Right Answers, Costly Models: The Efficiency Gap in LLM-based Optimization Modeling
Optimization modeling formulates real-world decision problems as mathematical programs that solvers can use to find optimal decisions. Large language models (LLMs) can automate this process, but the resulting correct formulations can require substantial time and memory to construct and solve, limiting practical scalabi...
Zhong Li, Xin Huang, Jin-Hui Wan et al.
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