Distributed Optimization and Learning is popular PDF and ePub book, written by Zhongguo Li in 2024-08-06, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Distributed Optimization and Learning can be Read Online from any device for your convenience.
Distributed Optimization and Learning Book PDF Summary
Distributed Optimization and Learning: A Control-Theoretic Perspective illustrates the underlying principles of distributed optimization and learning. The book presents a systematic and self-contained description of distributed optimization and learning algorithms from a control-theoretic perspective. It focuses on exploring control-theoretic approaches and how those approaches can be utilized to solve distributed optimization and learning problems over network-connected, multi-agent systems. As there are strong links between optimization and learning, this book provides a unified platform for understanding distributed optimization and learning algorithms for different purposes. Provides a series of the latest results, including but not limited to, distributed cooperative and competitive optimization, machine learning, and optimal resource allocation Presents the most recent advances in theory and applications of distributed optimization and machine learning, including insightful connections to traditional control techniques Offers numerical and simulation results in each chapter in order to reflect engineering practice and demonstrate the main focus of developed analysis and synthesis approaches
Detail Book of Distributed Optimization and Learning PDF
- Author : Zhongguo Li
- Release : 06 August 2024
- Publisher : Elsevier
- ISBN : 9780443216374
- Genre : Technology & Engineering
- Total Page : 288 pages
- Language : English
- PDF File Size : 15,5 Mb
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