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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
Väzba: Pevná
Vydavateľ: Springer, Berlin
Dostupnosť: Skladom u dodávateľa
Odosielame za 9-15 dní
194.14 €
This book focuses on improving the performance (convergence rate, communication efficiency, computat...

Informácie o knihe

Autor
Qingguo Lü, Xiaofeng Liao, Huaqing Li, Shaojiang Deng, Shanfu Gao
Jazyk
Angličtina
Väzba
Kniha - Pevná
Vydalo
2023
Stránok
272
EAN
9789811985584
Enbook ID
42079260
Vydavateľ
Springer, Berlin
Hmotnosť
634
Rozmery
155 x 235

Kompletný 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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