On the global and linear convergence of direct extension of ADMM for 3-block separable convex minimi...
On the global and linear convergence of direct extension of ADMM for 3-block separable convex minimization models
About this item
Full title
Author / Creator
Publisher
Cham: Springer International Publishing
Journal title
Language
English
Formats
Publication information
Publisher
Cham: Springer International Publishing
Subjects
More information
Scope and Contents
Contents
In this paper, we show that when the alternating direction method of multipliers (ADMM) is extended directly to the 3-block separable convex minimization problems, it is convergent if one block in the objective possesses sub-strong monotonicity which is weaker than strong convexity. In particular, we estimate the globally linear convergence rate of...
Alternative Titles
Full title
On the global and linear convergence of direct extension of ADMM for 3-block separable convex minimization models
Authors, Artists and Contributors
Author / Creator
Identifiers
Primary Identifiers
Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_4dd56ef4edc945dd8b2fe0eb64714aa9
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_4dd56ef4edc945dd8b2fe0eb64714aa9
Other Identifiers
ISSN
1029-242X,1025-5834
E-ISSN
1029-242X
DOI
10.1186/s13660-016-1173-2
