Strictly feasible equation-based methods for mixed complementarity problems

Authors
Citation
C. Kanzow, Strictly feasible equation-based methods for mixed complementarity problems, NUMER MATH, 89(1), 2001, pp. 135-160
Citations number
35
Categorie Soggetti
Mathematics
Journal title
NUMERISCHE MATHEMATIK
ISSN journal
0029599X → ACNP
Volume
89
Issue
1
Year of publication
2001
Pages
135 - 160
Database
ISI
SICI code
0029-599X(200107)89:1<135:SFEMFM>2.0.ZU;2-D
Abstract
We introduce a new algorithm for the solution of the mixed complementarity problem (MCP) which has stronger properties than most existing methods. In fact, typical solution methods for the MCP either generate feasible iterate s but have to solve relatively complicated subproblems (like quadratic prog rams or linear complementarity problems), or they have relatively simple su bproblems (like linear systems of equations) but generate not necessarily f easible iterates. The method to be presented here combines the nice feature s of these two classes of methods: It has to solve only one linear system o f equations (of reduced dimension) at each iteration, and it generates feas ible (more precisely: strictly feasible) iterates. The new method has some nice global and local convergence properties. Some preliminary numerical re sults will also be given.