Distributed Optimization and Learning

von Zhonggu Li

286 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

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.

• Reihe: Academic Press
• ISBN: 9780443216367
• Sprache: Englisch
• Erscheinungsdatum: 23.07.2024
• Größe: 229 x 152 mm
• Verlag: Elsevier Inc