Extension Complexity Lower Bounds for Mixed-Integer Extended Formulations

We prove that any mixed-integer linear extended formulation for the matching polytope of the complete graph on n vertices, with a polynomial number of constraints, requires Ω( √ n/logn) many integer variables. By known reductions, this result extends to the traveling salesman polytope. This lower bound has various implications regarding the existence of small mixed-integer mathematical formulations of common problems in operations research. In particular, it shows that for many classic vehicle routing problems and problems involving matchings, any compact mixed-integer linear description of such a problem requires a large number of integer variables. This provides a first non-trivial lower bound on the number of integer variables needed in such settings. *IBM T. J. Watson Research Center, Yorktown Heights, New York. Email: [email protected]. Department of Mathematics, ETH Zürich, Zürich, Switzerland. Email: [email protected]. Department of Mathematics, ETH Zürich, Zürich, Switzerland. Email: [email protected]. Supported by the Swiss National Science Foundation grant 200021 165866, “New Approaches to Constrained Submodular Maximization”.