Distributed Optimization in Networked Systems: Algorithms and Applications

Distributed Optimization in Networked Systems: Algorithms and Applications (Wireless Networks) 1st ed. 2023 Edition
by Qingguo Lü (Author), Xiaofeng Liao (Author), Huaqing Li (Author), Shaojiang Deng (Author), Shanfu Gao (Author)

Publisher Finelybook 出版社：Springer; 1st ed. 2023 edition (February 9, 2023)
Language 语言：English
pages 页数：289 pages
ISBN-10 书号：9811985588
ISBN-13 书号：9789811985584

Book Description
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.