數值分析
Numerical Analysis
學期
109-1
學分
3
學分
當期課號
1004
永久課號
DEE2543
開課單位
電子工程學系
授課教師
林詩淳
校區
光復
類別
選修
上課時間表
| 節 | 週二 | 週五 |
|---|---|---|
5 13:20–14:10 | 數值分析 ED201 2 節連堂 | |
6 14:20–15:10 | ||
7 15:30–16:20 | 數值分析 ED201 |
* 根據陽明交大上課時間表所列
概述
Matlab programming and application to a variety of numerical problems. Motivate students on handling more challenging numerical tasks and obtain polished matlab skills.
先修科目
Calculus, Linear Algebra, Differential Equation
教學方式
https://e3new.nctu.edu.tw/my/
評分方式
Homework(20%), and two computer exams (40%).
週次計畫
| 週次 | 主題 |
|---|---|
| 第 1 週 | Introduction on Matlab and Numerical methods |
| 第 2 週 | Approximations & errors, Roots of equation- closed methods |
| 第 3 週 | Solving Linear equations: Gauss Elimination |
| 第 4 週 | Solving Linear equations: Pivoting, Scaling, LU Decomposition |
| 第 5 週 | Solving linear equation: interactive methods, norm, applications |
| 第 6 週 | Solving nonlinear equation: Newton Raphson method |
| 第 7 週 | Solving nonlinear equation: applications |
| 第 8 週 | Solving ordinary differential equations (ODE): Euler & Runge-Kutta methods, initial value problem |
| 第 9 週 | Solving ordinary differential equations (ODE): stiffness, boundary value problem and application |
| 第 10 週 | Solving ordinary differential equations (ODE): stiffness, boundary value problem and application |
| 第 11 週 | Curve Fitting: least-squares regression |
| 第 12 週 | Curve Fitting: interpolation Fourier approximation and application |
| 第 13 週 | Curve Fitting: applications |
| 第 14 週 | Solving partial differential equations (PDE): elliptic equation |
| 第 15 週 | Solving partial differential equations (PDE): parabolic equation and FEM |
| 第 16 週 | Numerical integration |
| 第 17 週 | Numerical integration |
教科書
Applied Numerical Methods with MATLAB 4/e / Chapra
Office Hours
- 地點
- ED503
- 時間
- By appointment
- 聯絡方式
- hdtd5746@gmail.com