A Geometric Perspective on Lifting

A Geometric Perspective on Lifting

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Article ID: iaor20117229
Volume: 59
Issue: 3
Start Page Number: 569
End Page Number: 577
Publication Date: May 2011
Journal: Operations Research
Authors: , ,
Keywords: relaxation methods
Abstract:

Recently it has been shown that minimal inequalities for a continuous relaxation of mixed‐integer linear programs are associated with maximal lattice‐free convex sets. In this paper, we show how to lift these inequalities for integral nonbasic variables by considering maximal lattice‐free convex sets in a higher dimensional space. We apply this approach to several examples. In particular, we identify cases in which the lifting is unique.

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