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, Koksal, Asuman E.
Other Authors: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Format: Article
Language:en_US
Published: Institute of Electrical and Electronics Engineers (IEEE) 2017
Online Access:http://hdl.handle.net/1721.1/111685
https://orcid.org/0000-0002-1827-1285