| 當期課號 |
7801 |
Course Number |
7801 |
| 授課教師 |
林正堅 |
Instructor |
LIN,CHENG JIAN |
| 中文課名 |
智慧型控制 |
Course Name |
Intelligent Control |
| 開課單位 |
數位化產品設計產業研發碩士專班(碩春)二A |
Department |
|
| 修習別 |
選修 |
Required/Elective |
Elective |
| 學分數 |
3 |
Credits |
3 |
| 課程目標 |
本課程之重點為教授學生如何利用各種人工智慧之控制方法，結合機械操作原理，實現完美之機械操作動作，內容涵蓋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 in Information and Engineering |
Objectives |
|
| 教材 |
Text Book:
Neuro-Fuzzy and Soft Computing
Author:J.-S. R. Jang, C. T. Sun, and E. Mizutani
Person Education Taiwan Ltd.(全華圖書代理) |
Teaching Materials |
Text Book:
Neuro-Fuzzy and Soft Computing
Author:J.-S. R. Jang, C. T. Sun, and E. Mizutani
Person Education Taiwan Ltd.(全華圖書代理) |
| 成績評量方式 |
期中考: 40%
作業: 30%
專題 (simulation, presentation, and report) : 30 % |
Grading |
Midterm: 40%
Homework: 30%
Project (simulation, presentation, and report) : 30 % |
| 教師網頁 |
|
| 教學內容 |
軟式計算簡介
模糊集合理論
回歸及最佳化
類神經網路
類神經模糊模型
進階類神經模糊模型
基因演算法
應用 |
Syllabus |
Introduction to Soft Computing
Fuzzy Set Theory
Regression and Optimization
Neural Networks
Neuro-Fuzzy Modeling
Advanced Neuro-Fuzzy Modeling
Genetic Algorithm
Applications |