Intelligent Control Design and MATLAB Simulation
This book offers a comprehensive introduction to intelligent control system design, using MATLAB simulation to verify typical intelligent controller designs. It also uses real-world case studies that present the results of intelligent controller implementations to illustrate the successful applicati...
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| Format: | eBook |
| Language: | English |
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Singapore
Springer Nature Singapore
2018, 2018
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| Edition: | 1st ed. 2018 |
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| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Introduction
- Expert control
- Mathmatic foundation of fuzzy control
- Fuzzy logic control
- Adaptive fuzzy control
- Neural Network
- Typical Neural Network
- Senior Neural Network
- Neural network control with gradient descend
- Adaptive neural network control
- Digital RBF Neural Network Control
- Intelligent optimization algorithms
- Iterative learning control