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Li, Benkai

Self-Learning Optimal Control of Nonlinear Systems

Li, Benkai - Self-Learning Optimal Control of Nonlinear Systems, ebook

153,75€

Ebook, PDF with Adobe DRM
ISBN: 9789811040801
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Table of contents

1. Principle of Adaptive Dynamic Programming
Qinglai Wei, Ruizhuo Song, Benkai Li, Xiaofeng Lin

2. An Iterative



Qinglai Wei, Ruizhuo Song, Benkai Li, Xiaofeng Lin

3. Discrete-Time Optimal Control of Nonlinear Systems via Value Iteration-Based



Qinglai Wei, Ruizhuo Song, Benkai Li, Xiaofeng Lin

4. A Novel Policy Iteration-Based Deterministic Q-Learning for Discrete-Time Nonlinear Systems
Qinglai Wei, Ruizhuo Song, Benkai Li, Xiaofeng Lin

5. Nonlinear Neuro-Optimal Tracking Control via Stable Iterative Q-Learning Algorithm
Qinglai Wei, Ruizhuo Song, Benkai Li, Xiaofeng Lin

6. Model-Free Multiobjective Adaptive Dynamic Programming for Discrete-Time Nonlinear Systems with General Performance Index Functions
Qinglai Wei, Ruizhuo Song, Benkai Li, Xiaofeng Lin

7. Multiobjective Optimal Control for a Class of Unknown Nonlinear Systems Based on Finite-Approximation-Error ADP Algorithm
Qinglai Wei, Ruizhuo Song, Benkai Li, Xiaofeng Lin

8. A New Approach for a Class of Continuous-Time Chaotic Systems Optimal Control by Online ADP Algorithm
Qinglai Wei, Ruizhuo Song, Benkai Li, Xiaofeng Lin

9. Off-Policy IRL Optimal Tracking Control for Continuous-Time Chaotic Systems
Qinglai Wei, Ruizhuo Song, Benkai Li, Xiaofeng Lin

10. ADP-Based Optimal Sensor Scheduling for Target Tracking in Energy Harvesting Wireless Sensor Networks
Qinglai Wei, Ruizhuo Song, Benkai Li, Xiaofeng Lin

Keywords: Engineering, Control, Computational Intelligence, Vibration, Dynamical Systems, Control

Author(s)
 
 
 
Publisher
Springer
Publication year
2018
Language
en
Edition
1
Series
Studies in Systems, Decision and Control
Category
Technology, Energy, Traffic
Format
Ebook
eISBN (PDF)
9789811040801
Printed ISBN
978-981-10-4079-5

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