Heuristic Search as Language-Guided Program Optimization

Mingxin Yu, Ruixiao Yang, Chuchu Fan

Large Language Models (LLMs) have advanced Automated Heuristic Design (AHD) in combinatorial optimization (CO) in the past few years. However, existing discovery pipelines often re…