MATLAB

Cover image
Title page
Table of Contents
Copyright
Preface
Motivation
Modifications in The Sixth Edition
Key Features
Layout of Text
Part 1: Introduction to Programming Using MATLAB
Part II: Advanced Topics for Problem Solving With MATLAB
Path Through the Book
Pedagogical Features
Additional Book Resources
MathWorks® Contact Information
Acknowledgments

Part 1: Introduction to Programming Using MATLAB®
Chapter 1: Introduction to MATLAB®
1.1: Getting into MATLAB
1.2: The MATLAB Desktop Environment
1.3: Variables and Assignment Statements
1.4: Numerical Expressions
1.5: Characters and Strings
1.6: Relational Expressions
1.7: Type Ranges and Type Casting
1.8: Built-in Numerical Functions
1.9: Using MAT-Files for Variables
1.10: Additional MATLAB Products
Summary

Chapter 2: Vectors and Matrices
Abstract
2.1: Vectors and Matrices
2.2: Vectors and Matrices as Function Arguments
2.3: Scalar and Array Operations on Vectors and Matrices
2.4: Logical Vectors
2.5: Matrix Operations and Matrix Properties
Summary

Chapter 3: Introduction to MATLAB Programming
Abstract
3.1: Algorithms
3.2: MATLAB Scripts
3.3: Input and Output
3.4: Scripts with Input and Output
3.5: Scripts to Produce and Customize Simple Plots
3.6: Introduction to File Input/Output (Load and Save)
3.7: User-Defined Functions that Return a Single Value
3.8: Local Functions in Scripts
3.9: Commands and Functions
3.10: Introduction to Live Scripts
Summary

Chapter 4: Selection Statements
Abstract
4.1: The if Statement
4.2: The if-else Statement
4.3: Nested if-else Statements
4.4: The Switch Statement
4.5: The “is” Functions in MATLAB
Summary

Chapter 5: Loop Statements and Vectorizing Code
Abstract
5.1: The for Loop
5.2: Nested for Loops
5.3: While Loops
5.4: Loops with Vectors and Matrices; Vectorizing
5.5: Timing
Summary

Chapter 6: MATLAB Programs
Abstract
6.1: More Types of User-Defined Functions
6.2: MATLAB Program Organization
6.3: Application: Menu-Driven Modular Program
6.4: Variable Scope
6.5: Debugging Techniques
6.6: Tasks in Live Scripts, Code Cells, and Publishing Code
Summary

Chapter 7: Text Manipulation
Abstract
7.1: Characters, Character Vectors, and String Arrays
7.2: Operations on Text
7.3: The “is” Functions for Text
7.4: Converting Between Text and Number Types
Summary

Chapter 8: Data Structures
Abstract
8.1: Cell Arrays
8.2: Structures
8.3: Advanced Data Structures
8.4: Sorting
Summary

Part 2: Advanced Topics for Problem Solving with MATLAB
Chapter 9: Data Transfer
Abstract
9.1: Writing and reading spreadsheet and csv files
9.2: Lower-Level File I/O Functions
9.3: Data Transfer with Web Sites
Summary

Chapter 10: Advanced Functions
Abstract
10.1: Variable Numbers of Arguments
10.2: Validating Function Arguments
10.3: Anonymous Functions and Function Handles
10.4: Uses of Function Handles
10.5: Nested Functions
10.6: Recursive Functions
Summary

Chapter 11: Introduction to Object-Oriented Programming and Graphics
Abstract
11.1: Object-Oriented Programming
11.2: Using Objects with Graphics and Plot Properties
11.3: User-Defined Classes and Objects
Summary

Chapter 12: Advanced Plotting Techniques
Abstract
12.1: Plot Functions and Customizing Plots
12.2: 3D Plots
12.3: Primitive Graphics Objects
12.4: Plot Applications
12.5: Saving and Printing Plots
Summary

Chapter 13: Sights and Sounds
Abstract
13.1: Image Processing
13.2: Introduction to Apps and Graphical User Interfaces
13.3: App Designer
13.4: Sound Files
Summary

Chapter 14: Advanced Mathematics
Abstract
14.1: Set Operations
14.2: Complex Numbers
14.3: Matrix Solutions to Systems of Linear Algebraic Equations
14.4: Symbolic Mathematics
14.5: Calculus: Integration and Differentiation
Summary

Chapter 15: Basic Machine Learning Algorithms and Concepts
Abstract
15.1: Preprocessing Data, Basic Workflow
15.2: Algorithms and Model Performance
15.3: Statistics and Machine Learning Toolbox™
Summary

Appendix I: MATLAB® Functions (Not Including Those Listed in the “Explore Other Interesting Features” Sections or in the “Data Science and Machine Learning Supplement” Sections)
Appendix II: MATLAB® and Simulink Toolboxes
Index