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Adaptive Dynamic Programming: Single and Multiple Controllers

Jezik AngleščinaAngleščina
Knjiga Trda
Knjiga Adaptive Dynamic Programming: Single and Multiple Controllers Ruizhuo Song
Koda Libristo: 19733657
Založba Springer Verlag, Singapore, januar 2019
This book presents a class of novel optimal control methods and games schemes based on adaptive dyna... Celoten opis
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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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O knjigi

Polni naslov Adaptive Dynamic Programming: Single and Multiple Controllers
Avtor Ruizhuo Song, Qinglai Wei
Jezik Angleščina
Vezava Knjiga - Trda
Datum izida 2019
Število strani 271
EAN 9789811317118
ISBN 9811317119
Koda Libristo 19733657
Založba Springer Verlag, Singapore
Teža 584
Mere 242 x 162 x 23

Kategorije

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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