A Hybrid Nonlinear Conjugate Gradient Method with Sufficient Descent Property

被引：0
|
作者：
Cheng, Wanyou [1 ]
Liu, Xuejie [1 ]
机构：
[1] Dongguan Univ Technol, Coll Comp, Dongguan, Peoples R China
来源：
INFORMATION TECHNOLOGY FOR MANUFACTURING SYSTEMS II, PTS 1-3 | 2011年 / 58-60卷
关键词：
nonlinear conjugate gradient method; descent direction; global convergence; CONVERGENCE CONDITIONS;
D O I：
10.4028/www.scientific.net/AMM.58-60.943
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, on the basis of the recently developed HZ (Hager-Zhang) method [SIAM J. Optim., 16 (2005), pp. 170-192], we propose a hybrid descent conjugate gradient method which reserves the sufficient descent property of the HZ method. Under suitable conditions, we prove the global convergence of the proposed method. Extensive numerical experiments show that the method is promising for the test problems from the CUTE library.
引用
收藏
页码：943 / 949
页数：7
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