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Jinbiao Nie

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May 2026

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

Machine learning methods have shown that data-driven policies can accelerate mixed-integer linear programming (MILP) solvers, but many such approaches remain difficult to inspect, adapt, and deploy because the learned policy is represented as an external predictor or other opaque model. By contrast, explicit solver log...

Jinbiao Nie, Kewei Feng, Xiaoyuan Zhang et al. · arXiv.org · 0 citations