A symmetric version of the generalized alternating direction method of multipliers for two-block separable convex programming

A symmetric version of the generalized alternating direction method of multipliers for two-block separable convex programming

Abstract This paper introduces a symmetric version of the generalized alternating direction method of multipliers for two-block separable convex programming with linear equality constraints, which inherits the superiorities of the classical alternating direction method of multipliers (ADMM), and whi...

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Bibliographic Details
Main Authors: Jing Liu, Yongrui Duan, Min Sun
Format: Article
Language:English
Published: SpringerOpen 2017-06-01
Series:Journal of Inequalities and Applications
Subjects:
alternating direction method of multipliers
convex programming
mixed variational inequalities
compressed sensing
Online Access:http://link.springer.com/article/10.1186/s13660-017-1405-0

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