On the O ( 1 / t ) $O(1/t)$ convergence rate of the alternating direction method with LQP regularization for solving structured variational inequality problems

On the O ( 1 / t ) $O(1/t)$ convergence rate of the alternating direction method with LQP regularization for solving structured variational inequality problems

Abstract In this paper, we propose a parallel descent LQP alternating direction method for solving structured variational inequality with three separable operators. The O ( 1 / t ) $O(1/t)$ convergence rate for this method is studied. We also present some numerical examples to illustrate the efficie...

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Bibliographic Details
Main Authors: Abdellah Bnouhachem, Abdul Latif, Qamrul Hasan Ansari
Format: Article
Language:English
Published: SpringerOpen 2016-11-01
Series:Journal of Inequalities and Applications
Subjects:
structured variational inequalities
logarithmic-quadratic proximal method
convergence rate
projection method
alternating direction method
Online Access:http://link.springer.com/article/10.1186/s13660-016-1226-6

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