| 當期課號 |
7451 |
Course Number |
7451 |
| 授課教師 |
林正堅 |
Instructor |
LIN,CHENG JIAN |
| 中文課名 |
模糊理論與應用 |
Course Name |
Fuzzy Theory and Application |
| 開課單位 |
資訊科技研究所博士班一A |
Department |
|
| 修習別 |
選修 |
Required/Elective |
Elective |
| 學分數 |
3 |
Credits |
3 |
| 課程目標 |
由於模糊理論近年來大量的被應用於各類實務研究及產品上，故本課程旨在介紹模糊理論之基本原理及其相關之應用領域，除了課程教授之外，亦包含應用主題之研討，課程內容將涵蓋： 1.導論 2. 模糊集3.模糊邏輯4.模糊運算5. 模糊法則6.模糊推理7.模糊控制8.應用問題研討。 |
Objectives |
The goal of this class is to introduce the fuzzy set theory and its corresponding applications. The important topics includes logic concepts, set theory, fuzzy set theory, fuzzy relation, fuzzy mathematics, fuzzy logics , fuzzy inference rules, fuzzy logic control and other important theories and their applications. |
| 教材 |
Text Book
Fuzzy Logic: Intelligence, Control, and Information
John Yen and Reza Langari
Prentice Hall (高立圖書代理)
Ref. Book
Neural Fuzzy Systems: A Neuro-Fuzzy Synergism to Intelligent Systems
C.-T. Lin and C. S. G. Lee
Prentice Hall (高立圖書代理) |
Teaching Materials |
Text Book
Fuzzy Logic: Intelligence, Control, and Information
John Yen and Reza Langari
Prentice Hall (高立圖書代理)
Ref. Book
Neural Fuzzy Systems: A Neuro-Fuzzy Synergism to Intelligent Systems
C.-T. Lin and C. S. G. Lee
Prentice Hall (高立圖書代理) |
| 成績評量方式 |
Midterm: 40%
Homework: 30%
Project (simulation, presentation, and report) : 30 % |
Grading |
Midterm: 40%
Homework: 20%
Project (simulation, presentation, and report) : 40 % |
| 教師網頁 |
|
| 教學內容 |
Introduction
Basic Concepts of Fuzzy Logic
Fuzzy Sets
Fuzzy Relations, Fuzzy Graphs, and Fuzzy Arithmetic
Fuzzy If-Then Rules
Fuzzy Implications and Approximate Reasoning
Fuzzy Logic and Probability
Fuzzy Logic in Identification and Control Engineering
Hierarchical Intelligent Control
Fuzzy Logic in Database and Information Systems
Neuro-Fuzzy Systems
Genetic Algorithms and Fuzzy Logic |
Syllabus |
Introduction
Basic Concepts of Fuzzy Logic
Fuzzy Sets
Fuzzy Relations, Fuzzy Graphs, and Fuzzy Arithmetic
Fuzzy If-Then Rules
Fuzzy Implications and Approximate Reasoning
Fuzzy Logic and Probability
Fuzzy Logic in Identification and Control Engineering
Hierarchical Intelligent Control
Fuzzy Logic in Database and Information Systems
Neuro-Fuzzy Systems
Genetic Algorithms and Fuzzy Logic |