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Author:

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

Indexed by:

EI Scopus SCIE

Abstract:

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.

Keyword:

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

Author Community:

  • [ 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

Reprint Author's Address:

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

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Source :

APPLIED MATHEMATICS AND COMPUTATION

ISSN: 0096-3003

Year: 2014

Volume: 228

Page: 258-263

4 . 0 0 0

JCR@2022

ESI Discipline: MATHEMATICS;

ESI HC Threshold:81

JCR Journal Grade:1

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count: 4

SCOPUS Cited Count: 6

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 11

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