书目名称 | Distributed Optimization in Networked Systems |
副标题 | Algorithms and Appli |
编辑 | Qingguo Lü,Xiaofeng Liao,Shanfu Gao |
视频video | |
概述 | Introduces readers to state-of-the-art and advanced distributed optimization algorithms in networked systems.Proposes effective strategies for rapid convergence and efficient execution of distributed |
丛书名称 | Wireless Networks |
图书封面 |  |
描述 | .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.. |
出版日期 | Book 2023 |
关键词 | Distributed optimization; Networked systems; Acceleration; Communication efficiency; Computational effic |
版次 | 1 |
doi | https://doi.org/10.1007/978-981-19-8559-1 |
isbn_softcover | 978-981-19-8561-4 |
isbn_ebook | 978-981-19-8559-1Series ISSN 2366-1186 Series E-ISSN 2366-1445 |
issn_series | 2366-1186 |
copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor |