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Adaptive Dynamic Programming: Single and Multiple Controllers

Jezik EngleskiEngleski
Knjiga Tvrdi uvez
Knjiga Adaptive Dynamic Programming: Single and Multiple Controllers Ruizhuo Song
Libristo kod: 19733657
Nakladnici Springer Verlag, Singapore, siječanj 2019
This book presents a class of novel optimal control methods and games schemes based on adaptive dyna... Cijeli 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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Informacije o knjizi

Puni naziv Adaptive Dynamic Programming: Single and Multiple Controllers
Autor Ruizhuo Song, Qinglai Wei
Jezik Engleski
Uvez Knjiga - Tvrdi uvez
Datum izdanja 2019
Broj stranica 271
EAN 9789811317118
ISBN 9811317119
Libristo kod 19733657
Nakladnici Springer Verlag, Singapore
Težina 584
Dimenzije 242 x 162 x 23

Kategorija

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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