Constrained Consensus and Optimization in Multi-Agent Networks

We present distributed algorithms that can be used by multiple agents to align their estimates with a particular value over a network with time-varying connectivity. Our framework is general in that this value can represent a consensus value among multiple agents or an optimal solution of an optimiz...

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Bibliographic Details
Main Authors: Nedic, Angelia, Ozdaglar, Asuman E., Parrilo, Pablo A.
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 2011
Online Access:http://hdl.handle.net/1721.1/62224
https://orcid.org/0000-0002-1827-1285
https://orcid.org/0000-0003-1132-8477