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arxiv: 1806.07734 · v2 · pith:CWKMETATnew · submitted 2018-06-20 · 🧮 math.OC

Subdifferentiable functions and partial data communication in a distributed deterministic asynchronous Dykstra's algorithm

classification 🧮 math.OC
keywords algorithmallowsasynchronousdatadeterministicdistributeddykstrafunctions
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We described a decentralized distributed deterministic asynchronous Dykstra's algorithm that allows for time-varying graphs in an earlier paper. In this paper, we show how to incorporate subdifferentiable functions into the framework using a step similar to the bundle method. We point out that our algorithm also allows for partial data communications. We discuss a standard step for treating the composition of a convex and linear function.

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