Graph balancing for distributed subgradient methods over directed graphs

We consider a multi agent optimization problem where a set of agents collectively solves a global optimization problem with the objective function given by the sum of locally known convex functions. We focus on the case when information exchange among agents takes place over a directed network and p...

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Bibliographic Details
Main Authors: Makhdoumi Kakhaki, Ali (Contributor), Koksal, Asuman E. (Contributor)
Other Authors: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science (Contributor)
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers (IEEE), 2017-10-03T18:58:05Z.
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