Research Article
Marine Predators Algorithm Based on Adaptive Weight and Chaos Factor and Its Application
Table 3
Comparison of optimization results of benchmark test functions.
| | Function | Result | ACMPA | ChoA | MFO | MPA | SCA |
| | Ave | 1.4547e-84 | 3.3747e-75 | 1.2929e-32 | 4.4914e-65 | 3.3693e-35 | | Std | 2.3378e-84 | 1.7719e-74 | 2.2985e-32 | 1.6501e-64 | 1.3574e-34 |
| | Ave | 6.6421e-57 | 3.6967e-47 | 1.8681e-19 | 8.0445e-39 | 1.0473e-24 | | Std | 2.4495e-56 | 1.9534e-48 | 1.7940e-19 | 1.3648e-38 | 1.5119e-24 |
| | Ave | 1.08424e-50 | 1.1830e-37 | 8.0371e-12 | 1.5264e-34 | 9.0355e-17 | | Std | 3.71256e-60 | 6.4715e-37 | 1.5424e-11 | 5.7895e-34 | 3.3919e-16 |
| | Ave | 1.7589e-39 | 1.2554e-24 | 3.0230e-10 | 2.3507e-27 | 5.3163e-13 | | Std | 5.7318e-39 | 3.7076e-24 | 6.7830e-10 | 2.9474e-27 | 1.2047e-12 |
| | Ave | 1.1536e-04 | 1.1885e-04 | 1.3902e-03 | 1.9046e-04 | 3.0483e-04 | | Std | 1.0551e-04 | 7.8796e-05 | 5.5616e-04 | 1.2141e-04 | 2.8847e-04 |
| | Ave | 0 | 5.5816e-09 | 13.4674 | 0 | 0 | | Std | 0 | 3.0572e-08 | 11.5827 | 0 | 0 |
| | Ave | 8.8817e-16 | 6.0527 | 4.5593e-15 | 8.8817e-16 | 3.8487e-15 | | Std | 0 | 9.1719 | 6.4863e-16 | 0 | 1.3466e-15 |
| | Ave | 0 | 0.0282 | 0.1265 | 0 | 0.0363 | | Std | 0 | 0.0602 | 0.0619 | 0 | 0.0945 |
| | Ave | 0.9980 | 0.9980 | 1.0311 | 0.9980 | 1.0641 | | Std | 0 | 1.3084e-06 | 0.1814 | 0 | 0.3622 |
| | Ave | 3.0748e-04 | 1.2484e-03 | 8.9213e-04 | 3.0748e-04 | 6.8870e-04 | | Std | 8.5518e-19 | 1.7323e-05 | 2.9622e-04 | 3.8762e-18 | 4.0040e-04 |
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