SpecAHD: Localize to Specialize for Automated Heuristic Design in Large-Scale Routing Problems

Kezhao Lai, Yutao Lai, Hai-Lin Liu

LLM-based automated heuristic design (AHD) typically scores executable programs on complete instances or within fixed solver components. In large-scale routing problems, localized…