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

arXiv:2610.14736v1 Announce Type: new Abstract: Optimization by PROmpting (OPRO) directly leverages Large Language Models (LLMs) to generate candidate solutions through natural-language prompting. However, OPRO's optimization process is difficult to track, whi