Incremental gradient-free method for nonsmooth distributed optimization

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Incremental gradient-free method for nonsmooth distributed optimization

In this paper we consider the minimization of the sum of local convex component functions distributed over a multi-agent network. We first extend the Nesterov's random gradient-free method to the incremental setting. Then we propose the incremental gradient-free methods, including a cyclic orde...

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Bibliographic Details
Main Authors:	Li, J., Li, G., Wu, Z., Wu, Changzhi, Wang, X., Lee, J., Jung, K.
Format:	Journal Article
Published:	American Institute of Mathematical Sciences 2017
Online Access:	http://hdl.handle.net/20.500.11937/57713

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