NCHU Course Outline
Course Name (中) 模糊控制(7936)
(Eng.) Fuzzy Control
Offering Dept Executive Master Program in Electrical Engineering
Course Type Elective Credits 3 Teacher CHUANG, CHIA-FENG
Department Executive Master Program in Electrical Engineering / (W)Graduate Language Chinese 英文/EMI Semester 2024-FALL
Course Description 1.瞭解模糊系統及其應用
2.教導學生具模糊控制器設計能力
3.學習各種模糊系統設計方法,包含類神經網路等方法

1. Understand fuzzy systems and its applications.
2. Learn the ability to design fuzzy controllers
3. Learn different design techniques of fuzzy systems, including fuzzy neural networks.
Prerequisites
self-directed learning in the course Y
Relevance of Course Objectives and Core Learning Outcomes(%) Teaching and Assessment Methods for Course Objectives
Course Objectives Competency Indicators Ratio(%) Teaching Methods Assessment Methods
了解模糊系統、其應用與設計方法
Understand fuzzy systems, its applications, and design techniques
1.
2.
3.
4.
50
30
10
10
Lecturing
topic Discussion / Production
Assignment
Oral Presentation
Quiz
Course Content and Homework/Schedule/Tests Schedule
Week Course Content
Week 1 Introduction
Week 2 Basics of Fuzzy Sets.
Week 3 Basics of Fuzzy Sets.
Week 4 Fuzzy Relations.
Week 5 Fuzzy Relations.
Week 6 Fuzzy Control Systems
Week 7 Fuzzy Control Systems
Week 8 Midterm Exam.
Week 9 Fuzzy Control Systems
Week 10 Fuzzy Clustering
Week 11 Fuzzy Neural Networks
Week 12 Fuzzy Neural Networks
Week 13 Fuzzy Neural Networks
Week 14 Paper study and presentation
Week 15 Paper study and presentation
Week 16 Final Exam.
Week 17 自主學習 (Project)
Week 18 自主學習 (Project)
Evaluation
Homework (15%)
Paper study and presentation (10%)
Project (10%)
Midterm Exam. (30%).
Final Exam.(35%).
Textbook & other References
自編教材

references:
1. C. T. Lin and C.S. George Lee, “Neural Fuzzy Systems: A Neuro-Fuzzy Synergism to Intelligent Systems,” Prentice Hall, 1996.
2.G. J. Klir and B. Yuan, “Fuzzy Sets and Fuzzy Logic-Theory and Applications,” Prentice Hall, 1995.
Teaching Aids & Teacher's Website
iLearning system
Office Hours
星期四: 16:00-18:00
Sustainable Development Goals, SDGs
include experience courses：N
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Update Date, year/month/day：2024/09/02 12:58:50 Printed Date, year/month/day：2025 / 1 / 03
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