Nguồn ngoài

Matlab and Octave Programming for STEM Applications (Smith)

Textbook Matlab/Octave Programming for STEM Applications. This text emphasizes practical applications of MATLAB in engineering, physics, mathematics and biology. Intended for California ENGR C-ID 220

Engineering

Tác giả: Cary Smith
Nhà xuất bản: Oxnard College
Nguồn: LibreTexts
Giấy phép: CC BY-NC-SA
Ngôn ngữ: EN
Danh mục: Công nghệ thông tin

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Mục lục· 214 mục

01: Modeling Simulation and MATLABs Interpreter
1.01: Obtaining MATLAB and Octave
1.02: Modeling
1.03: A Glorified Calculator
1.3.01: log() round() floor() and ceil() functions
1.3.02: Trigonometry Functions
1.04: MATLAB User Interface
1.05: Octave User Interface
1.06: Variables and Assignment Statements
1.6.01: More About Valid Variable Names
1.07: Clearing the Workspace Readability Tips
1.08: Errors
1.09: Built-in Function Documentation
1.10: Chapter Review
1.11: Chapter 1 videos English and Espanol
1.12: Exercises
02: MATLAB Octave Scripts
2.01: How to Create a Script File and Valid File Names
2.02: Your First Script
2.2.01: .mlx Live Editor Files
2.03: Examples of assignment scripts
2.04: Why Scripts
2.05: The Fibonacci Sequence
2.06: Floating-Point Numbers
2.07: Scientific Notation for Large and Small Numbers
2.08: Number formats
2.09: Complex Numbers
2.10: Script Comments
2.11: Script Documentation
2.12: Assignment and Equality
2.13: Understanding Editor Warning and Error messages
2.14: Debugging Directory Errors
2.15: Chapter Review
2.16: Chapter 2 Scripts videos English and Espanol
2.17: Exercises
2.17.01: More Exercises
03: for Loops Ploting Points Sequences and Series
3.01: Updating Variables
3.02: Bug Taxonomy
3.03: Absolute and Relative Error
3.04: for Loops
3.4.01: for Loop Supplemental Material
3.05: Plotting Points
3.5.01: Create a 2D x-y Sine-Wave Plot with a for Loop
3.06: Sequences
3.6.01: Sequences Additional Material
3.07: Series
3.7.01: Series Additional Material
3.08: Generalization
3.09: Incremental Development
3.10: for Loop Incremental Development Exercise
3.11: Chapter Review
3.12: Chapter 3 for loop Videos in English and Espanol
3.13: Exercises
04: Vectors
4.01: Creating Vectors
4.02: Methods to Create Vectors in MATLAB
4.03: Vector Arithmetic
4.04: Selecting Elements
4.05: Indexing Errors
4.06: Vectors and Sequences
4.07: disp() and num2str() Functions and Concatenation
4.08: Plotting Vectors
4.8.01: Plotting Vectors Additional Material
4.09: Recursive for Loops
4.10: Common Vector Operations
4.11: Common Vector Functions
4.12: Chapter Review
4.13: Chapter 4 Vector Videos In English and Espanol
4.14: Exercises
05: User-Defined Functions
5.01: Name Collisions
5.02: Defining Functions
5.2.01: Function Case Study (Lambert)
5.03: Function Documentation
5.04: Naming Functions
5.4.01: Function Names and MATLAB Keywords
5.05: Functions With Multiple Input Variables
5.5.01: Multiple Inputs Examples and Exercises
5.5.02: Mutiple Inputs Example- Ideal Gas law (Lambert)
5.06: Functions with Multiple Outputs
5.07: Matlab Functions with No Inputs
5.08: Matlab Functions with No Outputs
5.09: Matlab Functions with No Inputs and No Outputs
5.10: Functions with variable numbers of inputs or outputs
5.11: How Functions Work
5.12: Chapter Review
5.13: Chapter 5 Function videos English and Espanol
5.14: Exercise
06: Conditionals Part 1
6.01: Relational Operators
6.1.01: Relational Operators Summary
6.1.02: Octave vs. MATLAB--not equal end endif endfunction
6.02: if Statement
6.03: if else elseif
6.04: Incremental Development
6.05: Logical Functions
6.06: Nested for Loops
6.07: Putting It Together
6.08: Encapsulation and Generalization
6.09: Adding a continue Statement
6.10: Chapter Review
6.11: Chapter 6 if-logic videos English and Espanol
6.12: Exercise
07: Conditionals Part 2- Series Switch Logic Error Checking and While Loops
7.01: if elseif else with Error Checking
7.02: Flowcharts
7.03: The input() Function
7.04: Compound Logical Operators
7.4.01: Compound if elseif Logic Examples
7.05: Working with Conditions
7.06: Shortcut and or Logical Operations
7.07: for loops with break Logic
7.08: 'while' Loops
7.09: 'switch' Logic
7.10: The find() function
7.11: Chapter 7 Conditionals Part 2 Videos English and Espanol
08: User-defined Functions of Vectors
8.01: Functions and Vectors
8.1.01: Built-in MATLAB Functions of Vectors
8.1.02: User-Defined Functions of Vectors Examples and Exercises
8.02: Computing with Vectors
8.03: Debugging in Four Acts
8.3.01: Debugging Theorems all in 1 Place
8.04: Chapter Review
8.05: Chapter 8 Function Videos English and Espanol
09: MATLAB Random Number and Statistics Functions
9.01: MATLAB Random Number Functions
9.02: MATLAB Statistics Functions
9.03: Statistical Plots
9.04: Random Number Applications
9.05: Chapter 9 Random Number Videos English and Espanol
10: Interpolation and Curve Fitting
10.01: Linear Interpolation
10.1.01: Linear Interpolation Problem Set
10.02: Nonlinear Interpolation
10.03: Linear and Polynomial Curve Data Fitting
10.04: Polynomial Fitting Problem Set
10.05: Interactive Fitting Tools
10.06: Chapter 10 Curve Fitting Videos in English and Espanol
11: Zero Finding and Fourier Transforms
11.01: Solving Nonlinear Equations with fzero()
11.02: fzero() Examples and Exercises
11.03: Using fzero() to find the intersection of 2 functions
11.04: Subfunctions
11.05: Anonymous (or In-Line) Functions
11.06: Debugging- More Name Collisions
11.07: Fourier Transforms
11.08: Chapter Review
11.09: Chapter 11 Zero finding Videos English and Espanol
11.10: Exercises
12: MATLAB Matrices (Arrays)
12.01: Creating Matrices and Arrays
12.03: Common Matrix Functions
12.04: Matrix Indexing
12.05: Matrix Operations Introduction
12.06: Matrix Tables and Nested Loops
12.07: Dot Product
12.08: Cross Product and Torque
12.09: Chapter 12 Matrix Videos English and Espanol
13: Linear Algebra
13.01: Basic Matrix Multiplication
13.02: Matrix Multiplication Applications
13.03: Matrix Inverse Rank and Determinant
13.04: Solving Systems of Equations
13.05: Systems of Equations Examples and Exercises
13.06: Over-Determined Systems of Equations
13.07: Chapter 13 Linear Algebra Videos in English and Espanol
14: Advanced Plotting
14.01: scatter scatter3
14.02: Plot 3D Surface and Contour Plots
14.03: Advanced Plot Formatting
14.04: Log plots
14.05: Subplots
14.06: Chapter 14 Advanced Plotting Videos in English and Espanol
15: Formatted Input and Output
15.01: sprintf() and fprintf() Introduction
15.02: fprintf() to a file
15.03: Reading from an Excel file in MATLAB and Octave
15.04: Chapter 15 Videos English and Espanol
16: MATLAB Structures and Data Types
16.01: Numeric data types
16.02: Comparing Character Strings
16.03: table Data Type
16.04: struct Data Type
16.4.01: struct Examples and Exercises
16.05: cell array
16.06: Chapter 16 Data Types Videos in English and Espanol
17: Top-Down Design Agile Software Development and Object-Oriented Programming in MATLAB
17.01: Top-Down Design
17.02: Agile Software Development
17.03: Object-Oriented Programming Part 1
17.04: Object-Oriented Programming Part 2
17.05: Chapter 17 Videos in English and Espanol
18: Integration and Differentiation
18.01: Integration- Computing the Area Under a Curve
18.1.01: Problem Set
18.1.02: The integral() function
18.02: Numerical Differentiation
18.03: Chapter 18 Differentiation and Integration Videos in English and Espanol
19: Ordinary Differential Equations
19.01: Functions and Files
19.02: Differential Equations
19.03: Eulers Method
19.04: Implementing Eulers Method
19.05: Solving ODEs with ode45
19.5.01: ODE45 Examples and Exercises
19.06: Time Dependence
19.07: What Could Go Wrong
19.08: Labeling Axes
19.09: Chapter Review
19.10: Chapter 19 ODE Videos in English and Espanol
19.11: Exercise
20: Symbolic Processing