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Distributed Optimization and Learning

A Control-Theoretic Perspective

Zhengtao Ding author Zhongguo Li author

Format:Paperback

Publisher:Elsevier Science Publishing Co Inc

Published:23rd Jul '24

£115.00

Supplier delay - available to order, but may not be available until after 2nd December 2024.

Distributed Optimization and Learning cover

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.

ISBN: 9780443216367

Dimensions: unknown

Weight: 450g

286 pages