IR2Solve: Structured Intermediate Representations for Cost-Efficient Optimization Autoformulation

Penglin Zhu, Linhai Zhang, Jungang Xu +2

Large language models (LLMs) can translate natural-language optimization problems into solver-ready formulations, but direct code generation is brittle: schema, indexing, and seman…