, ,

Adaptive Dynamic Programming: Single and Multiple Controllers

Specificaties
Gebonden, blz. | Engels
Springer Nature Singapore | e druk, 2019
ISBN13: 9789811317118
Rubricering
Springer Nature Singapore e druk, 2019 9789811317118
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

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. 

Specificaties

ISBN13:9789811317118
Taal:Engels
Bindwijze:gebonden
Uitgever:Springer Nature Singapore

Inhoudsopgave

Part I:&nbsp; Preparation.- Introduction to optimal control and adaptive dynamic programming.- Neural networks implementation.- Part II:&nbsp; Optimal control for system with single controller.- Finite-time optimal control.- Multi-objective optimal control.- Multiple actor-critic optimal control via ADP.- Optimal control for complex-valued nonlinear systems.- Chaotic systems optimal tracking control.- Part III:&nbsp; Multi-player systems games.- Optimal control for unknown systems with disturbances.- Zero-sum differential games.- Non-Zero-Sum games.- Synchronization control for multi-agent games.<div><br></div>

Rubrieken

    Personen

      Trefwoorden

        Adaptive Dynamic Programming: Single and Multiple Controllers