ENGLISH

Distributed Optimization in Networked Systems: Algorithms and Applications

Book information

Publisher
Springer Nature
Year
2023
ISBN
9789811985591, 9789811985584, 9811985596
Language
english
Format
EPUB
Filesize
28 MB (29172412 bytes)
Pages
282\0
Library
SoftArchive
Time added
2023-07-17 07:58:52

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.

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