scholarly journals Iteratively Linearized Reweighted Alternating Direction Method of Multipliers for a Class of Nonconvex Problems

2018 ◽  
Vol 66 (20) ◽  
pp. 5380-5391 ◽  
Author(s):  
Tao Sun ◽  
Hao Jiang ◽  
Lizhi Cheng ◽  
Wei Zhu
Keyword(s):  
Alternating Direction Method ◽  
Method Of Multipliers ◽  
Nonconvex Problems ◽  
Alternating Direction

scholarly journals A Survey on Some Recent Developments of Alternating Direction Method of Multipliers

2022 ◽  
Author(s):  
De-Ren Han
Keyword(s):  
Rate Of Convergence ◽  
Alternating Direction Method ◽  
Theoretical Studies ◽  
Method Of Multipliers ◽  
Nonconvex Problems ◽  
Alternating Direction ◽  
Recent Developments

AbstractRecently, alternating direction method of multipliers (ADMM) attracts much attentions from various fields and there are many variant versions tailored for different models. Moreover, its theoretical studies such as rate of convergence and extensions to nonconvex problems also achieve much progress. In this paper, we give a survey on some recent developments of ADMM and its variants.

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