Book
Distributed Optimization and Learning : A Control-Theoretic Perspective
ISBN : 9780443216367
Author : Zhongguo Li
Publisher : Academic Press
Year : 2024
Language : English
Type : Book
Description : 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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