Numerical Optimization on CEC 2022 (D10 & D20 Objective Values)
-6.93Objective Value F01 (D10)PSO
Evaluation results
| Method | Links | ||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PSOMetric=mean log10 error, Independent runs=302026.05 | -6.93 | 1.194 | -6.602 | 1.133 | -4.596 | 3.203 | 0.9 | 0.988 | 2.363 | 2.151 | 0.685 | 2.261 | 3.06 | 1.83 | -0.131 | 1.621 | 1.286 | 3.738 | 1.687 | 1.743 | 2.315 | 2.499 | 2.536 | 2.493 | |
| DVOMetric=mean log10 error, Independent runs=302026.05 | -1.1 | 0.625 | -0.11 | 1.007 | -1.73 | 3.214 | 1.294 | 1.309 | 2.368 | 2.112 | 0.703 | 2.211 | 1.159 | 1.706 | 0.703 | 1.511 | 1.219 | 4.01 | 1.847 | 1.759 | 2.258 | 3.06 | 2.484 | 2.408 | |
| SVOAMetric=mean log10 error, Independent runs=302026.05 | 1.897 | 0.434 | 0.362 | 1.113 | -1.288 | 3.605 | 1.532 | 1.423 | 2.363 | 2.002 | -6.187 | 2.215 | 3.988 | 1.716 | 1.141 | 1.696 | 0.101 | 4.53 | 1.951 | 1.529 | 2.295 | 2.054 | 2.494 | 2.409 | |
| EOMetric=mean log10 error, Independent runs=302026.05 | 2.518 | 0.886 | 0.042 | 1.198 | 1.088 | 3.304 | 1.569 | 1.365 | 2.405 | 2.137 | 1.842 | 2.221 | 4.052 | 2.085 | 1.142 | 1.782 | 2.81 | 4.251 | 1.937 | 1.683 | 2.33 | 2.786 | 3.03 | 2.444 | |
| SCAMetric=mean log10 error, Independent runs=302026.05 | 2.991 | 1.813 | 1.287 | 1.617 | 2.075 | 6.382 | 1.744 | 1.533 | 2.427 | 2.05 | 2.246 | 2.231 | 4.211 | 2.552 | 1.655 | 2.153 | 3.135 | 7.954 | 2.165 | 1.826 | 2.474 | 2.514 | 3.36 | 2.571 | |
| GWOMetric=mean log10 error, Independent runs=302026.05 | 3.076 | 1.322 | 0.345 | 1.227 | 0.714 | 3.457 | 1.537 | 1.43 | 2.446 | 2.149 | 2.137 | 2.226 | 4.021 | 2.087 | 1.092 | 1.753 | 2.817 | 4.812 | 1.985 | 1.63 | 2.371 | 3.014 | 3.009 | 2.473 | |
| AOAMetric=mean log10 error, Independent runs=302026.05 | 3.318 | 1.544 | 1.373 | 1.488 | 2.604 | 3.863 | 1.789 | 1.465 | 2.504 | 2.194 | 2.387 | 2.272 | 4.24 | 2.631 | 1.653 | 2.056 | 3.324 | 5.959 | 2.225 | 1.934 | 2.454 | 2.868 | 3.409 | 2.571 | |
| WOAMetric=mean log10 error, Independent runs=302026.05 | 4.1 | 2.237 | 1.625 | 1.675 | 2.727 | 3.814 | 1.945 | 1.588 | 2.587 | 2.559 | 2.607 | 2.389 | 4.656 | 2.951 | 1.87 | 2.208 | 3.444 | 8.202 | 2.365 | 2.031 | 2.691 | 3.471 | 3.629 | 2.728 |