How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design

Yuhan Wang, Chaoda Peng, Xingyu Wu +2

Large language models (LLMs) have made automated heuristic design (AHD) increasingly practical by generating executable heuristic code from task descriptions and evaluator feedback…