5568 - 模糊理論與應用
Fuzzy Set Theory and Applications
教育目標 Course Target
模糊理論是一種數學工具,用於處理那些通常難以量化的不確定性和模糊性問題。模糊理論廣泛應用於控制系統、人工智慧、決策分析等領域。設計一個模糊理論課程的目標應該包括以下方面:
理解模糊概念: 使學生能夠理解模糊集合、隸屬度函數、模糊邏輯等基本概念,以及這些概念在解決實際問題中的作用。
應用模糊系統: 學生應該能夠設計和應用模糊系統來處理實際問題,包括模糊控制系統、模糊推理等。這可能涉及到使用模糊規則、隸屬度函數的定義和調整等方面的實踐技能。
解決模糊決策問題: 學生應該能夠利用模糊理論來解決決策問題,特別是那些包含模糊、不確定性資訊的問題。這可能包括模糊決策樹、模糊決策支援系統等方面。
掌握模糊數學工具: 學生需要熟練掌握模糊集合運算、模糊邏輯運算等數學工具,以便能夠在實際問題中靈活應用。
Fuzzy theory is a mathematical tool used to deal with uncertainties and ambiguities that are often difficult to quantify. Fuzzy theory is widely used in control systems, artificial intelligence, decision analysis and other fields. The goals of designing a fuzzy theory course should include the following aspects:
Understanding fuzzy concepts: Enable students to understand basic concepts such as fuzzy sets, membership functions, and fuzzy logic, as well as the role of these concepts in solving practical problems.
Applied Fuzzy Systems: Students should be able to design and apply fuzzy systems to deal with practical problems, including fuzzy control systems, fuzzy inference, etc. This may involve practical skills in the use of fuzzy rules, the definition and tuning of membership functions, etc.
Solving fuzzy decision-making problems: Students should be able to use fuzzy theory to solve decision-making problems, especially those involving fuzzy, uncertain information. This may include fuzzy decision trees, fuzzy decision support systems, etc.
Master fuzzy mathematical tools: Students need to be proficient in fuzzy set operations, fuzzy logic operations and other mathematical tools so that they can be flexibly applied in practical problems.
參考書目 Reference Books
J. Yen and R. Langari, “Fuzzy Logic- Intelligence, Control and Information”, Prentice Hall, 2009.
J. Yen and R. Langari, “Fuzzy Logic- Intelligence, Control and Information”, Prentice Hall, 2009.
評分方式 Grading
| 評分項目 Grading Method |
配分比例 Percentage |
說明 Description |
|---|---|---|
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出缺席+隨堂練習 Absence + class practice |
40 | |
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報告 report |
40 | |
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作業 Homework |
20 |
授課大綱 Course Plan
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課程資訊 Course Information
基本資料 Basic Information
- 課程代碼 Course Code: 5568
- 學分 Credit: 0-3
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上課時間 Course Time:Thursday/2,3,4[IEⅡ102]
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授課教師 Teacher:林國平
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修課班級 Class:工工碩博1,2
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選課備註 Memo:IP6301
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