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A Self-Adjusting Spectral Conjugate Gradient Method for Large-Scale Unconstrained Optimization.

Authors :
Yuanying Qiu
Dandan Cui
Wei Xue
Gaohang Yu
Source :
Abstract & Applied Analysis. 2013, p1-8. 8p.
Publication Year :
2013

Abstract

This paper presents a hybrid spectral conjugate gradient method for large-scale unconstrained optimization, which possesses a self-adjusting property. Under the standard Wolfe conditions, its global convergence result is established. Preliminary numerical results are reported on a set of large-scale problems in CUTEr to show the convergence and efficiency of the proposed method. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10853375
Database :
Academic Search Index
Journal :
Abstract & Applied Analysis
Publication Type :
Academic Journal
Accession number :
95427881
Full Text :
https://doi.org/10.1155/2013/814912