A Fast Distributed Asynchronous Newton-Based Optimization Algorithm

One of the most important problems in the field of distributed optimization is the problem of minimizing a sum of local convex objective functions over a networked system. Most of the existing work in this area focuses on developing distributed algorithms in a synchronous setting under the presence...

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Veröffentlicht in:	IEEE transactions on automatic control Jg. 65; H. 7; S. 2769 - 2784
Hauptverfasser:	Mansoori, Fatemeh, Wei, Ermin
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York IEEE 01.07.2020 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Agents and autonomous systems Algorithms Approximation algorithms asynchronous algorithms Clocks Convergence Delays Linear programming network analysis and control Optimization optimization algorithms Symmetric matrices Synchronism
ISSN:	0018-9286, 1558-2523
Online-Zugang:	Volltext
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