Black-box optimization on BBOB suite d=500
12,150F4ABOM
Evaluation Results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ABOMCategory=Ours, d=500, runs=302026.01 | 12,150 | 6,201 | 2,432 | 88,860 | 179,200 | 5,958,000 | 5,392 | 27,330,000 | 1,221 | 14.87 | 37.92 | 18.13 | 256.5 | 4.971 | 1.656 | 8,090 | |
| CMAESCategory=Adaptive Variants, d=500, runs=302026.01 | 14,470 | 21,640 | 128,900 | 282,700 | 253,300 | 15,800,000 | 12,480 | 132,000,000 | 2,363 | 24.94 | 1,100 | 13.74 | 3,802 | 28.51 | 0.3959 | 49,860 | |
| RLDEAFLCategory=MetaBBO, d=500, runs=302026.01 | 45,730 | 1,875,000 | 14,810 | 58,070,000 | 11,450,000 | 22,320,000 | 3,259 | 2,819,000,000 | 7,073 | 115.7 | 54.95 | 87.67 | 213,600 | 71.59 | 1.559 | 9,900 | |
| JDE21Category=Adaptive Variants, d=500, runs=302026.01 | 78,760 | 4,399,000 | 18,560 | 133,200,000 | 33,260,000 | 54,590,000 | 4,371 | 4,800,000,000 | 8,994 | 184.2 | 70.74 | 177.2 | 588,400 | 80.03 | 1.586 | 11,980 | |
| PSOCategory=Traditional BBO, d=500, runs=302026.01 | 88,630 | 5,266,000 | 28,110 | 408,300,000 | 171,900,000 | 80,260,000 | 6,187 | 14,140,000,000 | 13,190 | 482.4 | 101.7 | 901.2 | 2,374,000 | 86.09 | 1.641 | 16,040 | |
| GLHFCategory=MetaBBO, d=500, runs=302026.01 | 232,400 | 9,194,000 | 20,730 | 50,550,000 | 3,243 | 200,200,000 | 2,529 | 9,757,000,000 | 10,240 | 254.2 | 68.75 | 0.2504 | 375,300 | 83.56 | 1.663 | 7,437 | |
| LESCategory=MetaBBO, d=500, runs=302026.01 | 236,300 | 9,253,000 | 22,850 | 50,680,000 | 4,548 | 208,500,000 | 5,107 | 10,840,000,000 | 12,550 | 1,458 | 370.4 | 2,502 | 377,200 | 1,184 | 1,202 | 8,822 | |
| GLEETCategory=MetaBBO, d=500, runs=302026.01 | 260,500 | 9,870,000 | 25,250 | 118,300,000 | 14,730,000 | 209,700,000 | 3,722 | 12,350,000,000 | 11,160 | 323.1 | 85.39 | 84.79 | 946,600 | 84.78 | 1.659 | 10,100 | |
| SAHLPSOCategory=Adaptive Variants, d=500, runs=302026.01 | 294,700 | 10,260,000 | 27,740 | 219,400,000 | 51,510,000 | 222,900,000 | 4,835 | 16,750,000,000 | 11,970 | 420.8 | 98.14 | 276.4 | 1,471,000 | 85.42 | 1.658 | 12,220 | |
| DECategory=Traditional BBO, d=500, runs=302026.01 | 316,600 | 12,060,000 | 33,660 | 415,300,000 | 200,200,000 | 244,000,000 | 4,999 | 20,550,000,000 | 13,240 | 508.1 | 109.3 | 960.6 | 2,432,000 | 86.1 | 1.659 | 16,100 | |
| RSCategory=Traditional BBO, d=500, runs=302026.01 | 370,000 | 15,290,000 | 39,200 | 605,200,000 | 415,900,000 | 283,200,000 | 5,881 | 30,150,000,000 | 14,440 | 663.4 | 142.8 | 2,090 | 3,233,000 | 86.36 | 1.652 | 20,890 |