Marc Goerigk

Decision-Tree Surrogates for Weak Counterfactual Explanations in Integer Optimization

The concept of counterfactual explanations (CEs) has recently gained increasing attention for deriving explanations of mathematical optimization problems. For a given problem, a counterfactual is an ideally minimal change in the mutable problem parameters such that an optimal solution of the changed problem exists fulf...