X-MILP builds contrastive explanations for MILP solutions by computing an Irreducible Infeasible Subsystem of a user-constrained satisfiability problem and presenting it as a connected graph of natural-language reasons.
Artificial Intelligence300, 103550 (2021)
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Exploiting Constraint Reasoning to Build Graphical Explanations for Mixed-Integer Linear Programming
X-MILP builds contrastive explanations for MILP solutions by computing an Irreducible Infeasible Subsystem of a user-constrained satisfiability problem and presenting it as a connected graph of natural-language reasons.