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Cutting planes for integer programs with general integer variables
Authors:Sebastián Ceria  Cécile Cordier  Hugues Marchand  Laurence A. Wolsey
Affiliation:(1) Graduate School of Business, Columbia University, 10027 New York, NY, USA;(2) CORE and FSA, Université Catholique de Louvain, Belgium
Abstract:We investigate the use of cutting planes for integer programs with general integer variables. We show how cutting planes arising from knapsack inequalities can be generated and lifted as in the case of 0–1 variables. We also explore the use of Gomory's mixed-integer cuts. We address both theoretical and computational issues and show how to embed these cutting planes in a branch-and-bound framework. We compare results obtained by using our cut generation routines in two existing systems with a commercially available branch-and-bound code on a range of test problems arising from practical applications. © 1998 The Mathematical Programming Society, Inc. Published by Elsevier Science B.V.Corresponding author.This research was partly performed when the author was affiliated with CORE, Université Catholique de Louvain.
Keywords:Integer programming  Cutting planes  Cover inequalities  Lifting  Gomory mixed integer cuts  Cut-and-branch
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