Table 2 Average number (considering only the runs satisfying the stopping criterion (7)) of evaluations needed by the optimization algorithms to solve the considered benchmark problems (Func)
Func. | DTS | CGR | SD | GA | CRS | DE | GMA |
|---|---|---|---|---|---|---|---|
Bra | 212 | 10,090 | 251 | 1304 | 2953 | 2347 | 252 |
Eas | 223 | 5093 | – | 40,125 | 2877 | 3851 | 3488 |
G-P | 230 | 53 | 295 | 465 | 2429 | 1937 | 439 |
Shu | 274 | 18,608 | 120 | 7748 | 9947 | 3049 | 1270 |
Hm3 | 438 | 1719 | 466 | 1119 | 1493 | 447 | 425 |
Hm6 | 1787 | 29,894 | 217 | 4418 | 2907 | 8456 | 1054 |
Rb2 | 254 | 23,544 | 2275 | 3918 | 6177 | 7952 | 1675 |
Rb5 | 1684 | 182,520 | 3465 | 43,604 | 7927 | 41,939 | 43,972 |
Rb10 | 9037 | 725,281 | 5096 | 44,557 | 43,822 | 44,156 | 44,828 |
Sk5 | 819 | 9274 | 229 | 37,328 | 5702 | 40,032 | 6991 |
Sk7 | 812 | 11,766 | 208 | 36,046 | 3618 | 3479 | 4619 |
Sk10 | 6828 | 17,612 | – | 40,217 | 3540 | 2386 | 1637 |
Za5 | 1003 | 12,467 | 268 | 24,988 | 5384 | 40,026 | 2674 |
Za10 | 4032 | 2,297,937 | 540 | 40,489 | 9004 | 40,031 | 20,719 |