Distributed Optimization in Networked Systems

Qingguo Lu, Lu,Xiaofeng Liao, Liao,Huaqing Li, Li

ISBN 10: 981198560X ISBN 13: 9789811985607

Verlag: Springer Nature B.V., 2023

Sprache: Englisch

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Bibliografische Details

Titel

Distributed Optimization in Networked Systems

Verlag

Springer Nature B.V.

Erscheinungsjahr

2023

Sprache

Englisch

ISBN-10

981198560X

ISBN-13

9789811985607

Einband

PAP

Zustand

New

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Inhaltsangabe

This book focuses on improving the performance (convergence rate, communication efficiency, computational efficiency, etc.) of algorithms in the context of distributed optimization in networked systems and their successful application to real-world applications (smart grids and online learning). Readers may be particularly interested in the sections on consensus protocols, optimization skills, accelerated mechanisms, event-triggered strategies, variance-reduction communication techniques, etc., in connection with distributed optimization in various networked systems. This book offers a valuable reference guide for researchers in distributed optimization and for senior undergraduate and graduate students alike.

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