دانلود کتاب Distributed Optimization in Networked Systems: Algorithms and Applications

Name: Distributed Optimization in Networked Systems: Algorithms and Applications
Availability: InStock
Author: Qingguo Lü
ISBN: 9811985588,9789811985584

by Qingguo Lü, Xiaofeng Liao, Huaqing Li, Shaojiang Deng, Shanfu Gao

عنوان فارسی: بهینه سازی توزیع شده در سیستم های شبکه ای: الگوریتم ها و برنامه های کاربردی
ناشر: Springer
سال: 2023
زبان: انگلیسی
تعداد صفحه (نسخه چاپی - نسخه الکترونیکی): 281-282
شابک: 9811985588,9789811985584
نوع فایل: PDF دانلود نرم افزار مطالعه
حجم: 9.33 مگابایت

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جزییات کتاب

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.