GLOBAL CONVERGENCE PROPERTIES OF SOME ITERATIVE METHODS FOR LINEAR COMPLEMENTARITY-PROBLEMS

Authors
Citation
C. Kanzow, GLOBAL CONVERGENCE PROPERTIES OF SOME ITERATIVE METHODS FOR LINEAR COMPLEMENTARITY-PROBLEMS, SIAM journal on optimization, 6(2), 1996, pp. 326-341
Citations number
28
Categorie Soggetti
Mathematics,Mathematics
ISSN journal
10526234
Volume
6
Issue
2
Year of publication
1996
Pages
326 - 341
Database
ISI
SICI code
1052-6234(1996)6:2<326:GCPOSI>2.0.ZU;2-H
Abstract
The subject of this work is a class of iterative methods for solving t he linear complementarity problem (LCP). These methods are based on a reformulation of the LCP consisting of a (usually) differentiable syst em of nonlinear equations, to which Neu ton's method is applied. Thus, the algorithms are locally Q-quadratically convergent. Furthermore, g lobal convergence results for these methods are proved for LCPs associ ated with R(0)-, nondegenerate, and P-matrices. Finally, some promisin g numerical results are reported for both constructed and randomly gen erated problems.