Think in Strategies, Act with Tools: Traceable Agentic Optimization for Combinatorial Problems

Zhongnian Li, Shi Xu, Peng Ying +3

Optimization by PROmpting (OPRO) directly leverages Large Language Models (LLMs) to generate candidate solutions through natural-language prompting. However, OPRO's optimization pr…