最佳設計
Optimum Design
| 節 | 週一 |
|---|---|
A 18:30–19:20 | 最佳設計 EE206（光復） 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
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.
MATLAB Programming
無備註
本課程將不定期舉行課後心得寫作 如果無法全程出席者請留意
Midterm : 33% Final test : 33% Post-class test, HWs and reports: 34%
Introduction to Design
Design process Design versus analysis Conventional versus optimum design Basic Terminology and notation
- 講授：
- 6Hrs
Optimum design problem formulation
Problem formulation process Design examples General mathematical model for optimum design
- 講授：
- 3Hrs
- 實作：
- Hw1
Grapical optimization
Graphical solution process Design examples
- 講授：
- 3Hrs
- 實作：
- Hw2
Optimum design concepts
Review of basic calculus concepts Unconstrained optimum design problems Constrained optimum design problems Postoptimality analysis Global optimality
- 講授：
- 12Hrs
- 實作：
- Hw 3&4
Numerical methods for unconstrained optimum design
General concepts Step size determination Steepest descent method Conjugate gradient method Newton's method DFP & BFGS methods
- 講授：
- 12Hrs
- 實作：
- Hw 5&6
| 週次 | 主題 |
|---|---|
| 第 1 週 | Overview 01 |
| 第 2 週 | Introduction to Design 02 |
| 第 3 週 | Engineering Math. Review 03 |
| 第 4 週 | Formulation for Optimum Design 04 |
| 第 5 週 | Formulation for Optimum Design 05 |
| 第 6 週 | Graphical Optimization 06 |
| 第 7 週 | Optimum Design Concepts 07 |
| 第 8 週 | Optimum Design Concepts 08 |
| 第 9 週 | Midterm 09 |
| 第 10 週 | Basics for unconstraint Optimum Design 10 |
| 第 11 週 | Numerical Methods for Unconstraint Optimum Design - One Dimensional Search 11 |
| 第 12 週 | Numerical Methods for Unconstraint Optimum Design - Steepest Descent Method, Conjugate Gradient Method, Newton's Method, DFP Method, BFGS Method 12 |
| 第 13 週 | Numerical Methods for Unconstraint Optimum Design - Steepest Descent Method, Conjugate Gradient Method, Newton's Method, DFP Method, BFGS Method 13 |
| 第 14 週 | Basics for constraint Optimum Design 14 |
| 第 15 週 | Basics for constraint Optimum Design 15 |
| 第 16 週 | Numerical Methods for constraint Optimum Design - SLP 16 |
| 第 17 週 | Numerical Methods for constraint Optimum Design - SQP 17 |
| 第 18 週 | Final Test 18 |
Introduction to Optimum Design, J. S. Arora, 4th Ed., 2017.
- 地點
- 教師未提供此項資料
- 時間
- 週一 17:00 -
- 聯絡方式
- tsylin0912@hotmail.com