| 當期課號 | 7104 | Course Number | 7104 |
|---|---|---|---|
| 授課教師 | 鄭啟斌 | Instructor | CHENG,CHI BIN |
| 中文課名 | 模糊理論 | Course Name | Fuzzy Theory |
| 開課單位 | 工業工程與管理系碩士班二A | Department | |
| 修習別 | 選修 | Required/Elective | Elective |
| 學分數 | 3 | Credits | 3 |
| 課程目標 | 本課程旨在教授學生柔性運算之基礎理論，包括模糊邏輯、類神經網路以及演化演算法；並及於柔性運算在各領域之應用。 | Objectives | This course aims to provide students with basic theory of soft computing, including fuzzy logic, neural networks, and evolutionary algorithms. The applications of soft computing to many different fields are introduced as well. |
| 教材 | Neuro-Fuzzy and Soft Computing, Jang, Sun, and Mizutani,1997, Prentice-Hall | Teaching Materials | |
| 成績評量方式 | 期中考35%,期末考35%,作業+期末報告30% | Grading | Midterm 35%, Final 35%, Homework+Project 30% |
| 教師網頁 | www.iem.cyut.edu.tw | ||
| 教學內容 | 柔性運算之基礎理論，包括模糊邏輯、類神經網路以及演化演算法；並及於柔性運算在各領域之應用。課程介紹模糊集合論、類神經模糊系統、遺傳演算法、蟻拓演算法以及增強式學習。柔性運算在自動控制、決策分析、最佳化與系統建模方面之應用。 | Syllabus | This course aims to provide students with basic theory of soft computing, including fuzzy logic, neural networks, and evolutionary algorithms. The applications of soft computing to many different fields are introduced as well. Lectures include introduction to fuzzy set theory, fuzzy inference systems, neuro-fuzzy systems, genetic algorithm, ant systems, and reinforcement learning methods. The applications of soft computing to automatic control, decision making, optimization, and system modeling are discussed. |