教學大綱檢視清單
Kun Shan University
http://www.ksu.edu.tw/
教學大綱
科目名
稱(中文
)
最
佳
化
設
計
科目代
碼
GH
804
0
授課部
別
碩
士
班
授課班
級
GH022機械碩二(外國生)
科目名
稱(英文
)
Opt
imi
zati
on
Des
ign
學分數
3
上課總
時數
3
授課教
師
孫書煌
科目類
別
校
訂
選
修
科
目
修課別
選
修
課
程
實習時
數
0
授課地
點
E1515
教學目
標
Introduce the mathmetic theory, model, concept, and applications of optimization. Also, commercial
optimization software will be used in this course to solve simple optimization problem.
Kun Shan University
http://www.ksu.edu.tw/
教學內容
週次
教學內容
01
1. Introduction to Optimization
02
Middel Moon Festiva
03
1. Example of Optimization formulation
2. General mathematical model for optimization
04
1. Graphical optimization
2. Optimality criteria – introduction & fundamental
05
1. Unconstrained optimum
2. Constrained optimum
06
1. Lagrange multiplier & K-T conditions
2. Convex problem & Global optimization
07
1. Linear Programming problem introduction
2. Simplex method (I)
08
1. Simplex method (II)
2. Two-phase Simplex (I)
09
1. Two-phase Simplex (II)
2. LINDO software introduction
3. Nonlinear unconstrained introduction
Kun Shan University
http://www.ksu.edu.tw/
Kun Shan University
10
1. One-dimension optimization method introduction (I)
(1)Fibonacc
(2)Golden section method
11
1. One-dimension optimization method introduction (II)
(3)Interpolation method
2. Unconstrained nonlinear introduction (I)
(1)Random jumping
(2)Random walk
(3)univariate method
12
1. 2. Unconstrained nonlinear introduction (II)
(4) Pattern search
(5) Rosenbrock’s method
(6) Simplex method
(7) Steepest descent method
13
1. Unconstrained nonlinear introduction (III)
(8) Conjugate gradient method
(9) Newton method, Quasi-N method
2. Engineering application
14
1. VisualDOC software introduction
2. Nonlinear constrained introduction (I)
(1) Penalty function
15
1. Nonlinear constrained (II)
(2) SLP method
(3) Feasible direction method
16
1. Nonlinear constrained (III)
(4) SQP method
17
1. Another optimization method introduction
18
1. Final presentation
http://www.ksu.edu.tw/
教學內容
一、使用教材(書名、作者、出版社)
Introduction to Optimum Design
JASBIR S. ARORA
McGRAW-HILL (台北圖書有限公司代理Tel：02-23625376
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02-23625376
end_of_the_skype_highlighting)
二、參考書目(書名、作者、出版社)
Optimization – Theory and Applications
S. S. Rao
Wiley Eastern
三、指定閱讀書籍(書名、作者、出版社)
四、教學方式
Course teaching
Computer practice
五、成績評量及標準
Class Attendance: 10% Middel Homework： 20% Final Homework： 20% Computer Program1： 20%
Computer Program2： 20% Final presentation: 10%
六、前置或延續學科
Engineering Mathmetic
Computer Program
Kun Shan University
※請遵守智慧財產權，不得非法影印。
http://www.ksu.edu.tw/