最佳設計
Optimum Design
學期
110-2
學分
3
學分
當期課號
5340
永久課號
IME5565
開課單位
機械工程學系
授課教師
林聰穎
校區
光復
類別
選修
上課時間表
| 節 | 週二 |
|---|---|
A 18:30–19:20 | 最佳設計 EE210 3 節連堂 |
B 19:30–20:20 | |
C 20:30–21:20 |
* 根據陽明交大上課時間表所列
概述
The purpose of this course is to introduce basic concepts of the optimization theory, and make students to realize how to use this tool during engineering design activities in order to improve the design quality.
先修科目
MATLAB Programming
評分方式
Midterm : 33% Final test : 33% Post-class test, HWs and reports: 34%
課程大綱
- Introduction to Design
- Optimum design problem formulation
- Grapical optimization
- Optimum design concepts
- Numerical methods for unconstrained optimum design
週次計畫
| 週次 | 主題 |
|---|---|
| 第 1 週 | Overview |
| 第 2 週 | Introduction to Design |
| 第 3 週 | Engineering Math. Review |
| 第 4 週 | Formulation for Optimum Design |
| 第 5 週 | Formulation for Optimum Design |
| 第 6 週 | Graphical Optimization |
| 第 7 週 | Optimum Design Concepts |
| 第 8 週 | Optimum Design Concepts |
| 第 9 週 | Midterm |
| 第 10 週 | Basics for unconstraint Optimum Design |
| 第 11 週 | Numerical Methods for Unconstraint Optimum Design - One Dimensional Search |
| 第 12 週 | Numerical Methods for Unconstraint Optimum Design - Steepest Descent Method, Conjugate Gradient Method, Newton's Method, DFP Method, BFGS Method |
| 第 13 週 | Numerical Methods for Unconstraint Optimum Design - Steepest Descent Method, Conjugate Gradient Method, Newton's Method, DFP Method, BFGS Method |
| 第 14 週 | Basics for constraint Optimum Design |
| 第 15 週 | Basics for constraint Optimum Design |
| 第 16 週 | Numerical Methods for constraint Optimum Design - SLP |
| 第 17 週 | Numerical Methods for constraint Optimum Design - SQP |
| 第 18 週 | Final Test |
教科書
Introduction to Optimum Design, J. S. Arora, 4th Ed., 2017.
Office Hours
- 聯絡方式
- tsylin0912@hotmail.com