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作者:

Chao, Miantao (Chao, Miantao.) | Cheng, Caozong (Cheng, Caozong.)

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摘要:

We consider a class of linearly constrained separable convex programming problems whose objective functions are the sum of m convex functions without coupled variables. The alternating proximal gradient method is an effective method for the case m = 2, but it is unknown whether its convergence can be extended to the general case m >= 3. This note shows the global convergence of this extension when the involved functions are strongly convex. (c) 2013 Elsevier Inc. All rights reserved.

关键词:

Alternating direction method of multipliers Alternating proximal gradient method Global convergence Strongly convex functions

作者机构:

  • [ 1 ] [Chao, Miantao]Beijing Univ Technol, Dept Math, Beijing 100124, Peoples R China
  • [ 2 ] [Cheng, Caozong]Beijing Univ Technol, Dept Math, Beijing 100124, Peoples R China

通讯作者信息:

  • [Chao, Miantao]Beijing Univ Technol, Dept Math, Beijing 100124, Peoples R China

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来源 :

APPLIED MATHEMATICS AND COMPUTATION

ISSN: 0096-3003

年份: 2014

卷: 228

页码: 258-263

4 . 0 0 0

JCR@2022

ESI学科: MATHEMATICS;

ESI高被引阀值:56

JCR分区:1

中科院分区:2

被引次数:

WoS核心集被引频次: 4

SCOPUS被引频次: 6

ESI高被引论文在榜: 0 展开所有

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