Binh Huynh Thi Thanh

QDEvo: A Multi-Objective Quality-Diversity Framework for Automated Heuristic Design

Large Language Models (LLMs) are opening new directions for automated heuristic design (AHD), allowing evolutionary methods to create and enhance heuristics for constrained optimization problems (COPs). However, most existing approaches face the challenge of the exploration-exploitation balance, where the evolution nee...