A geometric perspective on lifting

Conforti, Michele; Cornuéjols, Gérard; and Zambelli, Giacomo (2011) A geometric perspective on lifting Operations Research, 59 (3). pp. 567-577. ISSN 0030-364X
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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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