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
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.