Shenghao Wu

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

Zhiyao Zhang, Shenghao Wu, Xingyu Wu, Kay Chen Tan

LLM-assisted evolutionary search (LES) has emerged as a promising paradigm for automated algorithm design. However, existing methods usually suffer from two inherent limitations when facing the automated design of real-world complex algorithms that usually consist of multiple com…Read more