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Hybrid MIP/CP solving with Xpress-Optimizer and Xpress-Kalis

This paper describes several examples of combining Mathematical Programming (LP and MIP) solution techniques with Constraint Programming.

White paper

For the implementation we use Xpress-Optimizer and Artelys-Kalis from the Mosel language (Mosel modules mmxprs and kalis).

In the first example CP propagation is used as preprocessor for LP solving; in the second example CP solving is employed as a cut generation heuristic for a MIP branch-and-cut algorithm.