Distributed Optimization in Networked Systems: Algorithms and Applications - Brossura

Lü, Qingguo; Liao, Xiaofeng; Li, Huaqing

Brossura

ISBN 10: 981198560X ISBN 13: 9789811985607

Casa editrice: Springer, 2023

Riassunto

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.

Dettagli dell?edizione

• Editore: Springer
• Data di pubblicazione: 2023
• ISBN 10: 981198560X
• ISBN 13: 9789811985607
• Rilegatura: Copertina flessibile
• Lingua: Inglese
• Numero di pagine: 292
• Contatto del produttore: non disponibile