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A Hybrid Gradient-Projection Algorithm for Averaged Mappings in Hilbert Spaces.

Authors :
Ming Tian
Li, Min-Min
Source :
Journal of Applied Mathematics. 2012, p1-14. 14p.
Publication Year :
2012

Abstract

It is well known that the gradient-projection algorithm (GPA) is very useful in solving constrained convex minimization problems. In this paper, we combine a general iterative method with the gradient-projection algorithm to propose a hybrid gradient-projection algorithm and prove that the sequence generated by the hybrid gradient-projection algorithm converges in norm to a minimizer of constrained convex minimization problems which solves a variational inequality. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
1110757X
Database :
Academic Search Index
Journal :
Journal of Applied Mathematics
Publication Type :
Academic Journal
Accession number :
84862080
Full Text :
https://doi.org/10.1155/2012/782960