Facets of the independent set polytope

Facets of the independent set polytope

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Article ID: iaor20051105
Country: Germany
Volume: 98
Issue: 1/3
Start Page Number: 177
End Page Number: 199
Publication Date: Jan 2003
Journal: Mathematical Programming
Authors: , ,
Keywords: sets
Abstract:

Theoretical results pertaining to the independent set polytope PISP=conv{x ∈ {0, 1}n : Axb} are presented. A conflict hypergraph is constructed based on the set of dependent sets which facilitates the examination of the facial structures of PISP. Necessary and sufficient conditions are provided for every non-trivial 0–1 facet-defining inequalities of PISP in terms of hypercliques. The relationship of hypercliques and some classes of knapsack facet-defining inequalities are briefly discussed. The notion of lifting is extended to the conflict hypergraph setting to obtain strong valid inequalities, and back-lifting is introduced to strengthen cut coefficients. Preliminary computational results are presented to illustrate the usefulness of the theoretical findings.

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