Fitness Landscape Optimization on Rastrigin 32 dimensions
6Average EntropyLatent Diffusion Evolution
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Latent Diffusion EvolutionPopulation size=512, Iterations=25, Number of evolutions=100, Elite population size=642024.10 | 6 | 0.19 | |
| MAP-ElitePopulation size=512, Iterations=25, Number of evolutions=100, Elite population size=642024.10 | 5.94 | 0.02 | |
| Diffusion EvolutionPopulation size=512, Iterations=25, Number of evolutions=100, Elite population size=642024.10 | 5.84 | 0.02 | |
| CMA-ESPopulation size=512, Iterations=25, Number of evolutions=100, Elite population size=642024.10 | 4.54 | 0.01 | |
| PEPGPopulation size=512, Iterations=25, Number of evolutions=100, Elite population size=642024.10 | 0 | 0.02 | |
| OpenESPopulation size=512, Iterations=1000, Number of evolutions=100, Elite population size=642024.10 | 0 | 0.02 |