Adaptive Dynamic Programming: Single and Multiple Controllers

Name: Adaptive Dynamic Programming: Single and Multiple Controllers
Brand: Springer Verlag, Singapore
SKU: 9789811317118
Price: 2567 CZK
Availability: InStock

Autor: Ruizhuo Song, Qinglai Wei

Jazyk:

Vazba: Pevná

Vydavatel: Springer Verlag, Singapore

Dostupnost: Skladem u dodavatele v malém množství

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This book presents a class of novel optimal control methods and games schemes based on adaptive dyna...

Informace o knize

Autor

Ruizhuo Song, Qinglai Wei

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2019

Stránek

271

EAN

9789811317118

ISBN

9811317119

Enbook ID

19733657

Vydavatel

Springer Verlag, Singapore

Hmotnost

584

Rozměry

242 x 162 x 23

Kompletní popis

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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Adaptive Dynamic Programming: Single and Multiple Controllers

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