From Search to Signal: Online Post-Training in Automatic Heuristic Design

Yilun Yuan, Tianyu Zhou, Zhenzhou Tang

Large language model (LLM)-based automatic heuristic design (AHD) iteratively proposes and refines heuristics, pairing design rationales with executable code. Task-specific evaluat…