課程名稱 |
生醫機械系統之最佳化 Optimization in Biomechanical Engineering |
開課學期 |
103-2 |
授課對象 |
工學院 醫學工程學研究所 |
授課教師 |
呂東武 |
課號 |
Biomed7054 |
課程識別碼 |
548EM0910 |
班次 |
|
學分 |
3 |
全/半年 |
半年 |
必/選修 |
選修 |
上課時間 |
星期三2,3,4(9:10~12:10) |
上課地點 |
共208 |
備註 |
本課程以英語授課。 限碩士班以上 總人數上限:15人 |
Ceiba 課程網頁 |
http://ceiba.ntu.edu.tw/1032Biomed7054_ |
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 |
課程大綱
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課程概述 |
Many features of the form and function of the human body suggest that the evolution of the human body is a process of optimization of certain criteria. Based on this observation, optimization techniques have played an important role in the study of the body parts and the design and development of their replacements, as well as relevant biomechanical systems. This course aims to provide a systematic introduction to the optimization of biomechanical systems including the human body. Apart from lectures, the students will work in groups to finish a term project under the supervision of the lecturer. The students will learn to convert statements of a physical problem to a mathematical one, and then solve the problem using optimization techniques covered in the class with the assistance of a commercial software package. The interpretation of the results of an optimization problem will also be emphasized. |
課程目標 |
After the completion of the class, the students should have a complete knowledge of the basic theory of optimization and its relevant biomechanical applications. |
課程要求 |
使用matlab程式來解決最佳化問題;期中請各位同學提proposal來決定期末要完成的最佳化範疇的project,請同學分組完成指定題目並上台報告其研究方法與成果。 |
預期每週課後學習時數 |
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Office Hours |
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指定閱讀 |
無 |
參考書目 |
1. Arora, J.S., Introduction to Optiumum Design, John Wiley & Son Ltd, 1998.
2. Mow, V.C. and Hayes, W.C. Basic Orthopaedic Biomechanics, 2nd Edition,
Lippincott-Raven, New York, 1997.
3. Winter, D.A., Biomechanics and Motor Control of Human Movement, John Wiley
& Sons, Inc., 1990.
4. Pennycuick, C.J., Newton rules biology: a physical approach to biological
problems, Oxford University Press, 1992.
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評量方式 (僅供參考) |
No. |
項目 |
百分比 |
說明 |
1. |
Midterm exam |
30% |
|
2. |
Experiment and Final Project |
40% |
|
3. |
Homework |
30% |
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|
週次 |
日期 |
單元主題 |
第1週 |
2/25 |
Introduction to Optimal Design: Design Concept and Problem Formulation;核心能力 (舊)3.5.6.8 (新)1.2.5.6.7 |
第2週 |
3/04 |
Oral Presentation: Examples of Optimum Systems in the Nature |
第3週 |
3/11 |
Optimum Design Concepts (I);核心能力 (舊)3.5.6.8 (新)1.2.5.6.7 |
第4週 |
3/18 |
Optimum Design Concepts (II);核心能力 (舊)3.5.6.8 (新)1.2.5.6.7 |
第5週 |
3/25 |
Optimum Design Concepts (III);核心能力 (舊)3.5.6.8 (新)1.2.5.6.7 |
第6週 |
4/01 |
More on Optimal Design Concepts;核心能力 (舊)3.5.6.8 (新)1.2.5.6.7 |
第7週 |
4/08 |
溫書假 |
第8週 |
4/15 |
More on Optimal Design Concepts;核心能力 (舊)3.5.6.8 (新)1.2.5.6.7 |
第9週 |
4/22 |
Numerical Methods for Unconstrained Optimum Design;核心能力 (舊)3.5.6.8 (新)1.2.5.6.7 |
第10週 |
4/29 |
Numerical Methods for Constrained Optimum Design (I);核心能力 (舊)3.5.6.8 (新)1.2.5.6.7 |
第11週 |
5/06 |
Final project presentation |
第12週 |
5/13 |
Final project presentation |
第13週 |
5/20 |
Final project presentation |
第14週 |
5/27 |
Final project presentation |
第15週 |
6/03 |
Final project presentation |
第16週 |
6/10 |
Final project presentation |
第17週 |
6/17 |
exam |
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