DEXTRA: A Fast Algorithm for Optimization Over Directed Graphs

This paper develops a fast distributed algorithm, termed DEXTRA, to solve the optimization problem when n agents reach agreement and collaboratively minimize the sum of their local objective functions over the network, where the communication between the agents is described by a directed graph. Exis...

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Bibliographic Details

Published in:	IEEE transactions on automatic control Vol. 62; no. 10; pp. 4980 - 4993
Main Authors:	Chenguang Xi, Khan, Usman A.
Format:	Journal Article
Language:	English
Published:	IEEE 01.10.2017
Subjects:	Acceleration Convergence Directed graphs Distributed algorithms distributed optimization Indexes Linear programming multiagent networks Optimization Symmetric matrices
ISSN:	0018-9286, 1558-2523
Online Access:	Get full text
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