Mixed-Variable Optimization on 28 CEC benchmark functions
56F1 ValueFAmvH
Evaluation results
| Method | Links | ||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| FAmvHStatistic=STD, Metric=Absolute Error (AE)2026.03 | 56 | 5,690,000 | 547,000,000 | 5,460 | 59.7 | 31.1 | 31,800 | 0.04 | 3.84 | 14.8 | — | — | — | — | — | — | — | — | 1.49 | — | 8.36 | — | — | 9.44 | — | — | 353 | — | |
| FAmvGStatistic=STD, Metric=Absolute Error (AE)2026.03 | 56.9 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| FAmv*GStatistic=STD, Metric=Absolute Error (AE)2026.03 | 79.2 | — | — | — | — | — | — | 0.07 | — | — | — | — | — | — | 1,100 | 0.36 | — | — | — | — | — | — | 1,180 | — | — | 62.6 | — | — | |
| FAmv*HStatistic=STD, Metric=Absolute Error (AE)2026.03 | 84.3 | 8,080,000 | 897,000,000 | 12,600 | — | — | — | — | 3.54 | — | — | — | — | — | — | — | — | — | — | 0.54 | 9.66 | — | — | — | — | — | — | 119 | |
| DEmvStatistic=STD, Metric=Absolute Error (AE)2026.03 | 213 | — | — | — | — | 7.72 | 26,100 | — | — | 35.1 | 13.3 | 14.9 | 16.6 | 0.02 | — | — | 26.3 | 20.8 | 2.21 | 0.26 | 58.2 | 0.04 | 772 | 4.34 | 4.4 | 141 | 38.8 | 652 | |
| FAmv*HStatistic=Mean, Metric=Absolute Error (AE)2026.03 | 447 | 29,200,000 | 2,070,000,000 | 67,900 | — | — | — | — | 46.3 | — | — | — | — | — | — | — | — | — | — | 23 | 549 | — | — | — | — | — | — | 1,450 | |
| FAmv*GStatistic=Mean, Metric=Absolute Error (AE)2026.03 | 479 | — | — | — | — | — | — | 21.2 | — | — | — | — | — | — | 5,520 | 3.42 | — | — | — | — | — | — | 6,820 | — | — | 329 | — | — | |
| FAmvHStatistic=Mean, Metric=Absolute Error (AE)2026.03 | 481 | 24,300,000 | 1,630,000,000 | 57,500 | 450 | 165 | 302,000 | 21.2 | 48.2 | 103 | — | — | — | — | — | — | — | — | 34.8 | — | 560 | — | — | 319 | — | — | 1,470 | — | |
| GAStatistic=STD, Metric=Absolute Error (AE)2026.03 | 495 | — | — | 10,500 | — | — | 31,300 | — | 5.91 | — | — | 35.4 | 30.4 | 0.04 | — | — | 41.1 | 48.4 | — | 0.74 | — | 0.04 | 2,010 | — | 11.6 | 12.6 | 118 | 456 | |
| FAmvGStatistic=Mean, Metric=Absolute Error (AE)2026.03 | 516 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DEmvStatistic=Mean, Metric=Absolute Error (AE)2026.03 | 576 | — | — | — | — | 68.7 | 331,000 | — | — | 99.3 | 91.7 | 414 | 402 | 0.02 | — | — | 199 | 154 | 46.5 | 23.9 | 703 | 0.03 | 9,980 | 357 | 377 | 451 | 1,940 | 4,740 | |
| GAStatistic=Mean, Metric=Absolute Error (AE)2026.03 | 1,930 | — | — | 71,800 | — | — | 302,000 | — | 46.4 | — | — | 379 | 411 | 0.04 | — | — | 355 | 330 | — | 23.1 | — | 0.03 | 7,140 | — | 346 | 412 | 1,490 | 2,610 | |
| PSOmvStatistic=STD, Metric=Absolute Error (AE)2026.03 | 3,030 | 126,000,000 | 26,700,000,000 | 24,100 | 1,760 | 223 | 48,900 | 0.03 | 1.23 | 607 | 37.1 | 55.8 | 48.1 | 0.01 | 704 | 0.38 | 110 | 138 | 2,490 | 0.48 | 454 | 0.1 | 800 | 6.75 | 11.1 | 16.3 | 76.4 | 601 | |
| PSOmvStatistic=Mean, Metric=Absolute Error (AE)2026.03 | 11,900 | 387,000,000 | 149,000,000,000 | 177,000 | 3,910 | 789 | 562,000 | 21.2 | 74.1 | 3,000 | 413 | 645 | 609 | 0.02 | 9,110 | 3.8 | 796 | 903 | 3,450 | 24.5 | 3,050 | 0.07 | 9,660 | 377 | 391 | 471 | 2,050 | 4,890 | |
| FAStatistic=Mean, Metric=Absolute Error (AE)2026.03 | — | — | — | — | — | — | — | 21.1 | — | — | — | — | — | — | — | 3.42 | — | — | — | — | — | — | — | — | — | — | — | — | |
| FAStatistic=STD, Metric=Absolute Error (AE)2026.03 | — | — | — | — | — | — | — | 0.05 | — | — | — | — | — | — | — | 0.4 | — | — | — | — | — | — | — | — | — | — | — | — |