Cooperative Control of Multi-agent Systems: Optimal and Adaptive Design Approaches (BOK)

Frank L. Lewis, Hongwei Zhang, Abhijit Das, Kristian Hengster-Movric

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Cooperative Control of Multi-Agent Systems extends optimal control and adaptive control design methods to multi-agent systems on communication graphs. It develops Riccati design techniques for general linear dynamics for cooperative state feedback design, cooperative observer design, and cooperative dynamic output feedback design. Both continuous-time and discrete-time dynamical multi-agent systems are treated. Optimal cooperative control is introduced and neural adaptive design techniques for multi-agent nonlinear systems with unknown dynamics, which are rarely treated in literature are developed. Results spanning systems with first-, second- and on up to general high-order nonlinear dynamics are presented. Each control methodology proposed is developed by rigorous proofs. All algorithms are justified by simulation examples. The text is self-contained and will serve as an excellent comprehensive source of information for researchers and graduate students working with multi-agent systems.

Produktfakta

Språk Engelsk Engelsk Innbinding Innbundet
Utgitt 2013 Forfatter Abhijit Das, Frank L. Lewis, Hongwei Zhang, Kristian Hengster-Movric
Forlag
Springer
ISBN 9781447155737
Antall sider 354 Vekt 686 gram
Leverandør Bertram Trading Ltd Emner og form Artificial intelligence, Communications engineering / telecommunications, Automatic control engineering