Fitness Landscape Optimization on Ackley
5.98Average EntropyMAP-Elite
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MAP-ElitePopulation size=512, Iterations=25, Number of evolutions=100, Elite population size=642024.10 | 5.98 | 50 | |
| Diffusion EvolutionPopulation size=512, Iterations=25, Number of evolutions=100, Elite population size=642024.10 | 5.67 | 78 | |
| CMA-ESPopulation size=512, Iterations=25, Number of evolutions=100, Elite population size=642024.10 | 5.34 | 66 | |
| Latent Diffusion EvolutionPopulation size=512, Iterations=25, Number of evolutions=100, Elite population size=642024.10 | 5.31 | 73 | |
| OpenESPopulation size=512, Iterations=1000, Number of evolutions=100, Elite population size=642024.10 | 0.18 | 100 | |
| PEPGPopulation size=512, Iterations=25, Number of evolutions=100, Elite population size=642024.10 | 0.04 | 96 |