Login

Li, Hongliang

Adaptive Dynamic Programming with Applications in Optimal Control

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

261,40€

Ebook, PDF with Adobe DRM
ISBN: 9783319508153
DRM Restrictions

PrintingNot allowed
Copy to clipboardNot allowed

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

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

Author(s)
 
 
 
 
Publisher
Springer
Publication year
2017
Language
en
Edition
1
Series
Advances in Industrial Control
Page amount
30 pages
Category
Technology, Energy, Traffic
Format
Ebook
eISBN (PDF)
9783319508153
Printed ISBN
978-3-319-50813-9

Similar titles