Homogeneous analytic center cutting plane methods for convex problems and variational inequalities

Citation
Y. Nesterov et Jp. Vial, Homogeneous analytic center cutting plane methods for convex problems and variational inequalities, SIAM J OPTI, 9(3), 1999, pp. 707-728
Citations number
19
Categorie Soggetti
Mathematics
Journal title
SIAM JOURNAL ON OPTIMIZATION
ISSN journal
10526234 → ACNP
Volume
9
Issue
3
Year of publication
1999
Pages
707 - 728
Database
ISI
SICI code
1052-6234(19991019)9:3<707:HACCPM>2.0.ZU;2-4
Abstract
In this paper we consider a new analytic center cutting plane method in an extended space. We prove the efficiency estimates for the general scheme an d show that these results can be used in the analysis of a feasibility prob lem, the variational inequality problem, and the problem of constrained min imization. Our analysis is valid even for problems whose solution belongs t o the boundary of the domain.