Learning improvement representations to accelerate evolutionary large-scale multiobjective optimization

Songbai Liu, Zeyi Wang, Lijia Ma, Jianyong Chen, Xun Zhou

Abstract: Highlights•Learnable generators plus evolutionary algorithms to accelerate convergence.•Learning diverse improvement-based representations to enhance efficiency.•A comprehensive learnable evolutionary framework to enhance scalability.