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Modified hybrid decomposition of the augmented Lagrangian method with larger step size for three-block separable convex programming

The Jacobian decomposition and the Gauss–Seidel decomposition of augmented Lagrangian method (ALM) are two popular methods for separable convex programming. However, their convergence is not guaranteed for three-block separable convex programming. In this paper, we present a modified hybrid decompos...

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Detalles Bibliográficos
Autores principales: Sun, Min, Wang, Yiju
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6182414/
https://www.ncbi.nlm.nih.gov/pubmed/30363783
http://dx.doi.org/10.1186/s13660-018-1863-z