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Discrete-time recurrent neural control : analysis and applications /

The book presents recent advances in the theory of neural control for discrete-time nonlinear systems with multiple inputs and multiple outputs. The results that appear in each chapter include rigorous mathematical analyses, based on the Lyapunov approach, to establish its properties; in addition, f...

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Bibliographic Details
Main Authors: Sanchez, Edgar N. (Author)
Published: CRC Press, Taylor & Francis Group,
Publisher Address: Boca Raton, FL :
Publication Dates: [2019]
Literature type: Book
Language: English
Series: Automation and control engineering.
Subjects:
Automatic control > Data processing.
Discrete-time systems.
Neural networks (Computer science)
Nonlinear control theory.
Summary: The book presents recent advances in the theory of neural control for discrete-time nonlinear systems with multiple inputs and multiple outputs. The results that appear in each chapter include rigorous mathematical analyses, based on the Lyapunov approach, to establish its properties; in addition, for each chapter, simulation results are included to verify the successful performance of the corresponding proposed schemes. It provides solutions for the output trajectory tracking problem of unknown nonlinear systems based on sliding modes and inverse optimal control scheme--
Carrier Form: xix, 271 pages : illustrations, forms ; 25 cm.
Bibliography: Includes bibliographical references and index.
ISBN: 9781138550209 (hardback) :
1138550205 (hardback)
Index Number: TJ213
CLC: TP273-37
Call Number: TP273-37/S211

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