INTEGER SOLUTION FOR LINEAR COMPLEMENTARITY-PROBLEM

Citation
R. Chandrasekaran et al., INTEGER SOLUTION FOR LINEAR COMPLEMENTARITY-PROBLEM, Mathematics of operations research, 23(2), 1998, pp. 390-402
Citations number
25
Categorie Soggetti
Operatione Research & Management Science",Mathematics,"Operatione Research & Management Science",Mathematics
ISSN journal
0364765X
Volume
23
Issue
2
Year of publication
1998
Pages
390 - 402
Database
ISI
SICI code
0364-765X(1998)23:2<390:ISFLC>2.0.ZU;2-B
Abstract
We consider the problem of finding an integer solution to a linear com plementarity problem. We introduce the class I of matrices for which t he corresponding linear complementarity problem has an integer complem entary solution for every vector, q, for which it has a solution. Stro ng principal unimodularity forms a sufficient condition for inclusion in the class I. It is also shown to be necessary for some well-known c lasses of matrices, including the class of positive semidefinite matri ces. 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 a lso derived for some other well-known classes of matrices in linear co mplementarity to belong to the class I. In the end, a peeling algorith m for finding integer solution for linear complementarity problems is given and related results are derived.