教學大綱與進度

課程基本資料：

學年期	課號	課程名稱	階段	學分	時數	修	教師	班級	人	撤	備註
111-2	317152	工程最佳化與應用	1	3.0	3	★	陳詩雯	機電所 自動化所 機械自動化外生專班	0	0	2週【停開】

教學大綱與進度：

教師姓名	陳詩雯　教師諮商時間(Office Hours)
Email	shihwen@mail.ntut.edu.tw
最後更新時間	2023-02-15 16:56:50
課程大綱	Engineering Optimization Concepts and Modeling, Linear Programming Methods, Nonlinear Programming Methods, Multi-objective Optimization, Introduction to Modern Mathematical Programming Techniques, and Optimization Case Study.
課程進度	Week1: Introduction Week2: Programming with MATLAB Week3：Basic math review Week4：Basics of optimization problems Week5 ： Open Methods Week6 ： One-dimensional Optimization Week7 ： Multidimensional Optimization Week8 ：Case study Week9 ：Mid-term project presentation Week10 ： Regression Week11 ： Intepolation Week12 ：Numerical Integration and differentiation Week13 ：Linear programming Week14 ：Nonlinear programming Week15 ：Unconstrain and Constrain Week16 ：Toolbox of MATLAB Week17 ：Optimization Case Week18 ：Final exam
評量方式與標準	- Homework: 40% - Mid-term project: 30% - Final exam: 30%
使用教材、參考書目或其他	【遵守智慧財產權觀念，請使用正版教科書，不得使用非法影印教科書】 使用外文原文書：是 1. Steven C. Chapra, Applied Numerical Methods with MATLAB for Engineers and Scientists, McGraw Hill, 2017. 2. P. Venkataraman, Applied Optimization with MATLAB programming, Wiley, 2009. 3. William J. Palm III, Introduction to MATLAB for Engineers, McGraw Hill, 2012.
課程諮詢管道	Email: shihwen@mail.ntut.edu.tw Office Hours: Friday 13:30-17:30 Integrate Technology Complex, Room B09-1
課程對應SDGs指標
課程是否導入AI
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