Structure-Aware Skill Retrieval and Arbitration for Optimization Modeling.

arXiv:2610.41909v1 Announce Type: new Abstract: Large Language Models (LLMs) can turn natural-language optimization tasks into solver-checked answers, but current agents remain brittle under narrative rewrites and often store reusable experience at the instanc