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2012 A Mixed Spectral CD-DY Conjugate Gradient Method
Liu Jinkui, Du Xianglin, Wang Kairong
J. Appl. Math. 2012: 1-10 (2012). DOI: 10.1155/2012/569795

Abstract

A mixed spectral CD-DY conjugate descent method for solving unconstrained optimization problems is proposed, which combines the advantages of the spectral conjugate gradient method, the CD method, and the DY method. Under the Wolfe line search, the proposed method can generate a descent direction in each iteration, and the global convergence property can be also guaranteed. Numerical results show that the new method is efficient and stationary compared to the CD (Fletcher 1987) method, the DY (Dai and Yuan 1999) method, and the SFR (Du and Chen 2008) method; so it can be widely used in scientific computation.

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Liu Jinkui. Du Xianglin. Wang Kairong. "A Mixed Spectral CD-DY Conjugate Gradient Method." J. Appl. Math. 2012 1 - 10, 2012. https://doi.org/10.1155/2012/569795

Information

Published: 2012
First available in Project Euclid: 14 December 2012

zbMATH: 1245.49045
MathSciNet: MR2904528
Digital Object Identifier: 10.1155/2012/569795

Rights: Copyright © 2012 Hindawi

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