Semantics-Aware Bilevel Co-Evolution: Towards Automated Multicomponent Algorithm Design

Zhiyao Zhang, Shenghao Wu, Xingyu Wu +1

LLM-assisted evolutionary search (LES) has emerged as a promising paradigm for automated algorithm design. However, existing methods usually suffer from two inherent limitations wh…