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Distributed Optimization in Networked Systems

Name: Distributed Optimization in Networked Systems
Brand: Springer, Berlin
SKU: 44706750
Price: 174.71 EUR
Availability: InStock
Author: Qingguo Lü
ISBN: 9789811985614

Algorithms and Applications

Language

English

Book Paperback

Libristo code: 44706750

Publishers Springer, Berlin, November 2023

This book focuses on improving the performance (convergence rate, communication efficiency, computat... Full description

Libristo code: 44706750

423 b

174.71 €

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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.