GROWTH-BEHAVIOR OF A CLASS OF MERIT FUNCTIONS FOR THE NONLINEAR COMPLEMENTARITY-PROBLEM

Authors
Citation
P. Tseng, GROWTH-BEHAVIOR OF A CLASS OF MERIT FUNCTIONS FOR THE NONLINEAR COMPLEMENTARITY-PROBLEM, Journal of optimization theory and applications, 89(1), 1996, pp. 17-37
Citations number
37
Categorie Soggetti
Operatione Research & Management Science",Mathematics,"Operatione Research & Management Science
ISSN journal
00223239
Volume
89
Issue
1
Year of publication
1996
Pages
17 - 37
Database
ISI
SICI code
0022-3239(1996)89:1<17:GOACOM>2.0.ZU;2-W
Abstract
When the nonlinear complementarity problem is reformulated as that of finding the zero of a self-mapping, the norm of the self-mapping serve s naturally as a merit function for the problem. We study the growth b ehavior of such a merit function. Tn particular, we show that, for the linear complementarity problem, whether the merit function is coerciv e is intimately related to whether the underlying matrix is a P-matrix or a nondegenerate matrix or an R(0)-matrix. We also show that, for t he more popular choices of the merit function, the merit function is b ounded below by the norm of the natural residual raised to a positive integral power. Thus, if the norm of the natural residual has positive order of growth, then so does the merit function.