Optimization on Rastrigin
0.001Standard DeviationcHM
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| cHMNumber of experiment runs=502026.03 | 0.001 | — | — | — | — | — | |
| DENumber of experiment runs=502026.03 | 0.003 | — | — | — | — | — | |
| GANumber of experiment runs=502026.03 | 0.006 | — | — | — | — | — | |
| PSONumber of experiment runs=502026.03 | 0.101 | — | — | — | — | — | |
| Model-Guided MPPISamples=100, Seeds=1002026.02 | 1.1 | — | — | 3 | 0 | — | |
| CMA-ESSamples=100, Seeds=1002026.02 | 4.6 | — | — | 5.5 | 0 | — | |
| Vanilla MPPISamples=100, Seeds=1002026.02 | 6.4 | — | — | 6.9 | 0 | — | |
| BFONumber of experiment runs=502026.03 | 14.67 | — | — | — | — | — | |
| SANumber of experiment runs=502026.03 | 22.85 | — | — | — | — | — | |
| BFONumber of experiment runs=502026.03 | — | — | — | — | — | 0.026 | |
| cHMNumber of experiment runs=502026.03 | — | — | — | — | — | 0 | |
| CMA-ESIndependent runs=302025.12 | — | 0.3913 | 0.5041 | — | — | — | |
| DEIndependent runs=302025.12 | — | 0.3907 | 0.5053 | — | — | — | |
| DENumber of experiment runs=502026.03 | — | — | — | — | — | 0 | |
| GAIndependent runs=302025.12 | — | 0.3895 | 0.8441 | — | — | — | |
| GANumber of experiment runs=502026.03 | — | — | — | — | — | 0 | |
| JADEIndependent runs=302025.12 | — | 0.3897 | 0.5053 | — | — | — | |
| PSONumber of experiment runs=502026.03 | — | — | — | — | — | 0 | |
| SANumber of experiment runs=502026.03 | — | — | — | — | — | 0.056 | |
| SaDEIndependent runs=302025.12 | — | 0.3889 | 0.5065 | — | — | — | |
| WEIndependent runs=302025.12 | — | 0.9034 | 0.1451 | — | — | — |