Improving population size adapting CMA-ES algorithm on step-size blow-up in weakly-structured multimodal functions

Chandula Fernando, Kushani De Silva

Multimodal optimization requires both exploration and exploitation. Exploration identifies promising attraction basins, while exploitation finds the best solutions within these bas…