4270 | 2300.0017 | |
Rank | 6 | 9 | 10 | 7 | 5 | 3 | 2 | 12 | 11 | 4 | 8 | 1 | |
F23 | Ave | 2965.4947 | 2996.4377 | 3111.7738 | 3134.4080 | 3037.1280 | 2931.2160 | 2926.2826 | 3490.0654 | 3299.2966 | 3138.3352 | 2755.9422 | 2745.7592 |
Std | 58.8406 | 101.9410 | 127.0545 | 92.5111 | 128.1638 | 71.3144 | 52.9785 | 131.0001 | 63.2793 | 117.4633 | 24.8429 | 83.4068 | |
Best | 2827.0572 | 2853.7268 | 2879.4486 | 2956.7014 | 2867.2435 | 2813.7680 | 2812.9168 | 3282.8175 | 3154.1509 | 2885.6453 | 2710.7024 | 2400.0044 | |
Worst | 3087.7605 | 3171.9445 | 3332.6742 | 3334.5761 | 3412.6120 | 3067.4194 | 3032.0425 | 3700.5069 | 3384.4321 | 3328.7348 | 2801.6992 | 2805.3067 | |
Rank | 5 | 6 | 8 | 9 | 7 | 4 | 3 | 12 | 11 | 10 | 2 | 1 | |
F24 | Ave | 3135.7638 | 3105.6899 | 3221.4059 | 3424.5504 | 3185.7998 | 3054.5138 | 3053.0035 | 3827.4739 | 3532.4220 | 3381.3365 | 2929.1165 | 2950.5972 |
Std | 99.0560 | 109.4686 | 100.9139 | 111.0490 | 59.8385 | 51.3528 | 61.8780 | 139.8378 | 69.1839 | 160.1375 | 20.4225 | 32.8631 | |
Best | 3001.1931 | 2902.7451 | 3050.4266 | 3240.8308 | 3067.7619 | 2980.7664 | 2938.7462 | 3578.1437 | 3393.5560 | 3100.8671 | 2899.3903 | 2895.3582 | |
Worst | 3392.7942 | 3345.9161 | 3395.2952 | 3614.6389 | 3281.4267 | 3169.4179 | 3170.3926 | 4082.3328 | 3615.0356 | 3740.2089 | 2957.2468 | 2999.8603 | |
Rank | 6 | 5 | 8 | 10 | 7 | 4 | 3 | 12 | 11 | 9 | 1 | 2 | |
F25 | Ave | 3211.2386 | 2912.6312 | 3038.9561 | 2927.6037 | 3046.9645 | 3088.7182 | 2960.2558 | 5347.8520 | 4317.3950 | 2922.2684 | 2898.1004 | 2888.9003 |
Std | 189.1999 | 19.7671 | 42.1076 | 25.1724 | 43.5660 | 74.4351 | 22.9186 | 750.4546 | 151.3576 | 19.5747 | 15.5549 | 3.8665 | |
Best | 2977.2150 | 2885.5179 | 2976.4808 | 2892.7531 | 2973.0182 | 2993.5561 | 2918.0422 | 4009.7519 | 4021.1460 | 2886.6153 | 2884.0211 | 2883.4320 | |
Worst | 3651.3781 | 2949.0394 | 3124.0680 | 2982.9068 | 3125.9017 | 3301.9208 | 2994.5043 | 6767.6739 | 4605.1009 | 2952.6203 | 2937.6835 | 2944.3881 | |
Rank | 10 | 3 | 7 | 5 | 8 | 9 | 6 | 12 | 11 | 4 | 2 | 1 | |
F26 | Ave | 7177.5898 | 6128.6915 | 8117.6243 | 7631.4761 | 6894.5618 | 6360.6456 | 4836.4678 | 10495.1393 | 10460.4689 | 6988.2442 | 4737.3528 | 3824.6362 |
Std | 824.4703 | 1546.8440 | 833.0835 | 864.7109 | 1528.3168 | 1144.9286 | 1392.4522 | 588.1445 | 492.3812 | 1361.7652 | 387.2618 | 1388.3413 | |
Best | 5811.3798 | 2982.4986 | 6522.0429 | 4662.6442 | 3676.1662 | 4239.4786 | 3579.6881 | 9514.8141 | 9414.4121 | 3229.3168 | 4259.8877 | 2800.0085 | |
Worst | 9376.1716 | 7954.9727 | 9774.8328 | 8790.8118 | 8616.2368 | 8460.1084 | 7979.2909 | 11364.0104 | 11141.6114 | 8756.2478 | 5779.2272 | 6532.4757 | |
Rank | 8 | 4 | 10 | 9 | 6 | 5 | 3 | 12 | 11 | 7 | 2 | 1 | |
F27 | Ave | 3373.5047 | 3277.6497 | 3437.7518 | 3432.7866 | 3433.4308 | 3356.8544 | 3343.1111 | 4457.8746 | 3890.2176 | 3389.2486 | 3230.5663 | 3308.6936 |
Std | 81.9472 | 32.7986 | 104.4579 | 116.8794 | 125.4298 | 67.5992 | 52.3217 | 287.4731 | 109.7212 | 106.7578 | 13.4763 | 67.6797 | |
Best | 3262.2010 | 3217.3184 | 3265.0651 | 3249.3937 | 3303.7075 | 3255.1634 | 3252.0419 | 3906.0438 | 3631.9751 | 3235.2373 | 3208.9560 | 3216.9018 | |
Worst | 3632.4337 | 3325.7841 | 3646.1658 | 3678.1669 | 3700.3381 | 3526.5854 | 3464.8142 | 4987.8711 | 4057.9684 | 3583.3277 | 3254.6518 | 3501.9857 | |
Rank | 6 | 2 | 10 | 8 | 9 | 5 | 4 | 12 | 11 | 7 | 1 | 3 | |
F28 | Ave | 4258.5695 | 3274.6367 | 3455.7334 | 3304.3000 | 3514.4206 | 3508.7626 | 3373.1211 | 6758.8366 | 6333.3964 | 3285.7390 | 3259.0707 | 3203.8239 |
Std | 684.3681 | 26.4744 | 73.6077 | 31.2571 | 113.5801 | 149.5453 | 44.4038 | 847.1102 | 297.8431 | 27.1039 | 42.5163 | 16.6326 | |
Best | 3353.3882 | 3213.9182 | 3375.7620 | 3252.5198 | 3328.4440 | 3276.1625 | 3316.1926 | 5158.4442 | 5597.6340 | 3228.9611 | 3206.2804 | 3141.6422 | |
Worst | 5961.2007 | 3325.2994 | 3608.0957 | 3368.3748 | 3830.9219 | 3831.3515 | 3464.6534 | 8110.9727 | 6805.3403 | 3352.9978 | 3339.7512 | 3257.4963 | |
Rank | 10 | 3 | 7 | 5 | 9 | 8 | 6 | 12 | 11 | 4 | 2 | 1 | |
F29 | Ave | 4672.2286 | 4300.6611 | 4892.7109 | 4608.7586 | 4933.8050 | 4552.3682 | 4527.9831 | 6373.5770 | 6596.6544 | 4464.6782 | 4016.1799 | 3751.9158 |
Std | 263.9605 | 260.0620 | 529.8430 | 408.6676 | 301.8095 | 358.3775 | 319.9550 | 955.9632 | 548.1144 | 320.0715 | 207.8239 | 135.2264 | |
Best | 4210.6044 | 3781.3729 | 4115.1667 | 4169.8561 | 4272.6269 | 3835.2997 | 3978.6854 | 4936.8693 | 5533.2657 | 4080.9198 | 3658.9006 | 3461.4182 | |
Worst | 5219.4107 | 4797.1159 | 6077.6722 | 5653.0543 | 5721.8974 | 5404.2310 | 5277.7161 | 8625.2794 | 7500.7505 | 5427.7954 | 4334.5970 | 3959.5377 | |
Rank | 8 | 3 | 9 | 7 | 10 | 6 | 5 | 11 | 12 | 4 | 2 | 1 | |
F30 | Ave | 6.884E + 06 | 2.116E + 04 | 2.930E + 07 | 3.939E + 06 | 1.572E + 07 | 1.167E + 07 | 1.011E + 07 | 1.291E + 09 | 7.671E + 08 | 3.144E + 06 | 1.017E + 06 | 1.442E + 04 |
Std | 6.403E + 06 | 8.307E + 03 | 2.309E + 07 | 3.084E + 06 | 7.532E + 06 | 6.361E + 06 | 8.489E + 06 | 1.272E + 09 | 2.961E + 08 | 1.370E + 06 | 7.075E + 05 | 7.865E + 03 | |
Best | 1.424E + 05 | 8.302E + 03 | 7.179E + 06 | 1.027E + 06 | 1.806E + 06 | 2.371E + 06 | 9.072E + 05 | 8.538E + 07 | 3.483E + 08 | 6.671E + 05 | 1.071E + 05 | 7.018E + 03 | |
Worst | 2.669E + 07 | 3.773E + 04 | 1.138E + 08 | 1.512E + 07 | 2.942E + 07 | 2.411E + 07 | 3.002E + 07 | 4.277E + 09 | 1.377E + 09 | 5.186E + 06 | 2.398E + 06 | 5.081E + 04 | |
Rank | 6 | 2 | 10 | 5 | 9 | 8 | 7 | 12 | 11 | 4 | 3 | 1 | |
Average rank | 6.2069 | 5 | 9.4828 | 6.7241 | 8.2759 | 6.0345 | 5.0345 | 10.6207 | 11.3103 | 5.4828 | 2.6552 | 1.1724 | |
Final rank | 7 | 3 | 10 | 8 | 9 | 6 | 4 | 11 | 12 | 5 | 2 | 1 |