Integer solution for linear complementarity problem

Integer solution for linear complementarity problem

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Article ID: iaor2004736
Country: United States
Volume: 23
Issue: 2
Start Page Number: 390
End Page Number: 402
Publication Date: May 1998
Journal: Mathematics of Operations Research
Authors: , ,
Keywords: complementarity
Abstract:

We consider the problem of finding an integer solution to a linear complementarity problem. We introduce the class I of matrices for which the corresponding linear complementarity problem has an integer complementarity solution for every vector, q, for which it has a solution. Strong principal unimodularity forms a sufficient condition for inclusion in the class I. It is also shown to be necessary for some well-known classes of matrices, including the class of positive semidefinite matrices. This is used in deriving necessary and sufficient conditions for a convex quadratic program to have an integer optimal solution for all b and c for which it has an optimal solution. Characterizations are also derived for some other well-known classes of matrices in linear complementarity to belong to the class I. In the end, a peeling algorithm for finding integer solution for linear complementarity problems is given and related results are derived.

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