Li, Hongliang
Adaptive Dynamic Programming with Applications in Optimal Control
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
- Li, Hongliang
- Liu, Derong
- Wang, Ding
- Wei, Qinglai
- Yang, Xiong
- 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