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portada Distributed Optimization and Learning: A Control-Theoretic Perspective
Type
Physical Book
Publisher
Author
Language
English
Pages
286
Format
Paperback
ISBN13
9780443216367
Edition No.
1

Distributed Optimization and Learning: A Control-Theoretic Perspective

Zhongguo Li; Zhengtao Ding (Author) · Academic Press · Paperback

Distributed Optimization and Learning: A Control-Theoretic Perspective - Zhongguo Li; Zhengtao Ding

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Synopsis "Distributed Optimization and Learning: A Control-Theoretic Perspective"

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.

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