On a primal-dual analytic center cutting plane method for variational inequalities

Citation
M. Denault et Jl. Goffin, On a primal-dual analytic center cutting plane method for variational inequalities, COMPUT OP A, 12(1-3), 1999, pp. 127-155
Citations number
48
Categorie Soggetti
Engineering Mathematics
Journal title
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS
ISSN journal
09266003 → ACNP
Volume
12
Issue
1-3
Year of publication
1999
Pages
127 - 155
Database
ISI
SICI code
0926-6003(199901)12:1-3<127:OAPACC>2.0.ZU;2-C
Abstract
We present an algorithm for variational inequalities VI(F, Y) that uses a p rimal-dual version of the Analytic Center Cutting Plane Method. The point-t o-set mapping F is assumed to be monotone, or pseudomonotone. Each computat ion of a new analytic center requires at most four Newton iterations, in th eory, and in practice one or sometimes two. Linear equalities that may be i ncluded in the definition of the set Y are taken explicitly into account. We report numerical experiments on several well-known variational inequalit y problems as well as on one where the functional results from the solution of large subproblems. The method is robust and competitive with algorithms which use the same information as this one.