Article ID Journal Published Year Pages File Type
470443 Computers & Mathematics with Applications 2014 10 Pages PDF
Abstract

In this paper, we present an inexact alternating direction method. Each iteration of the proposed method contains a prediction and a correction, the predictor is obtained via solving the logarithmic-quadratic proximal (LQP) system approximately under significantly relaxed accuracy criterion and the new iterate is computed directly by an explicit formula derived from the original LQP method. Under certain conditions, the global convergence of the proposed method is proved.

Related Topics
Physical Sciences and Engineering Computer Science Computer Science (General)
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