Solving box constrained variational inequalities by using the natural residual with D-gap function globalization

Citation
C. Kanzow et M. Fukushima, Solving box constrained variational inequalities by using the natural residual with D-gap function globalization, OPER RES L, 23(1-2), 1998, pp. 45-51
Citations number
19
Categorie Soggetti
Engineering Mathematics
Journal title
OPERATIONS RESEARCH LETTERS
ISSN journal
01676377 → ACNP
Volume
23
Issue
1-2
Year of publication
1998
Pages
45 - 51
Database
ISI
SICI code
0167-6377(199808/09)23:1-2<45:SBCVIB>2.0.ZU;2-8
Abstract
We present a new method for the solution of the box constrained variational inequality problem (BVIP). Basically, this method is a nonsmooth Newton me thod applied to a reformulation of BVIP as a system of nonsmooth equations involving the natural residual. The method is globalized by using the D-gap function. We show that the proposed algorithm is globally and fast locally convergent. Moreover, if the problem is described by an affine function, t he algorithm has a finite termination property. Numerical results for some large-scale variational inequality problems are reported. (C) 1998 Elsevier Science B.V. All rights reserved.