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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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Main Authors: | , , , , , , |
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Formato: | Artigo |
Idioma: | Inglês |
Publicado em: |
Hindawi Limited
2017-01-01
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Colecção: | Mathematical Problems in Engineering |
Acesso em linha: | http://dx.doi.org/10.1155/2017/1793291 |
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