Książka Adaptive Dynamic Programming: Single and Multiple Controllers Ruizhuo Song

Adaptive Dynamic Programming: Single and Multiple Controllers

Język: Angielski
Oprawa: Twarda
Dostępność: Dostępna u dostawcy
Wysyłamy za 10-13 dni
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This book presents a class of novel optimal control methods and games schemes based on adaptive dyna...

Informacje o książce

Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2019
strony
271
EAN
9789811317118
ISBN
9811317119
Enbook ID
19733657
Waga
584
Wymiary
242 x 162 x 23

Pełny opis

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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