An efficient modification of the Hestenes-Stiefel nonlinear conjugate gradient method with restart property

An efficient modification of the Hestenes-Stiefel nonlinear conjugate gradient method with restart property

Abstract The conjugate gradient (CG) method is one of the most popular methods to solve nonlinear unconstrained optimization problems. The Hestenes-Stiefel (HS) CG formula is considered one of the most efficient methods developed in this century. In addition, the HS coefficient is related to the con...

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Bibliographic Details
Main Authors: Zabidin Salleh, Ahmad Alhawarat
Format: Article
Language:English
Published: SpringerOpen 2016-04-01
Series:Journal of Inequalities and Applications
Subjects:
conjugate gradient method
Wolfe-Powell line search
Hestenes-Stiefel formula
restart condition
performance profile
Online Access:http://link.springer.com/article/10.1186/s13660-016-1049-5

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http://link.springer.com/article/10.1186/s13660-016-1049-5

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