Essential MATLAB for Engineers and Scientists

Höfundur Brian Hahn; Daniel T. Valentine

Útgefandi Elsevier S & T

Snið ePub

Print ISBN 9780123943989

Útgáfa 5

Útgáfuár

1.890 kr.

Description

Efnisyfirlit

  • Cover image
  • Title page
  • Table of Contents
  • Copyright
  • Preface
  • Part 1: Essentials
  • Part I. Essentials
  • Chapter 1. Introduction
  • 1.1 Using MATLAB
  • 1.2 The desktop
  • 1.3 Sample program
  • Chapter 2. MATLAB Fundamentals
  • 2.1 Variables
  • 2.2 The workspace
  • 2.3 Arrays: Vectors and matrices
  • 2.4 Vertical motion under gravity
  • 2.5 Operators, expressions, and statements
  • 2.6 Output
  • 2.7 Repeating with for
  • 2.8 Decisions
  • 2.9 Complex numbers
  • Summary
  • Chapter exercises
  • Chapter 3. Program Design and Algorithm Development
  • 3.1 The program design process
  • 3.2 Programming MATLAB functions
  • Summary
  • Chapter exercises
  • Chapter 4. MATLAB Functions and Data Import-Export Utilities
  • 4.1 Common functions
  • 4.2 Importing and exporting data
  • Summary
  • Chapter exercises
  • Chapter 5. Logical vectors
  • 5.1 Examples
  • 5.2 Logical operators
  • 5.3 Subscripting with logical vectors
  • 5.4 Logical functions
  • 5.5 Logical vectors instead of elseif ladders
  • Summary
  • Chapter exercises
  • Chapter 6. Matrices and Arrays
  • 6.1 Matrices
  • 6.2 Matrix operations
  • 6.3 Other matrix functions
  • 6.4 Population growth: Leslie matrices
  • 6.5 Markov processes
  • 6.6 Linear equations
  • 6.7 Sparse matrices
  • Summary
  • Chapter exercises
  • Chapter 7. Function M-files
  • 7.1 Example: Newton’s method again
  • 7.2 Basic rules
  • 7.3 Function handles
  • 7.4 Command/function duality
  • 7.5 Function name resolution
  • 7.6 Debugging M-files
  • 7.7 Recursion
  • Summary
  • Chapter exercises
  • Chapter 8. Loops
  • 8.1 Determinate repetition with series for
  • 8.2 Indeterminate repetition with series while
  • Summary
  • Chapter exercises
  • Chapter 9. MATLAB Graphics
  • 9.1 Basic 2-D graphs
  • 9.2 3-D plots
  • 9.3 Handle Graphics
  • 9.4 Editing plots
  • 9.5 Animation
  • 9.6 Color etc.
  • 9.7 Lighting and camera
  • 9.8 Saving, printing and exporting graphs
  • Summary
  • Chapter exercises
  • Chapter 10. Vectors as Arrays and Other Data Structures
  • 10.1 Update processes
  • 10.2 Frequencies, bar charts, and histograms
  • 10.3 Sorting
  • 10.4 Structures
  • 10.5 Cell arrays
  • 10.6 Classes and objects
  • Summary
  • Chapter 11. Errors and Pitfalls
  • 11.1 Syntax errors
  • 11.2 Logic errors
  • 11.3 Rounding error
  • Summary
  • Chapter exercises
  • Part 2: Applications
  • Part II. Applications
  • Chapter 12. Dynamical Systems
  • 12.1 Cantilever beam
  • 12.2 Electric current
  • 12.3 Free fall
  • 12.4 Projectile with friction
  • Summary
  • Chapter exercises
  • Chapter 13. Simulation
  • 13.1 Random number generation
  • 13.2 Spinning coins
  • 13.3 Rolling dice
  • 13.4 Bacteria division
  • 13.5 A random walk
  • 13.6 Traffic flow
  • 13.7 Normal (Gaussian) random numbers
  • Summary
  • Chapter exercises
  • Chapter 14. Introduction to Numerical Methods
  • 14.1 Equations
  • 14.2 Integration
  • 14.3 Numerical differentiation
  • 14.4 First-order differential equations
  • 14.5 Linear ordinary differential equations (LODEs)
  • 14.6 Runge-Kutta methods
  • 14.7 A partial differential equation
  • 14.8 Other numerical methods
  • Chapter 15. Signal Processing
  • 15.1 Harmonic analysis
  • 15.2 Fast Fourier Transform (FFT)
  • Chapter 16. SIMULINK® Toolbox
  • 16.1 Mass-spring-damper dynamic system
  • 16.2 Bouncing ball dynamic system
  • 16.3 The van der Pol oscillator
  • 16.4 The Duffing oscillator
  • Chapter exercises
  • Chapter 17. Symbolics Toolbox
  • 17.1 Algebra
  • 17.2 Calculus
  • 17.3 Laplace and Z transforms
  • 17.4 Generalized Functions*
  • 17.5 Differential equations
  • 17.6 Implementation of funtool, MuPAD, and help
  • Chapter exercises
  • Appendix A. Syntax Quick Reference
  • A.1 Expressions
  • A.2 Function M-files
  • A.3 Graphics
  • A.4 if and switch
  • A.5 For and while
  • A.6 Input/output
  • A.7 load/save
  • A.8 Vectors and matrices
  • Appendix B. Command and Function Quick Reference
  • B.1 General purpose commands
  • B.2 Logical functions
  • B.3 Language constructs and debugging
  • B.4 Matrices and matrix manipulation
  • B.5 Mathematical functions
  • B.6 Matrix functions
  • B.7 Data analysis
  • B.8 Polynomial functions
  • B.9 Function functions
  • B.10 Sparse matrix functions
  • B.11 Character string functions
  • B.12 File I/O functions
  • B.13 Graphics
  • Appendix C. ASCII Character Codes
  • Appendix D. Solutions to Selected Exercises
  • Chapter 1
  • Chapter 2
  • Chapter 3
  • Chapter 4
  • Chapter 5
  • Chapter 6
  • Chapter 7
  • Chapter 8
  • Chapter 9
  • Chapter 11
  • Chapter 13
  • Chapter 14
  • Index
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