What Makes an LLM a Good Optimizer? A Trajectory Analysis of LLM-Guided Evolutionary Search

Xinhao Zhang, Xi Chen, François Portet, Maxime Peyrard. What Makes an LLM a Good Optimizer? A Trajectory Analysis of LLM-Guided Evolutionary Search. In Maria Liakata, Viviane P. Moreira, Jiajun Zhang 0001, David Jurgens, editors, Findings of the Association for Computational Linguistics, ACL 2026, San Diego, California, United States, July 2-7, 2026. pages 24987-25011, Association for Computational Linguistics, 2026. [doi]

Abstract

Abstract is missing.