Surrogate Ensemble in Expensive Multi-Objective Optimization via Deep Q-Learning

Yuxin Wu, Hongshu Guo, Ting Huang +2

Surrogate-assisted Evolutionary Algorithms~(SAEAs) have shown promising robustness in solving expensive optimization problems. A key aspect that impacts SAEAs' effectiveness is sur…