matlab数据分析报告(八月文摘二)(1)

matlab数据分析报告(八月文摘二)(2)

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matlab数据分析报告(八月文摘二)(3)

八悦文摘-MATLAB初识音频:00:0001:04

-- 1.什么是MATLAB --

MATLAB是matrix&laboratory两个词的组合,意为“矩阵工厂”,软件主要面对科学计算、可视化以及交互式程序设计的高科技计算环境。

MATLAB is a combination of the words matrix & laboratory, meaning "matrix factory", and the software is mainly exposed to the high-tech computing environment of scientific computing, visualization and interactive programming.

matlab数据分析报告(八月文摘二)(4)

它将数值分析、矩阵计算、科学数据可视化以及非线性动态系统的建模和仿真等诸多强大功能集成在一个易于使用的视窗环境中,为科学研究、工程设计以及必须进行有效数值计算的众多科学领域提供了一种全面的解决方案,并在很大程度上摆脱了传统非交互式程序设计语言的编辑模式。

It integrates powerful features such as numerical analysis, matrix computation, scientific data visualization, and modeling and simulation of nonlinear dynamic systems in an easy-to-use window environment, providing a comprehensive solution for scientific research, engineering design, and the many scientific fields where efficient numerical computations must be performed, and largely moving away from the editing mode of traditional non-interactive programming languages.

matlab数据分析报告(八月文摘二)(5)

matlab数据分析报告(八月文摘二)(6)

-- 2 重要功能--

MATLAB®: MATLAB 语言的单元测试框架·Trading Toolbox™: 一款用于访问价格并将订单发送到交易系统的新产品。

Financial Instruments Toolbox™: 赫尔-怀特、线性高斯和 LIBOR 市场模型的校准和 Monte Carlo 仿真。

Image Processing Toolbox™: 使用有效轮廓进行图像分割、对 10 个函数实现 C 代码生成,对 11 个函数使用 GPU 加速。

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MATLAB®: Unit Testing Framework for the MATLAB Language · Trading Toolbox™: A new product for accessing prices and sending orders to the trading system.

Financial Instruments Toolbox™: Calibration and Monte Carlo simulation of The Hull-White, Linear Gaussian and LIBOR market models.

Image Processing Toolbox™: Image segmentation with valid contours, C code generation for 10 functions, GPU acceleration for 11 functions.

matlab数据分析报告(八月文摘二)(8)

matlab数据分析报告(八月文摘二)(9)

-- 3.MATLAB的

强大处理--

MATLAB是一个包含大量计算算法的集合。其拥有600多个工程中要用到的数学运算函数,可以方便的实现用户所需的各种计算功能。函数中所使用的算法都是科研和工程计算中的最新研究成果,而且经过了各种优化和容错处理。在通常情况下,可以用它来代替底层编程语言,如C和C 。在计算要求相同的情况下,使用MATLAB的编程工作量会大大减少。MATLAB的这些函数集包括从最简单最基本的函数到诸如矩阵,特征向量、快速傅立叶变换的复杂函数。函数所能解决的问题其大致包括矩阵运算和线性方程组的求解、微分方程及偏微分方程的组的求解、符号运算、傅立叶变换和数据的统计分析、工程中的优化问题、稀疏矩阵运算、复数的各种运算、三角函数和其他初等数学运算、多维数组操作以及建模动态仿真等。

matlab数据分析报告(八月文摘二)(10)

MATLAB is a collection of computational algorithms with a large number of calculations. It has more than 600 mathematical functions to be used in the project, which can easily implement the various calculation functions required by users. The algorithms used in the functions are the latest research results in scientific research and engineering calculations, and have undergone various optimizations and fault tolerance. In general, it can be used in place of low-level programming languages such as C and C . In the case of the same computational requirements, the programming effort using MATLAB is greatly reduced. These sets of matlab functions range from the simplest and most basic functions to complex functions such as matrices, eigenvectors, and fast Fourier transforms. The problems that functions can solve include matrix operations and systems of linear equations, solutions to groups of differential and partial differential equations, symbolic operations, Fourier transformations and statistical analysis of data, optimization problems in engineering, sparse matrix operations, various operations on complex numbers, trigonometric functions and other elementary mathematical operations, multidimensional array operations, and dynamic modeling simulations.

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matlab数据分析报告(八月文摘二)(11)

matlab数据分析报告(八月文摘二)(12)

--4.MATLAB计算数学--

利用MATLAB计算数学的方方面面。以下是一些常用的数学计算,它最常用于:

1.矩阵和阵列处理

2.2-D和3-D绘图和图形·线性代数·代数方程组·非线性函数·统计·数据分析

3.微积分和微分方程·数值计算·积分·变换

4.曲线拟合

5.各种其它的特殊功能

matlab数据分析报告(八月文摘二)(13)

Use MATLAB to calculate all aspects of mathematics. Here are some commonly used mathematical calculations that are most commonly used:

1. Matrix and array processing

2.2-D and 3-D plotting and graphing, linear algebra, algebraic systems, nonlinear functions, statistics, data analysis

3. Calculus and differential equations, numerical calculations, integrations, transformations

4. Curve fitting

5. Various other special features

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-- 5.MATLAB

的用途--

MATLAB被广泛用来作为计算工具在科学和工程涵盖领域物理,化学,数学和工程流。它在一定范围内的应用,包括:信号处理和通信、图像和视频处理、控制系统、测试和测量、计算金融、计算生物等方面。

matlab数据分析报告(八月文摘二)(15)

MATLAB is widely used as a computational tool in science and engineering covering the fields of physics, chemistry, mathematics and engineering streams. It has a range of applications, including: signal processing and communications, image and video processing, control systems, test and measurement, computational finance, computational biology.

matlab数据分析报告(八月文摘二)(16)

-- 6.系统结构--

MATLAB系统由MATLAB开发环境、MATLAB数学函数库、MATLAB语言、MATLAB图形处理系统和MATLAB应用程序接口(API)五大部分构成。

1.开发环境

MATLAB开发环境是一套方便用户使用的MATLAB函数和文件工具集,其中许多工具是图形化用户接口。它是一个集成的 用户工作空间,允许用户输入输出数据,并提供了M文件的集成编译和调试环境,包括MATLAB桌面、命令窗口、M文件编辑调试器、MATLAB工作空间和在线帮助文档。

2.数学函数

MATLAB数学函数库包括了大量的计算算法。从基本算法如四则运算、三角函数,到复杂算法如矩阵求逆、快速傅里叶变换等。

3.语言

MATLAB语言是一种高级的基于矩阵/数组的语言,它有程序流控制、函数、数据结构、输入/输出和面向对象编程等特色。用这种语言能够方便快捷建立起简单运行快的程序,也能建立复杂的程序。

4.图形处理

图形处理系统使得MATLAB能方便的图形化显示向量和矩阵,而且能对图形添加标注和打印。它包括强大的二维三维图形函数、图像处理和动画显

5.程序接口

MATLAB应用程序接口是一个使MATLAB语言能与C、Fortran等其它高级编程语言进行交互的函数库。该函数库的函数通过调用动态链接库实现与MATLAB文件的数据交换,其主要功能包括在MATLAB中调用C和Fortran程序,以及在MATLAB与其它应用程序间建立客户、服务器关系。

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1. Development environment

The MATLAB development environment is a user-friendly set of MATLAB functions and file tools, many of which are graphical user interfaces. It is an integrated user workspace that allows users to input and output data and provides an integrated compilation and debugging environment for M files, including matlab desktop, command window, M file editing debugger, MATLAB workspace, and online help documentation.

2. Mathematical functions

The MATLAB library of mathematical functions includes a large number of computational algorithms. From basic algorithms such as four-rule operations and trigonometric functions, to complex algorithms such as matrix inverse, fast Fourier transform, etc.

3. Language

MatLAB is an advanced matrix/array-based language that features program flow control, functions, data structures, input/output, and object-oriented programming. Using this language makes it easy and quick to build simple and fast programs, as well as complex programs.

4. Graphics processing

The graphics processing system makes it easy for MATLAB to graphically display vectors and matrices, and to add annotations and prints to graphics. It includes powerful 2D 3D graphics functions, image processing, and animation displays.

5. Program interface

The MATLAB API is a library that enables the MATLAB language to interact with other high-level programming languages such as C and Fortran. The library's functions enable data exchange with MATLAB files by calling the dynamic link library, and its main functions include calling C and Fortran programs in MATLAB, as well as establishing client-server relationships between MATLAB and other applications.

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