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RESEARCH27

Constraint acquisition needs better benchmarks

arXiv CS.AIΒ·May 27, 2026

Current benchmarks for Constraint Acquisition (CA) and Mathematical Programming (MP) models are insufficient, impeding research reproducibility and comparability. This work introduces MPMMine, a new benchmark suite designed to validate and enhance MP models through diverse domain knowledge artifacts, promoting consistency and openness.

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