Distributed Optimization in Networked Systems
Produktnummer:
188458a5d6d1cc4cfa8e6107f06d64733a
| Autor: | Deng, Shaojiang Gao, Shanfu Li, Huaqing Liao, Xiaofeng Lü, Qingguo |
|---|---|
| Themengebiete: | Acceleration Communication efficiency Complex systems Computational efficiency Distributed optimization Machine learning Networked systems Online learning Privacy protection Smart grid applications |
| Veröffentlichungsdatum: | 09.02.2023 |
| EAN: | 9789811985584 |
| Sprache: | Englisch |
| Seitenzahl: | 270 |
| Produktart: | Gebunden |
| Verlag: | Springer Singapore |
| Untertitel: | Algorithms and Applications |
Produktinformationen "Distributed Optimization in Networked Systems"
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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