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课程内容及教学日历 (如授课语言以英文为主,则课程内容介绍可以用英文;如团队教学或模块教学,教学日历须注明
主讲人)
Course Contents (in Parts/Chapters/Sections/Weeks. Please notify name of instructor for course section(s), if
this is a team teaching or module course.)
MATLAB 概述
及其变量与数据
Introduction to MATLAB
Variable and data
1、 了解 MATLAB 的主要功能。熟悉 MATLAB 变量的命名,赋值语句,数据
的输出格式。
2、 矩阵的生成(标量,向量和矩阵的生成)
3、 数组运算(数组加法、减法、乘法、除法、乘方运算、数组的函数运
算、数组关系运算、数组逻辑运算)
4、 矩阵运算(加减法运算,转置,乘法,求逆)
数据的输入输出
1. Understand the main functions of MATLAB. Be familiar with the
MATLAB variable, assignment statement, data output format
2. Generation of matrix (scalar, vector and generation of
matrix)
3. Array operations (Array addition, subtraction,
multiplication, division, power operations, array function
operations and array logic operation)
4. Matrix operation (Addition and subtraction, transpose,
multiplication, inversion), Input and output of data
1. M 文件的建立与编辑
2. 程序控制流语句(顺序结构、循环结构- for 和 while 语句、条件分
支结构-if 和 break 语句, switch 语句)
3. 数据和文件的输入输出
4. 用户自定义函数
1. M file creation and edition
2. Program control flow statement (order structure, loop
structure, for and while structure, if, break and switch
function)
3. Input and output of data file
4. User defined function
MATLAB 绘图
Create figures with
MATLAB
1、 二维图形的绘制(常用二维图形绘图函数、图形的线型和颜色控制、
图形的标注、坐标轴的控制方法)
2、 三维图形的绘制(三维曲线的绘制、三维曲面的绘制)
3、 三维图形的精细处理(裁剪、色彩处理,光照处理)
4、 图像和动画
1. Create 2D figure (Command figure creation function, line
types and color, notation of figure and control of axis)
2. Create 3D figure (Drawing of 3D curve and drawing of 3D
surface)
3. Process 3D figure (Crop, color processing and light
treatment)
4. Images and animation
MATLAB 数据和数值计算
Data and numerical
computation with MATLAB
1、 多项式运算(多项式表达方式)
2、 代数方程求解(多项式方程求根;线型方程组求根;非线性方程组求
根)
3、 数据统计与分析(数据插值与拟合运算)
4、 函数的数值微分和积分运算
5、 微分方程的求解
6、 积分方程的求解
1. Polynomial operation (Polynomial expression)
2. Solving algebraic equations (Find roots of polynomial
equations, linear equations and nonlinear equations )