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General viscosity iterative approximation for solving unconstrained convex optimization problems.

Authors :
Duan, Peichao
Song, Miaomiao
Source :
Journal of Inequalities & Applications. 10/16/2015, Vol. 2015 Issue 1, p1-11. 11p.
Publication Year :
2015

Abstract

In this paper, we combine a sequence of contractive mappings $\{h_{n}\}$ with the proximal operator and propose a generalized viscosity approximation method for solving the unconstrained convex optimization problems in a real Hilbert space H. We show that, under reasonable parameter conditions, our algorithm strongly converges to the unique solution of a variational inequality problem. Our result presented in the paper improves and extends the corresponding results reported by many authors recently. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10255834
Volume :
2015
Issue :
1
Database :
Academic Search Index
Journal :
Journal of Inequalities & Applications
Publication Type :
Academic Journal
Accession number :
110401682
Full Text :
https://doi.org/10.1186/s13660-015-0857-3