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The convergence rate of the proximal alternating direction method of multipliers with indefinite proximal regularization

The proximal alternating direction method of multipliers (P-ADMM) is an efficient first-order method for solving the separable convex minimization problems. Recently, He et al. have further studied the P-ADMM and relaxed the proximal regularization matrix of its second subproblem to be indefinite. T...

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Detalhes bibliográficos
Publicado no:J Inequal Appl
Main Authors: Sun, Min, Liu, Jing
Formato: Artigo
Idioma:Inglês
Publicado em: Springer International Publishing 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5237452/
https://ncbi.nlm.nih.gov/pubmed/28133429
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13660-017-1295-1
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