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MILP-Evo: Closed-Loop Fully Automatic Design of MILP Solvers

arXiv cs.AI · yesterday Cached

The paper introduces MILP-Evo, a closed-loop framework that uses LLM-guided program evolution to automatically design white-box MILP solver components (cut selectors and branching rules) by iteratively generating and evaluating candidate programs via end-to-end solver performance on MILP instances.

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