Global linear convergence in operator splitting methods
We establish necessary and sufficient conditions for linear convergence of operator splitting methods for a general class of convex optimization problems where the associated fixed-point operator is averaged. Most existing results establishing linear convergence in such methods require restrictive a...
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Institute of Electrical and Electronics Engineers
2016
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