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課程大綱及進度表

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課程大綱及進度表

開課系所

應數碩

開課學年

101

開課學期

1

課程名稱(中文)

數值分析(一)

課程名稱(英文)

NUMERICAL ANALYSIS(1)

課程碼

L150710

分班碼

先修科目或先備能力

微積分,線性代數,高等微積分,

微分方程

學分數

3

開課教師

侯世章

e-mail

schou@mail.ncku.edu.tw

電話

65139

Office Hours

預約

課程概述

這個課程主要是從數學的觀點來 探討科學計算碰到的演算法。

教學目標

讓學生理解各個數值方法背後的 數學理論

授課課程大綱明細

 Solution of Nonlinear Equations

o Bisection Method o Newton’s Method o Secant Method

o Fixed Points and Functional Iteration

o Computing Zeros of Polynomicals

 Approximationg Functions o Polynomial Interpolation

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o Divided Difference o Hermite Interpolation o Spline Interpolation o Best Approximation:

Least-Squares Theory

o Best Approximation: Chebyshev Theory

o Trigonometric Interpolation o Fast Fourier Transform

 Numerical Differentiation and Integration

o Numerical Differentiation and Richardson Extrapolation o Numerical Integration Based on

Interpolation o Gaussian Quadrature

 Numerical Solution of Ordinary Differential Equations

o Taylor Series Method o Runge-Kutta Methods o Multistep Methods

o Local and Global Errors:

Stability

o Boundary Value Problems: Shooting Methods

o Boundary Value Prolems: Finite Difference Methods

o Boundary Value Problems:

Collocation Methods

o Linear Differntial Equations

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o Stiff Equations

參考書目

 Numerical Analysis, by Kincaid and

Cheney

 Numerical Analysis, by Burden and Faires

 Elementary Numerical Analysis ,by Atkinson and Han

課程要求

評量方式

期中和期末考各佔 50%

課程網址

助教資訊

備註

參考文獻

相關文件

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R.L.Burden ,Wadsworth Group Brooks/Cole 2、Elementary Numerical Analysis,Kendall Atkinson.. John Wiley

calculation of real cohomology groups using differential forms (de Rham theory), and applications such as the Poincare-Hopf theorem relating the Euler number of a manifold and the

Herstein, Abstract Algebra, 3 rd Edition..

 Critical Points; Extreme

教學目標 We expect to grab the basic idea and concept of calculus for one variable function, then to extend those to functions of several variables... 授課課程大綱明細 Ch1:

[r]

參考書目 Introduction to Finite Fields and their Applications, 2 nd Edition (Rudolf Lidl and Harald Niederreiter) 課程要求