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A Sweep-Plane Algorithm for the Computation of the Volume of a Union of Polytopes

  • Optimization models often feature disjunctions of polytopes as submodels. Such a disjunctive set is initially at best) relaxed to its convex hull, which is then refined by branching. To measure the error of the convex relaxation, the (relative) difference between the volume of the convex hull and the volume of the disjunctive set may be used. This requires a method to compute the volume of the disjunctive set. We propose a revised variant of an old algorithm by Bieri and Nef (1983) for this purpose. The algorithm uses a sweep-plane to incrementally calculate the volume of the disjunctive set as a function of the offset parameter of the sweep-plane.
Author:Lovis AndersonORCiD, Benjamin HillerORCiD
Document Type:In Proceedings
Parent Title (English):Operations Research Proceedings 2018
Volume:Operations Research Proceedings
Year of first publication:2019
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