MATLAB Primer: 8th Edition (Paperback) book cover

MATLAB Primer

8th Edition

By Timothy A. Davis

CRC Press

248 pages | 1 B/W Illus.

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pub: 2010-08-18
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Description

Highlighting the new aspects of MATLAB® 7.10 and expanding on many existing features, MATLAB® Primer, Eighth Edition shows you how to solve problems in science, engineering, and mathematics. Now in its eighth edition, this popular primer continues to offer a hands-on, step-by-step introduction to using the powerful tools of MATLAB.

New to the Eighth Edition

  • A new chapter on object-oriented programming
  • Discussion of the MATLAB File Exchange window, which provides direct access to over 10,000 submissions by MATLAB users
  • Major changes to the MATLAB Editor, such as code folding and the integration of the Code Analyzer (M-Lint) into the Editor
  • Explanation of more powerful Help tools, such as quick help popups for functions via the Function Browser
  • The new bsxfun function
  • A synopsis of each of the MATLAB Top 500 most frequently used functions, operators, and special characters
  • The addition of several useful features, including sets, logical indexing, isequal, repmat, reshape, varargin, and varargout

The book takes you through a series of simple examples that become progressively more complex. Starting with the core components of the MATLAB desktop, it demonstrates how to handle basic matrix operations and expressions in MATLAB. The text then introduces commonly used functions and explains how to write your own functions, before covering advanced features, such as object-oriented programming, calling other languages from MATLAB, and MATLAB graphics. It also presents an in-depth look at the Symbolic Toolbox, which solves problems analytically rather than numerically.

Reviews

This primer is a useful little booklet. It presents language features in a progressive manner, with the easy things first and more sophisticated features built onto these. … it also serves as a reference work and is a useful supplement to the online help that comes with MATLAB itself. … The presentation throughout is clear and concise, with the text enlivened by illustrative examples where appropriate. Altogether, the book is a complete course in MATLAB, including a careful introduction to object-oriented programming and other advanced and powerful features. I highly recommend this book to MATLAB users at all levels of expertise.

—J.C. Butcher, Computing Reviews, October 2011

After many years away from MATLAB, I am now picking it up again to do some research in signal processing strategies for cochlear implants. As I got into it, I realized that I had forgotten enough of the details as to be pretty useless so I got this book and started from scratch. I love this book! Extremely well written. I especially like the examples that the author intentionally ‘botched’ in order to make teaching points.

—J. Mark Elder, M.D., Ph.D., Aztek Networks, Inc, Boulder, Colorado, USA

Table of Contents

Getting Started

The MATLAB Desktop

Command window

Command history window

Current folder window

Workspace window

Help window

File exchange window

Variable editor window

Matrices and Matrix Operations

Referencing individual entries

Matrix operators

Matrix division (slash and backslash)

Entry-wise operators

Relational operators

Complex numbers

Strings

Submatrices and Colon Notation

Generating vectors

Accessing submatrices

MATLAB Functions

Constructing matrices

Scalar functions

Vector functions and data analysis

Matrix functions

The linsolve function

The find function

1-D indexing and the reshape function

Logical indexing

The bsxfun and repmat functions

M-Files

M-file editor window

Script files

Function files

Multiple inputs and outputs

Variable arguments

Unused arguments

Comments and documentation

The MATLAB path

Control Flow Statements

The for loop

The while loop

The if statement

The switch statement

The try/catch statement

Matrix expressions (if and while)

Infinite loops

Advanced Data Structures

Cell arrays

Structs

Sets

Other data types

Object-Oriented Programming

Object methods

Object inheritance and abstract classes

Object attributes

A more extensive example

Object handle classes

Advanced M-File Features

Function handles and anonymous functions

Name resolution

Error and warning messages

User input

Performance measures

Efficient code

Code Development Tools

Code analyzer (M-lint) report

Advanced editor features

TODO/FIXME report

Help report

Contents report

Dependency report

Profiler tool and coverage report

File and folder comparison tool

Calling C from MATLAB

A simple example

C versus MATLAB arrays

A matrix computation in C

MATLAB mx and mex routines

Online help for MEX routines

Larger examples on the web

Calling Fortran from MATLAB

Solving a transposed system

A Fortran mexFunction with %val

If you cannot use %val

Calling Java from MATLAB

A simple example

Encryption/decryption

Java class path

Calling your own Java methods

Loading a URL as a matrix

Two-Dimensional Graphics

Planar plots

Multiple figures

Graph of a function

Parametrically defined curves

Titles, labels, text in a graph

Control of axes and scaling

Multiple plots

Line types, marker types, colors

Subplots and specialized plots

Graphics hard copy

Three-Dimensional Graphics

Curve plots

Mesh and surface plots

Parametrically defined surfaces

Volume and vector visualization

Color shading and color profile

Perspective of view

Advanced Graphics

Handle graphics

Graphical user interface

Images

Sparse Matrix Computations

Storage modes

Generating sparse matrices

Computation with sparse matrices

Permutation vectors and matrices

Visualizing matrices

The Symbolic Math Toolbox

Symbolic variables

Calculus

Variable precision arithmetic

Numeric and symbolic substitution

Algebraic simplification

Two-dimensional graphs

Three-dimensional surface graphs

Three-dimensional curves

Symbolic matrix operations

Symbolic linear algebraic functions

Solving algebraic equations

Solving differential equations

Further MuPAD access

Polynomials, Interpolation, and Integration

Representing polynomials

Evaluating polynomials

Polynomial interpolation

Numeric integration (quadrature)

Solving Equations

Symbolic equations

Linear systems of equations

Polynomial roots

Nonlinear equations

Ordinary differential equations

Other differential equations

Displaying Results

Cell Publishing

Appendix A: The MATLAB Top 500

Appendix B: Desktop Tools and Development Environment

Appendix C: Data Import and Export

Appendix D: Mathematics

Appendix E: Data Analysis

Appendix F: Programming and Data Types

Appendix G: Object-Oriented Programming

Appendix H: Graphics

Appendix I: 3-D Visualization

Appendix J: GUI Development

Appendix K: External Interfaces

Appendix L: Symbolic Math Toolbox

Index

About the Author

Author

Timothy A. Davis is a professor in the Department of Computer & Information Science & Engineering at the University of Florida. A member of ACM, SIAM, IEEE, IEEE Computer Society, SIAM-SC, SIAM-OPT, and SIAM-CSE, Dr. Davis is an associate editor of both ACM Transactions on Mathematical Software and Computational Optimization and Applications.

Subject Categories

BISAC Subject Codes/Headings:
MAT000000
MATHEMATICS / General
MAT003000
MATHEMATICS / Applied