A parallel splitting method for weakly coupled monotone inclusions

Details A parallel splitting method for weakly coupled monotone inclusions A parallel splitting method for weakly coupled monotone inclusions

2009-02-25

arxiv.org/abs/0902.4415v1

Mathematics

Optimization and Control

Scientific paper

A parallel splitting method is proposed for solving systems of coupled monotone inclusions in Hilbert spaces. Convergence is established for a wide class of coupling schemes. Unlike classical alternating algorithms, which are limited to two variables and linear coupling, our parallel method can handle an arbitrary number of variables as well as nonlinear coupling schemes. The breadth and flexibility of the proposed framework is illustrated through applications in the areas of evolution inclusions, dynamical games, signal recovery, image decomposition, best approximation, network flows, and variational problems in Sobolev spaces.

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