Numerical Optimization on CEC 50 dimensions 2017 (F1-F30)
0Mean Objective ValueMF-CMA-ES
Evaluation results
| Method | Links | ||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MF-CMA-ESDimensions=50, Budget=10000n, Function=F12025.12 | 0 | 0 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MF-CMA-ESDimensions=50, Budget=10000n, Function=F32025.12 | 0 | 0 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CMA-ES-CSADimensions=50, Budget=10000n, Function=F12025.12 | 0 | 0 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CMA-ES-PPMFDimensions=50, Budget=10000n, Function=F32025.12 | 0 | 0 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CMA-ES-CSADimensions=50, Budget=10000n, Function=F52025.12 | 9.9 | 2.7 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CMA-ES-PPMFDimensions=50, Budget=10000n, Function=F62025.12 | 11 | 24 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MF-CMA-ESDimensions=50, Budget=10000n, Function=F92025.12 | 12 | 19 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MF-CMA-ESDimensions=50, Budget=10000n, Function=F62025.12 | 22 | 36 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MF-CMA-ESDimensions=50, Budget=10000n, Function=F72025.12 | 65 | 8.3 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MF-CMA-ESDimensions=50, Budget=10000n, Function=F42025.12 | 66 | 46 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MF-CMA-ESDimensions=50, Budget=10000n, Function=F82025.12 | 88 | 180 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MF-CMA-ESDimensions=50, Budget=10000n, Function=F112025.12 | 180 | 48 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MF-CMA-ESDimensions=50, Budget=10000n, Function=F142025.12 | 210 | 45 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MF-CMA-ESDimensions=50, Budget=10000n, Function=F52025.12 | 220 | 400 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MF-CMA-ESDimensions=50, Budget=10000n, Function=F182025.12 | 280 | 97 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MF-CMA-ESDimensions=50, Budget=10000n, Function=F212025.12 | 330 | 310 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MF-CMA-ESDimensions=50, Budget=10000n, Function=F152025.12 | 490 | 250 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MF-CMA-ESDimensions=50, Budget=10000n, Function=F282025.12 | 490 | 19 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MF-CMA-ESDimensions=50, Budget=10000n, Function=F242025.12 | 540 | 34 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MF-CMA-ESDimensions=50, Budget=10000n, Function=F252025.12 | 550 | 35 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MF-CMA-ESDimensions=50, Budget=10000n, Function=F162025.12 | 1,200 | 500 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MF-CMA-ESDimensions=50, Budget=10000n, Function=F172025.12 | 1,600 | 410 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MF-CMA-ESDimensions=50, Budget=10000n, Function=F202025.12 | 1,800 | 460 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MF-CMA-ESDimensions=50, Budget=10000n, Function=F232025.12 | 2,000 | 250 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CMA-ES-PPMFDimensions=50, Budget=10000n, Function=F12025.12 | 2,000 | 2,900 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MF-CMA-ESDimensions=50, Budget=10000n, Function=F262025.12 | 2,300 | 1,900 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CMA-ES-PPMFDimensions=50, Budget=10000n, Function=F222025.12 | 2,300 | 3,700 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MF-CMA-ESDimensions=50, Budget=10000n, Function=F292025.12 | 2,400 | 1,200 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MF-CMA-ESDimensions=50, Budget=10000n, Function=F192025.12 | 2,800 | 14,000 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MF-CMA-ESDimensions=50, Budget=10000n, Function=F132025.12 | 3,000 | 1,600 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MF-CMA-ESDimensions=50, Budget=10000n, Function=F272025.12 | 3,300 | 250 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MF-CMA-ESDimensions=50, Budget=10000n, Function=F222025.12 | 3,500 | 4,300 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MF-CMA-ESDimensions=50, Budget=10000n, Function=F102025.12 | 6,800 | 1,900 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MF-CMA-ESDimensions=50, Budget=10000n, Function=F122025.12 | 12,000 | 27,000 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CMA-ES-CSADimensions=50, Budget=10000n, Function=F92025.12 | 26,000 | 11,000 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MF-CMA-ESDimensions=50, Budget=10000n, Function=F302025.12 | 670,000 | 78,000 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MF-CMA-ESDimensions=50, Budget=10000n, Function=F22025.12 | 3,400,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000 | 24,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000,000 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| AOADimension=50, Runs=30, Metric=mean log10 error2026.05 | — | — | 11.734 | — | 5.186 | 3.829 | 2.695 | 2.039 | 3.062 | 2.727 | 4.456 | 4.015 | 4.006 | 10.986 | 10.044 | 6.273 | 9.025 | 3.522 | 3.416 | 7.167 | 8.58 | 3.166 | 2.867 | 4.021 | 3.076 | 3.133 | 3.689 | 4.023 | 3.201 | 3.628 | 3.585 | 9.074 | |
| DVODimension=50, Runs=30, Metric=mean log10 error2026.05 | — | — | 8.297 | — | 4.769 | 2.268 | 2.137 | 1.461 | 2.525 | 2.212 | 3.356 | 3.822 | 2.691 | 8.954 | 6.216 | 5.151 | 5.518 | 3.199 | 3.158 | 6.07 | 6.986 | 3.003 | 2.543 | 3.826 | 2.784 | 2.806 | 2.765 | 3.441 | 2.852 | 2.727 | 3.248 | 8.496 | |
| EODimension=50, Runs=30, Metric=mean log10 error2026.05 | — | — | 11.3 | — | 5.058 | 3.296 | 2.5 | 1.767 | 2.777 | 2.534 | 4.014 | 3.854 | 3.624 | 10.163 | 8.631 | 5.856 | 5.646 | 3.289 | 3.105 | 6.644 | 6.905 | 2.993 | 2.713 | 3.909 | 2.925 | 2.946 | 3.338 | 3.773 | 3.05 | 3.372 | 3.386 | 8.502 | |
| GWODimension=50, Runs=30, Metric=mean log10 error2026.05 | — | — | 11.207 | — | 5.043 | 3.311 | 2.458 | 1.751 | 2.758 | 2.51 | 4.208 | 3.917 | 3.751 | 10.061 | 9.304 | 5.886 | 7.812 | 3.281 | 3.154 | 6.823 | 6.852 | 2.974 | 2.714 | 3.91 | 2.92 | 2.956 | 3.257 | 3.722 | 3.053 | 3.369 | 3.378 | 8.66 | |
| PSODimension=50, Runs=30, Metric=mean log10 error2026.05 | — | — | 10.944 | — | 5.197 | 2.784 | 2.338 | 1.554 | 2.595 | 2.288 | 3.735 | 3.816 | 2.614 | 10.118 | 8.599 | 5.499 | 4.977 | 3.227 | 3.158 | 6.577 | 5.699 | 2.963 | 2.641 | 3.789 | 3.008 | 3.056 | 2.871 | 3.65 | 3.01 | 3.098 | 3.226 | 7.211 | |
| SCADimension=50, Runs=30, Metric=mean log10 error2026.05 | — | — | 11.777 | — | 5.253 | 4.063 | 2.79 | 2.039 | 3.046 | 2.79 | 4.48 | 4.152 | 3.998 | 11.177 | 10.78 | 6.815 | 9.894 | 3.649 | 3.513 | 7.459 | 9.71 | 3.325 | 2.931 | 4.166 | 3.132 | 3.16 | 3.788 | 4.035 | 3.331 | 3.722 | 3.741 | 9.86 | |
| SVOADimension=50, Runs=30, Metric=mean log10 error2026.05 | — | — | 5.899 | — | 5.249 | 2.375 | 2.419 | 1.723 | 2.653 | 2.416 | 3.104 | 3.92 | 3.591 | 8.853 | 7.732 | 5.517 | 6.887 | 3.3 | 3.248 | 6.394 | 6.766 | 3.072 | 2.671 | 3.581 | 2.855 | 2.867 | 2.797 | 3.582 | 2.928 | 2.788 | 3.367 | 8.459 | |
| WOADimension=50, Runs=30, Metric=mean log10 error2026.05 | — | — | 11.94 | — | 5.474 | 4.371 | 2.836 | 2.132 | 3.125 | 2.823 | 4.559 | 4.131 | 4.256 | 11.486 | 10.96 | 7.139 | 10.227 | 3.785 | 3.712 | 7.882 | 9.859 | 3.315 | 3.015 | 4.131 | 3.28 | 3.305 | 3.99 | 4.153 | 3.515 | 3.906 | 4.151 | 9.934 |