- Titulinis
- Dalykinė ir mokslinė literatūra
- Technologijos mokslai
- Mechanika
- Distributed Optimization and Learning
Distributed Optimization and Learning
ISBN: 9780443216367
Autorius : Zhengtao Ding
Leidimo metai: 2024
Leidėjas: Academic Press
Leidinio kalba: Anglų
Formatas: Minkšti viršeliai
Formatas: 9×6
Autorius : Zhengtao Ding
Leidimo metai: 2024
Leidėjas: Academic Press
Leidinio kalba: Anglų
Formatas: Minkšti viršeliai
Formatas: 9×6
Aprašymas
<p><i>Distributed Optimization and Learning: A Control-Theoretic Perspective</i> 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.</p>
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