Advanced Guide to MATLAB, Practical Examples in Science and Engineering

راهنمای پیشرفته MATLAB، مثال های عملی در علوم و مهندسی

(Advanced Guide to MATLAB, Practical Examples in Sience and Engineering)

مشتمل بر 11 فصل، 375 صفحه، با فرمت pdf، همراه با تصاویر، به زبان انگلیسی، به ترتیب زیر گردآوری شده است:

• Chapter 1: History of Computers, Computer Languages and MATLAB
• Chapter 2: The Compiler
• Chapter 3: Numbers, Review of Matrices and Matrix Operations
• Chapter 4: Plotting Using MATLAB
• Chapter 5: Image Processing Using MATLAB
• Chapter 6: Animation, Sound and Movies Using MATLAB
• Chapter 7: Numerical Methods Using MATLAB
• Chapter 8: Unconstrained Single Variable Optimization Methods
• Chapter 9: Statistical Functions
• Chapter 10: Solved Problems
• Chapter 11: Dictionary of Additional Terms

در قسمت محتوای آموزش می توانید به مشخصات کلیه فصل ها دسترسی داشته باشید.

MATLAB Book	Artifical Neural Network - ANN	MATLAB Project

Advanced Guide to MATLAB, Practical Examples in Sience and Engineering مشتمل بر 11 فصل، 375 صفحه، با فرمت pdf، همراه با تصاویر، به زبان انگلیسی، به ترتیب زیر گردآوری شده است:

Chapter 1: History of Computers, Computer Languages and MATLAB

• The Beginning of Computing
• Random Access Memory (RAM)
• The Microprocessor
• Motherboard
• Server
• Algorithm
• Kernel
• Programming Languages
• High-Level Language and Assembly Language
• Simple Terms Related to Computers
• Steps to Execute a Program
• History of MATLAB
• The Script Files
• Help
• Storage Duration of a Variable
• Fun with MATLAB and Built-in Demos
• Few Useful Commands Features

Chapter 2: The Compiler

• What is a Compiler
• How Does a Compiler Work
• Interpreter and Compiler
• The MATLAB Compiler

Chapter 3: Numbers, Review of Matrices and Matrix Operations

• Arrays and Matrices
• Array Operations in MATLAB
• Integer Representation in Various Formats
• Defining a Variable in MATLAB
• Real Number
• Absolute Value
• ASCII, EBCDIC
• Infinity (∞)
• Imaginary Number
• Mantissa
• eps
• Hadamard Matrix
• Upper and Lower Triangular Matrix
• pi
• meshgrid
• Convert Decimal to Binary and Binary to Decimal, dec2bin, de2bi and bin2dec
• Ones’ Compliment
• Logical Operators &, |, ~ and xor
• Relational Operators
• The ‘:’ Operator
• Use of Temporary Variable for Sorting an Array
• Product of Two Matrices
• Determinant, Finding Determinant of a Square Matrix
• Transpose of a Matrix
• Eigenvalue and Eigenvector
• Palindromic Number, Reversing a Number, Palindrome
• Identity Matrix
• Sparse Matrix
• Rotation Matrix
• Translation Matrix
• trace
• fliplr

Chapter 4: Plotting Using MATLAB

• Plotting a Line
• Colors in MATLAB
• ginput
• plot and plot3
• figure
• Scatter Plot
• colordef
• Mesh Plot
• surf and surfc Plots
• The Barnsley’s Fern Problem
• A Cone
• A Paraboloid
• Contour Plots
• A Plane
• Cube

Chapter 5: Image Processing Using MATLAB

• Digital Image
• image (c)
• Create a Shadow to a Plot
• Children
• Shading
• FaceAlpha
• Giving Color and Transparency to Edges of a Figure
• Types of Axis
• Lighting and Material
• View
• Creating Plots Using Markers Filled with Colors and Having Varying Sizes
• Rotation of an Image
• pcolor
• Reading an Image From an URL
• Changing the Background Color Using Figure(‘color’,c)
• Convert a 8-bit RGB Image to a Grayscale Image
• camup
• rotate
• Colormaps
• RGB Image
• camlight
• Insert Ellipse, Annotation or Double Arrow in a Figure
• Saving an Image with a New Filename
• Obtaining Information About an Image File
• Variation of Colors with the Variation in the Values in the Array
• Add Line and Text to an Image
• Buckyball

Chapter 6: Animation, Sound and Movies Using MATLAB

• Animation
• drawnow
• handle
• Making Movies with MATLAB
• getframe
• Sound
• Audio Data

Chapter 7: Numerical Methods Using MATLAB

• Numerical Integration
• System of Linear Equations
• System of Non-Linear Equations
• Solving System of Equations Using MATLAB Function fsolve
• Interpolation
• Straight Line Fit Using Least Square Method
• Curve Fitting Using Built-In Functions polyval and polyfit
• Cubic Fit Using Least Square Method
• Finding Roots of a Polynomial
• Solution to Ordinary Differential Equations (ODEs)

Chapter 8: Unconstrained Single Variable Optimization Methods

• Bracketing Methods
• Region Elimination Methods
• Gradient-based Methods

Chapter 9: Statistical Functions

• Statistics
• Mean, Median, Mode and Range
• Standard Deviation, Variance
• erf (x), Error Function
• erfc(x), Complimentary Error Function
• Normal Distribution
• Normalization
• Representation of Union, Intersection, Exclusive or and Subtraction
• Pie Chart
• Bar Chart
• Histogram
• boxplot
• Random Numbers

Chapter 10: Solved Problems

Chapter 11: Dictionary of Additional Terms

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