Adaptive Dynamic Programming Single and Multiple Controllers

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Synopsis

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.

Book details

Edition:
1st ed. 2019
Series:
Studies in Systems, Decision and Control (Book 166)
Author:
Ruizhuo Song, Qinglai Wei, Qing Li
ISBN:
9789811317125
Related ISBNs:
9789811317118
Publisher:
Springer Singapore, Singapore
Pages:
N/A
Reading age:
Not specified
Includes images:
Yes
Date of addition:
2019-01-06
Usage restrictions:
Copyright
Copyright date:
2019
Copyright by:
Science Press, Beijing and Springer Nature Singapore Pte Ltd. 
Adult content:
No
Language:
English
Categories:
Computers and Internet, Nonfiction, Technology