2 papers
cs.LG2026
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…
cs.NE2024
Large Language Model Aided Multi-objective Evolutionary Algorithm: a Low-cost Adaptive Approach
Wanyi Liu, Long Chen, Zhenzhou Tang
Multi-objective optimization is a common problem in practical applications, and multi-objective evolutionary algorithm (MOEA) is considered as one of the effective methods to solve…