Black Box Optimization on BBOB d=30
0F1POM
Evaluation Results
| Method | Links | ||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| POMtraining=on TF1-TF5 with d=102024.05 | 0 | 0 | 65.7 | 69.5 | 36.1 | 0 | 0 | 0 | 160 | 2,240 | 7.38 | 0.0005 | 0.0001 | 0.0002 | 78.4 | 25.5 | 0 | 0.13 | 4.82 | -13.2 | 33.6 | 15.7 | 3.68 | 281 | |
| CMA-ES2024.05 | 0.0008 | 0.0845 | 2,470 | 221 | 0 | 0.0899 | 3.44 | 315 | 41.7 | 339,000 | 5,550 | 291,000,000,000 | 9.66 | 1.92 | 42,700 | 31.8 | 0.378 | 2.26 | 5.94 | 3.27 | 2.89 | 1.96 | 3.85 | 223 | |
| LSHADE2024.05 | 0.0013 | 0 | 71.2 | 104 | 0 | 0.154 | 12.5 | 30.8 | 58.5 | 11,600 | 153 | 410,000 | 2.44 | 0.0438 | 116 | 16.4 | 0.467 | 0.934 | 5.44 | 3.13 | 14.4 | 1.14 | 3.17 | 172 | |
| LES2024.05 | 4.93 | 0.0145 | 810 | 611 | 199 | 11.1 | 120 | 3,010 | 2,370 | 75,800 | 236 | 104,000,000 | 86.1 | 6.01 | 873 | 7.17 | 9.74 | 34.3 | 16.1 | -27.2 | 19.9 | 16.8 | 3.01 | 708 | |
| LGA2024.05 | 11.3 | 0.175 | 282 | 376 | 0 | 22.5 | 69.7 | 1,630 | 1,380 | 267,000 | 395 | 95,900,000 | 240 | 4.02 | 284 | 32.4 | 2.21 | 12.1 | 7.06 | 90.9 | 9.98 | 9.91 | 4.38 | 369 | |
| DE2024.05 | 94.6 | 0.11 | 1,020 | 1,990 | 1.32 | 529 | 7,620 | 326,000 | 706,000 | 23,300,000 | 5,730 | 13,700,000,000 | 1,070 | 584 | 4,310 | 54.4 | 24.3 | 119 | 50 | 108,000 | 85.6 | 85.7 | 11.6 | 53,200 | |
| ES2024.05 | 230 | 2.18 | 1,410 | 3,350 | 55.2 | 397 | 1,610 | 421,000 | 444,000 | 3,560,000 | 1,590 | 4,180,000,000 | 1,570 | 90.4 | 1,620 | 46.2 | 24.7 | 98.4 | 54.3 | 125,000 | 88 | 89.2 | 13.8 | 41,000 |