A fast dual gradient method for separable convex optimization via smoothing

This paper considers a class of separable convex optimization problems with linear coupled constraints arising in many applications. Based on a novel smoothing technique, a simple fast dual gradient method is presented to solve the class of problems. Then the convergence of the proposed method is pr...

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Bibliographic Details
Main Authors: Li, J., Wu, Z., Wu, Changzhi, Long, Q., Wang, X., Lee, J., Jung, K.
Format: Journal Article
Published: Yokohama Publishers 2016
Online Access:http://hdl.handle.net/20.500.11937/40067