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Distributed Optimization in Networked Systems

Distributed Optimization in Networked Systems

von Huaqing Li, Qingguo Lü, Shanfu Gao, Shaojiang Deng und Xiaofeng Liao
Softcover - 9789811985614
181,89 €
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Hardcover - 9789811985584
181,89 €

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Weitere Formate

Hardcover - 9789811985584
181,89 €

Beschreibung

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.

Algorithms and Applications

Algorithms and Applications

Details

Verlag Springer Singapore
Ersterscheinung 10. Februar 2024
Maße 23.5 cm x 15.5 cm
Gewicht 500 Gramm
Format Softcover
ISBN-13 9789811985614
Seiten 270

Schlagwörter

Design and Analysis of Algorithms, Machine Learning, Maschinelles Lernen, Theoretische Informatik, Theory and Algorithms for Application Domains

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