Decomposition method for a class of monotone variational inequality problems

Citation
Bs. He et al., Decomposition method for a class of monotone variational inequality problems, J OPTIM TH, 103(3), 1999, pp. 603-622
Citations number
26
Categorie Soggetti
Engineering Mathematics
Journal title
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS
ISSN journal
00223239 → ACNP
Volume
103
Issue
3
Year of publication
1999
Pages
603 - 622
Database
ISI
SICI code
0022-3239(199912)103:3<603:DMFACO>2.0.ZU;2-2
Abstract
In the solution of the monotone variational inequality problem VI(Omega, F) , with [GRAPHICS] the augmented Lagrangian method (a decomposition method) is advantageous an d effective when Y = R-m. For some problems of interest, where both the con straint sets X and Y are proper subsets in R-n and R-m, the original augmen ted Lagrangian method is no longer applicable. For this class of variationa l inequality problems, we introduce a decomposition method and prove its co nvergence. Promising numerical results are presented, indicating the effect iveness of the proposed method.