Distributed Optimization in Networked Systems - Algorithms and Applications (Hardcover, 1st ed. 2023)

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.

General

Imprint:	Springer Verlag, Singapore
Country of origin:	Singapore
Series:	Wireless Networks
Release date:	February 2023
First published:	2023
Authors:	Qingguo Lü • Xiaofeng Liao • Huaqing Li • Shaojiang Deng • Shanfu Gao
Dimensions:	235 x 155mm (L x W)
Format:	Hardcover
Pages:	270
Edition:	1st ed. 2023
ISBN-13:	978-981-19-8558-4
Categories:	Books > Computing & IT > General theory of computing > Data structures Books > Computing & IT > Computer programming > Algorithms & procedures Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning
LSN:	981-19-8558-8
Barcode:	9789811985584

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