We consider the integer points in a unimodular cone K ordered by a lexicographic rule defined by a lattice basis. To each integer point x in K we associate a family of inequalities (lex-inequalities) that define the convex hull of the integer points in K that are not lexicographically smaller than x. The family of lex-inequalities contains the Chvátal–Gomory cuts, but does not contain and is not contained in the family of split cuts. This provides a finite cutting plane method to solve the integer program min { cx: x∈ S∩ Zn} , where S⊂ Rn is a compact set and c∈ Zn. We analyze the number of iterations of our algorithm.
Scanning integer points with lex-inequalities: a finite cutting plane algorithm for integer programming with linear objective
Conforti M.;Di Summa M.;Rinaldi F.
2021
Abstract
We consider the integer points in a unimodular cone K ordered by a lexicographic rule defined by a lattice basis. To each integer point x in K we associate a family of inequalities (lex-inequalities) that define the convex hull of the integer points in K that are not lexicographically smaller than x. The family of lex-inequalities contains the Chvátal–Gomory cuts, but does not contain and is not contained in the family of split cuts. This provides a finite cutting plane method to solve the integer program min { cx: x∈ S∩ Zn} , where S⊂ Rn is a compact set and c∈ Zn. We analyze the number of iterations of our algorithm.File in questo prodotto:
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