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Distributed Optimization, Game and Learning Algorithms
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Type: BOOK - Published: 2021-01-04 - Publisher: Springer Nature

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This book provides the fundamental theory of distributed optimization, game and learning. It includes those working directly in optimization,-and also many othe
Game-Theoretic Learning and Distributed Optimization in Memoryless Multi-Agent Systems
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Authors: Tatiana Tatarenko
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This book presents new efficient methods for optimization in realistic large-scale, multi-agent systems. These methods do not require the agents to have the ful
Distributed Optimization and Learning
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Distributed Optimization and Learning: A Control-Theoretic Perspective illustrates the underlying principles of distributed optimization and learning. The book
Distributed Optimization-Based Control of Multi-Agent Networks in Complex Environments
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Authors: Minghui Zhu
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This book offers a concise and in-depth exposition of specific algorithmic solutions for distributed optimization based control of multi-agent networks and thei
Distributed Optimization: Advances in Theories, Methods, and Applications
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Authors: Huaqing Li
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This book offers a valuable reference guide for researchers in distributed optimization and for senior undergraduate and graduate students alike. Focusing on th