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portada Distributed Optimization in Networked Systems: Algorithms and Applications
Type
Physical Book
Author
Publisher
Language
English
Pages
270
Format
Paperback
ISBN13
9789811985614
Categories

Distributed Optimization in Networked Systems: Algorithms and Applications

Huaqing Li (Author) · Qingguo Lu (Author) · Xiaofeng Liao (Author) · Springer · Paperback

Distributed Optimization in Networked Systems: Algorithms and Applications - Lü, Qingguo ; Liao, Xiaofeng ; Li, Huaqing

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Synopsis "Distributed Optimization in Networked Systems: Algorithms and Applications"

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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