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Convergence property of a class of variable metric methods

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成果类型:
期刊论文
作者:
Zhang, ZZ;Cao, DH;Zeng, JP*
通讯作者:
Zeng, JP
作者机构:
[Zeng, JP] Hunan Univ, Inst Appl Math, Changsha, Hunan, Peoples R China.
Hunan City Univ, Dept Math, Yiyang, Hunan, Peoples R China.
通讯机构:
[Zeng, JP] H
Hunan Univ, Inst Appl Math, Changsha, Hunan, Peoples R China.
语种:
英文
关键词:
variable metric methods;quadratic function;QUASI-NEWTON METHODS;GLOBAL CONVERGENCE
期刊:
Applied Mathematics Letters
ISSN:
0893-9659
年:
2004
卷:
17
期:
4
页码:
437-442
基金类别:
The work was partially supported by the NSF of China via Grant 10171030. The authors would like to thank Prof. D. H. Li for his thoughtful comments on the paper. *Author to whom all correspondence should be addressed.
机构署名:
本校为其他机构
院系归属:
理学院
摘要:
We investigate convergence property of the restricted Broyden class of variable metric methods. We show that when these methods with unit step are applied to a strictly convex quadratic objective function, the generated iterative sequence converges to the unique solution of the problem globally and superlinearly. Moreover, the distance between the iterative matrix and the Hessian matrix of the objective function decreases with iterations. The sequence of function values also exhibits descent property whe...

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