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Dai-Kou type conjugate gradient methods with a line search only using gradient.

Authors :
Huang, Yuanyuan
Liu, Changhe
Source :
Journal of Inequalities & Applications; 4/4/2017, Vol. 2017 Issue 1, p1-17, 17p
Publication Year :
2017

Abstract

In this paper, the Dai-Kou type conjugate gradient methods are developed to solve the optimality condition of an unconstrained optimization, they only utilize gradient information and have broader application scope. Under suitable conditions, the developed methods are globally convergent. Numerical tests and comparisons with the PRP+ conjugate gradient method only using gradient show that the methods are efficient. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10255834
Volume :
2017
Issue :
1
Database :
Complementary Index
Journal :
Journal of Inequalities & Applications
Publication Type :
Academic Journal
Accession number :
122298078
Full Text :
https://doi.org/10.1186/s13660-017-1341-z