Harnessing Language Models as Optimization Modeling Agents.

arXiv:2610.30917v1 Announce Type: new Abstract: Large language models (LLMs) can translate natural-language optimization problems into solver programs, but reliably producing correct formulations and implementations remains challenging. Existing approaches imp