A method for solving the general parametric linear complementarity problem

A method for solving the general parametric linear complementarity problem

0.00 Avg rating0 Votes
Article ID: iaor20108915
Volume: 181
Issue: 1
Start Page Number: 485
End Page Number: 501
Publication Date: Dec 2010
Journal: Annals of Operations Research
Authors: ,
Keywords: complementarity
Abstract:

This paper presents a solution method for the general (mixed integer) parametric linear complementarity problem pLCP(q(θ),M), where the matrix M has a general structure and integrality restriction can be enforced on the solution. Based on the equivalence between the linear complementarity problem and mixed integer feasibility problem, we propose a mixed integer programming formulation with an objective of finding the minimum 1-norm solution for the original linear complementarity problem. The parametric linear complementarity problem is then formulated as multiparametric mixed integer programming problem, which is solved using a multiparametric programming algorithm. The proposed method is illustrated through a number of examples.

Reviews

Required fields are marked *. Your email address will not be published.