THE PERTURBED TIKHONOV ALGORITHM AND SOME OF ITS APPLICATIONS

Authors
Citation
P. Tossings, THE PERTURBED TIKHONOV ALGORITHM AND SOME OF ITS APPLICATIONS, Modelisation mathematique et analyse numerique, 28(2), 1994, pp. 189-221
Citations number
40
Categorie Soggetti
Mathematics,Mathematics
ISSN journal
0764583X
Volume
28
Issue
2
Year of publication
1994
Pages
189 - 221
Database
ISI
SICI code
0764-583X(1994)28:2<189:TPTAAS>2.0.ZU;2-C
Abstract
The proximal point algorithm has known these last years many developme nts connected wish the expansion of the variational convergence theory . Motivated by this fact and inspired by the work of A. Tikhonov and V . Arsenine in the context of convex optimization, we present a new alg orithm for searching a zero of a maximal monotone operator on a real H ilbert space. We study the perturbed version of this algorithm and est ablish a critical comparison with the perturbed proximal point algorit hm. We apply this new algorithm to convex optimization and to variatio nal inclusions or, more particularly, to variational inequalities.