| 課程名稱 Course Title |
(中文) 數值分析 (英文) Numerical Analysis |
開課單位 Departments |
資訊工程學系 | ||
| 課程代碼 Course No. |
I4650 | ||||
| 授課教師 Instructor |
陳俊銘 | ||||
| 學分數 Credit |
3.0 | 必/選修 core required/optional |
選修 | 開課年級 Level |
大四 |
| 先修科目或先備能力Course Pre-requisites：線性代數，微積分 | |||||
| 課程概述與目標 Course Overview and Goals： 圖學研究所需要的數學基礎，數值方法及分析 | |||||
| 教科書 Textbook |
自編教材 | ||||
| 參考教材 Reference |
W. H. Press, B. P. Flannery, S. A. Teukolsky, and W. T. Vetterling. Numerical Recipes in C. Cambridge University Press | ||||
| 課程大綱 Syllabus |
學生學習目標 Learning Objectives |
單元學習活動 Learning Activities |
學習成效評量 Evaluation |
備註 Notes |
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| 週 Week | 單元主題 Unit topic |
內容綱要 Content summary |
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| 1 | Floating Point Representation | IEEE 754 | learn the specifications of IEEE 754 |
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| 2 | Symbolic Computations | Using Maxima to solve Math Problems | Using Maxima to solve Math Problems |
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| 3 | Nonlinear Equations | techniques for solving nonlinear equations | Newton's method, Secant method, ... |
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| 4 | Polynomials | Polynomial: theory and applications | Polynomial: theory and applications |
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| 5 | ODE | ODE integration method | Euler's method |
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| 6 | Midterm Exam | secure learning objectives | secure learning objectives |
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| 7 | Optimization | techniques of optimization | Use these techniques in real applications |
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| 8 | Plucker coordinate | math for representating lines in R3 | math for representing lines in R3 |
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| 9 | Final exam | secure learning objectives | secure learning objectives |
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教學要點概述 Overview of Teaching Points： |