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Kniha Distributed Optimization in Networked Systems Qingguo Lü

Distributed Optimization in Networked Systems

Algorithms and Applications

Autor: Qingguo Lü, Xiaofeng Liao, Huaqing Li, Shaojiang Deng, Shanfu Gao
Jazyk: Angličtina
Vazba: Pevná
Vydavatel: Springer, Berlin
Dostupnost: Skladem u dodavatele
Odesíláme za 10-13 dnů
3 882 Kč
This book focuses on improving the performance (convergence rate, communication efficiency, computat...

Informace o knize

Autor
Qingguo Lü, Xiaofeng Liao, Huaqing Li, Shaojiang Deng, Shanfu Gao
Jazyk
Angličtina
Vazba
Kniha - Pevná
Vydáno
2023
Stránek
272
EAN
9789811985584
Enbook ID
42079260
Vydavatel
Springer, Berlin
Hmotnost
634
Rozměry
155 x 235

Kompletní popis

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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