Author

Madeleine Udell

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Preprint Aug 2026

FLARE: Verifying MILP Reformulations with LLM-Based Theorem Proving

This work develops FLARE (Formulation-Level Automated Reformulation Evaluation), a method that uses an LLM-based agent and the Lean proof assistant to verify proposed reformulations against a reference formulation to enable reliable verification in automated optimization modeling.

Henry W Robbins, Connor Lawless, Madeleine Udell et al. · 1 citation