Jul 24, 2014 · We propose a new approach for analyzing convergence of the Douglas-Rachford splitting method for solving convex composite optimization problems.
Abstract—We propose a new approach for analyzing con- vergence of the Douglas-Rachford splitting method for solving convex composite optimization problems.
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What is Douglas Rachford operator splitting?
By proving the equivalence between the Douglas-Rachford splitting method and a scaled gradient method applied to the DRE, results from smooth unconstrained ...
We propose a new approach for analyzing convergence of the Douglas-Rachford splitting method for solving convex composite optimization problems.
In this work we propose a new approach for analyzing convergence of the Douglas-Rachford splitting method (DRS), in the particular but important case where the ...
Mar 22, 2016 · PDF | We propose a new approach for analyzing convergence of the Douglas-Rachford splitting method for solving convex composite optimization ...
**References**: An analysis of the accelerated Douglas-Rachford splitting is ... Douglas-Rachford splitting: Complexity estimates and accelerated variants.
May 13, 2024 · Convergence rate analysis of the forward-Douglas-Rachford splitting ... Douglas-Rachford splitting: Complexity estimates and accelerated variants.
Numerical implementations of the Douglas-Rachford splitting (DRS), and an accelerated version of the method, for solving nonsmooth convex composite ...
Bemporad, Douglas-Rachford splitting: Complexity estimates and accelerated variants, in Proceedings of the 53rd IEEE Conference on Decision and Control, Dec ...