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Parity Polytopes and Binarization

Dominik Ermel(dominik.ermel***at***st.ovgu.de)
Matthias Walter(walter***at***or.rwth-aachen.de)

Abstract: We consider generalizations of parity polytopes whose variables, in addition to a parity constraint, satisfy certain ordering constraints. More precisely, the variable domain is partitioned into k contiguous groups, and within each group, we require the variables to be sorted nonincreasingly. Such constraints are used to break symmetry after replacing an integer variable by a sum of binary variables, so-called binarization. We provide extended formulations for such polytopes, derive a complete outer description, and present a separation algorithm for the new constraints. It turns out that applying binarization and only enforcing parity constraints on the new variables is often a bad idea. For our application, an integer programming model for the graphic traveling salesman problem, we observe that parity constraints do not improve the dual bounds, and we provide a theoretical explanation of this effect.

Keywords: binarization, parity, polyhedral description, extended formulation

Category 1: Combinatorial Optimization (Polyhedra )

Category 2: Combinatorial Optimization

Category 3: Integer Programming ((Mixed) Integer Linear Programming )

Citation:

Download: [PDF]

Entry Submitted: 04/04/2018
Entry Accepted: 04/09/2018
Entry Last Modified: 04/04/2018

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