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A class of one parameter conjugate gradient methods.

Authors :
Yao, Shengwei
Lu, Xiwen
Ning, Liangshuo
Li, Feifei
Source :
Applied Mathematics & Computation. Aug2015, Vol. 265, p708-722. 15p.
Publication Year :
2015

Abstract

This paper proposes a class of one parameter conjugate gradient methods, which can be regarded as some kinds of convex combinations of some modified form of PRP and HS methods. The scalar β k has the form of ϕ k ϕ k − 1 μ k . The convergence of the given methods is analyzed by some unified tools which show the global convergence of the proposed methods. Numerical experiments with the CUTE collections show that the proposed methods are promising. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00963003
Volume :
265
Database :
Academic Search Index
Journal :
Applied Mathematics & Computation
Publication Type :
Academic Journal
Accession number :
108614223
Full Text :
https://doi.org/10.1016/j.amc.2015.05.115