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Adaptive Dynamic Programming: Single and Multiple Controllers

Adaptive Dynamic Programming: Single and Multiple Controllers

by Qinglai WeiRuizhuo Song and Qing Li

Hardback Publication Date: 11/12/2018

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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.
ISBN:
9789811317118
9789811317118
Category:
Automatic control engineering
Format:
Hardback
Publication Date:
11-12-2018
Publisher:
Springer Verlag, Singapore
Country of origin:
Singapore
Pages:
271
Dimensions (mm):
235x155mm
Weight:
0.6kg

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