0790 - 數值分析 英授 Taught in English

Numerical Analysis

教育目標 Course Target

To introduce modern approximation techniques; to explain how, why, and when they can be expected to work; and to provide a foundation for further study of numerical analysis and scientific computing.

To introduce modern approximation techniques; to explain how, why, and when they can be expected to work; and to provide a foundation for further study of numerical analysis and scientific computing.

課程概述 Course Description

課程概述
Round-off error; algorithms and convergence; the bisection method; the
fixed-point iteration; the Newton method; accelerating convergence; the
Muller method; Lagrange interpolation; Newton divided differences; Hermite
interpolation; cubic spline interpolation; numerical differentiation;
Richardson extrapolation; numerical integration; composite numerical
integration; Romberg integration; Gaussian quadrature; adaptive quadrature
method; initial value problem; the Euler method; higher-order Taylor method;
the Runge-Kutta methods and so on.

Course Overview
Round-off error; algorithms and convergence; the bisection method; the
fixed-point iteration; the Newton method; accelerating convergence; the
Muller method; Lagrange interpolation; Newton divided differences; Hermite
Interpolation; cubic spline interpolation; numerical differentiation;
Richardson extrapolation; numerical integration; composite numerical
integration; Romberg integration; Gaussian quadrature; adaptive quadrature
method; initial value problem; the Euler method; higher-order Taylor method;
the Runge-Kutta methods and so on.

參考書目 Reference Books

Numerical Methods, 4th edition, J. Douglas Faires/Richard Burden
2013, 2003, 1998 Brooks/Cole, Cengage Learning

Numerical Methods, 4th edition, J. Douglas Faires/Richard Burden
2013, 2003, 1998 Brooks/Cole, Cengage Learning

評分方式 Grading

評分項目
Grading Method
配分比例
Percentage
說明
Description
期中期末考
Midterm final exam
50
成果報告
Results Report
40 共四次
出席及上台解題
Attendance and on stage to explain the questions
10

授課大綱 Course Plan

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課程資訊 Course Information

基本資料 Basic Information

  • 課程代碼 Course Code: 0790
  • 學分 Credit: 0-3
  • 上課時間 Course Time:
    Monday/3,4,Friday/3,4[ST520]
  • 授課教師 Teacher:
    胡馨云
  • 修課班級 Class:
    應數系3
  • 選課備註 Memo:
    程式語言達50分可修
選課狀態 Enrollment Status

目前選課人數 Current Enrollment: 56 人

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