Tikhonov regularization methods for variational inequality problems

Authors
Citation
Hd. Qi, Tikhonov regularization methods for variational inequality problems, J OPTIM TH, 102(1), 1999, pp. 193-201
Citations number
13
Categorie Soggetti
Engineering Mathematics
Journal title
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS
ISSN journal
00223239 → ACNP
Volume
102
Issue
1
Year of publication
1999
Pages
193 - 201
Database
ISI
SICI code
0022-3239(199907)102:1<193:TRMFVI>2.0.ZU;2-1
Abstract
Motivated by the work of Facchinei and Kanzow (Ref. 1) on regularization me thods for the nonlinear complementarity problem and the work of Ravindran a nd Gowda (Ref. 2) for the box variational inequality problem, we study regu larization methods for the general variational inequality problem. A suffic ient condition is given which guarantees that the union of the solution set s of the regularized problems is nonempty and bounded. It is shown that sol utions of the regularized problems form a minimizing sequence of the D-gap function under a mild condition.