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Distributed Constrained Stochastic Subgradient Algorithms Based on Random Projection and Asynchronous Broadcast over Networks

We consider a distributed constrained optimization problem over a time-varying network, where each agent only knows its own cost functions and its constraint set. However, the local constraint set may not be known in advance or consists of huge number of components in some applications. To deal with...

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Detalhes bibliográficos
Main Authors: Junlong Zhu, Ping Xie, Qingtao Wu, Mingchuan Zhang, Ruijuan Zheng, Jianfeng Guan, Changqiao Xu
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi Limited 2017-01-01
Colecção:Mathematical Problems in Engineering
Acesso em linha:http://dx.doi.org/10.1155/2017/1793291
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