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Adaptive Dynamic Programming: Single and Multiple Controllers

Language EnglishEnglish
Book Hardback
Book Adaptive Dynamic Programming: Single and Multiple Controllers Ruizhuo Song
Libristo code: 19733657
Publishers Springer Verlag, Singapore, January 2019
This book presents a class of novel optimal control methods and games schemes based on adaptive dyna... Full description
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39 416 Ft
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This book presents a class of novel optimal control methods and games schemes based on adaptive dynamic programming techniques. For systems with one control input, the ADP-based optimal control is designed for different objectives, while for systems with multi-players, the optimal control inputs are proposed based on games. In order to verify the effectiveness of the proposed methods, the book analyzes the properties of the adaptive dynamic programming methods, including convergence of the iterative value functions and the stability of the system under the iterative control laws. Further, to substantiate the mathematical analysis, it presents various application examples, which provide reference to real-world practices.

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About the book

Full name Adaptive Dynamic Programming: Single and Multiple Controllers
Author Ruizhuo Song, Qinglai Wei
Language English
Binding Book - Hardback
Date of issue 2019
Number of pages 271
EAN 9789811317118
ISBN 9811317119
Libristo code 19733657
Publishers Springer Verlag, Singapore
Weight 584
Dimensions 242 x 162 x 23

Categories

Technology, Engineering, Agriculture > Electronics & communications engineering > Electronics engineering > Automatic control engineering
Technology, Engineering, Agriculture > Mechanical engineering & materials > Materials science
Computing & Information Technology > Computer science > Artificial intelligence
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