智慧型控制
Intelligent Control
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2 09:00–09:50 | 智慧型控制 EE112 3 節連堂 |
3 10:10–11:00 | |
4 11:10–12:00 |
* 根據陽明交大上課時間表所列
1. Introdution of Fuzzy Logic Control 2. Introdution of Neural Network 3. Introdution of Evolutionary Algorithm 4. Control Systems Simulation using Matlab 5. Surrogate-based Optimization 6. Fuzzy Neural Network (FNN) with Applications 7. Intelligent Adaptive Control Systems 8. Literature Survey with possible Term Projects
Teaching Assistant:
1. Homework Assignment: 20% 2. Literature Survey with Presentation: 30% 3. Term Project: 50%
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Lecture Notes with recent published articles will be provided! But the following books are recommended for extensive references. 1. Lin-Xin Wang, "A Course in Fuzzy Systems and Control," Prentice Hall, 1997. pp. 249-257, ISBN: 0-13-540882-2. 2. C.T. Lin and C.S.G. Lee, "NEURAL FUZZY SYSTEMS: A Neuro-Fuzzy Synergism to Intelligent Systems," Prentice Hall, 1996.