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Convergence analysis on a modified generalized alternating direction method of multipliers

The alternating direction method of multipliers (ADMM) is one of the most powerful and successful methods for solving convex composite minimization problem. The generalized ADMM relaxes both the variables and the multipliers with a common relaxation factor in [Formula: see text] , which has the pote...

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Detalles Bibliográficos
Autores principales: Lu, Sha, Wei, Zengxin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5993865/
https://www.ncbi.nlm.nih.gov/pubmed/30137869
http://dx.doi.org/10.1186/s13660-018-1721-z