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Li, Hongliang

Adaptive Dynamic Programming with Applications in Optimal Control

Li, Hongliang - Adaptive Dynamic Programming with Applications in Optimal Control, e-bok

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ISBN: 9783319508153
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Table of contents

1. Overview of Adaptive Dynamic Programming
Derong Liu, Qinglai Wei, Ding Wang, Xiong Yang, Hongliang Li

Part I. Discrete-Time Systems

2. Value Iteration ADP for Discrete-Time Nonlinear Systems
Derong Liu, Qinglai Wei, Ding Wang, Xiong Yang, Hongliang Li

3. Finite Approximation Error-Based Value Iteration ADP
Derong Liu, Qinglai Wei, Ding Wang, Xiong Yang, Hongliang Li

4. Policy Iteration for Optimal Control of Discrete-Time Nonlinear Systems
Derong Liu, Qinglai Wei, Ding Wang, Xiong Yang, Hongliang Li

5. Generalized Policy Iteration ADP for Discrete-Time Nonlinear Systems
Derong Liu, Qinglai Wei, Ding Wang, Xiong Yang, Hongliang Li

6. Error Bounds of Adaptive Dynamic Programming Algorithms
Derong Liu, Qinglai Wei, Ding Wang, Xiong Yang, Hongliang Li

Part II. Continuous-Time Systems

7. Online Optimal Control of Continuous-Time Affine Nonlinear Systems
Derong Liu, Qinglai Wei, Ding Wang, Xiong Yang, Hongliang Li

8. Optimal Control of Unknown Continuous-Time Nonaffine Nonlinear Systems
Derong Liu, Qinglai Wei, Ding Wang, Xiong Yang, Hongliang Li

9. Robust and Optimal Guaranteed Cost Control of Continuous-Time Nonlinear Systems
Derong Liu, Qinglai Wei, Ding Wang, Xiong Yang, Hongliang Li

10. Decentralized Control of Continuous-Time Interconnected Nonlinear Systems
Derong Liu, Qinglai Wei, Ding Wang, Xiong Yang, Hongliang Li

11. Learning Algorithms for Differential Games of Continuous-Time Systems
Derong Liu, Qinglai Wei, Ding Wang, Xiong Yang, Hongliang Li

Part III. Applications

12. Adaptive Dynamic Programming for Optimal Residential Energy Management
Derong Liu, Qinglai Wei, Ding Wang, Xiong Yang, Hongliang Li

13. Adaptive Dynamic Programming for Optimal Control of Coal Gasification Process
Derong Liu, Qinglai Wei, Ding Wang, Xiong Yang, Hongliang Li

14. Data-Based Neuro-Optimal Temperature Control of Water Gas Shift Reaction
Derong Liu, Qinglai Wei, Ding Wang, Xiong Yang, Hongliang Li

Nyckelord: Engineering, Control, Computational Intelligence, Applications of Nonlinear Dynamics and Chaos Theory

Författare
 
 
 
 
Utgivare
Springer
Utgivningsår
2017
Språk
en
Utgåva
1
Serie
Advances in Industrial Control
Sidantal
30 sidor
Kategori
Teknologi, energi, trafik
Format
E-bok
eISBN (PDF)
9783319508153
Tryckt ISBN
978-3-319-50813-9

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