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課程名稱 |
設計自動化與最佳化
DESIGN AUTOMATION AND OPTIMIZATION |
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開課學期 |
97-2 |
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授課對象 |
工學院 機械工程學研究所 |
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授課教師 |
陳湘鳳 |
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課號 |
ME5274 |
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課程識別碼 |
522 U5630 |
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班次 |
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學分 |
3 |
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全/半年 |
半年 |
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必/選修 |
選修 |
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上課時間 |
星期一2,3,4(9:10~12:10) |
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上課地點 |
綜202 |
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備註 |
總人數上限：35人 |
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Ceiba 課程網頁 |
http://ceiba.ntu.edu.tw/972DA |
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課程簡介影片 |
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核心能力關聯 |
核心能力與課程規劃關聯圖 |
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課程大綱
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為確保您我的權利,請尊重智慧財產權及不得非法影印
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課程概述 |
Design automation is a field of study related to using information technology and computing algorithms to automate and facilitate the process of product life-cycle design, from concept generation to product recycling. This course will cover current practice and research topics in the area of design automation. Students will present research articles and conduct research projects. |
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課程目標 |
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課程要求 |
Course Outline:
Tools
1. Genetic algorithms
2. Particle swarm optimization
3. Meta-modeling
4. Orthogonal arrays and the Taguchi method
5. Grey relational analysis
6. Octree representations
7. Principal component analysis
8. Other selected topics
Applications
1. Robust design
2. Product functional design
3. Assembly sequence planning
4. Design for manufacture
5. Product family design
6. 3D shape matching
7. Virtual reality and haptics
8. Augmented reality
9. Other selected topics
Grading:
Homework 40%
Paper presentation 20%
Project 40%
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預期每週課後學習時數 |
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Office Hours |
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指定閱讀 |
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參考書目 |
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評量方式
(僅供參考) |
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No. |
項目 |
百分比 |
說明 |
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1. |
HW demos |
15% |
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2. |
HW reports |
50% |
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3. |
Project progress report |
5% |
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4. |
Final project |
30% |
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週次 |
日期 |
單元主題 |
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第1週 |
2/16 |
Introduction
Design for assembly (1) |
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第2週 |
2/23 |
Design for Assembly (2) |
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第3週 |
3/02 |
CAD (1) |
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第4週 |
3/09 |
CAD (2) |
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第5週 |
3/16 |
Genetic Algorithm |
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第6週 |
3/23 |
C++ |
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第7週 |
3/30 |
PSO |
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第8週 |
4/06 |
No Class |
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第9週 |
4/13 |
HW3 demo |
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第10週 |
4/20 |
Meta-modeling (1) |
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第11週 |
4/27 |
Meta-modeling (2) |
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第12週 |
5/04 |
Project Progess Report |
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第13週 |
5/11 |
HW4 demo |
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第14週 |
5/18 |
Response surface method |
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第15週 |
5/25 |
Virtual reality |
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第16週 |
6/01 |
HW5 demo |
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第17週 |
6/08 |
Final project due |