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Distributed Optimization in Networked Systems: Algorithms and Applications
Hardcover
Series: Wireless Networks
ISBN13: 9789811985584
Publisher: Springer Nature
Published: Feb 9 2023
Pages: 270
Weight: 1.40
Height: 0.32 Width: 5.91 Depth: 9.06
Language: English
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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