Mathematical Modeling using MATLAB

Published By IRA Publications
Subject: Engineering
Category: Academic
Language: English
Authors:T. Arumuga Maria DeviV. I. Mebin Jose
Email Book Details
e-Book
Buy ₹150.00
Mathematical Modeling using MATLAB
Published By IRA Publications
Subject: Engineering
Category: Academic
Language: English
Authors:T. Arumuga Maria DeviV. I. Mebin Jose
Email Book Details
e-Book
Buy ₹150.00

This book is intended for students who are very much interested to learn more about MATLAB and to use it for problem solving. Be it a small project or an application oriented implementation in the field of medicine, security, communication, networking etc, this book will certainly prove to be an effective source of aid to the student or academician. This book will guide students to understand about the basics of MATLAB up to deploying mathematical models in it by means of programming effectively. Examples for programming in MATLAB are included in this book so that the reader can capably practice as he surfs through the book. The reader will surely find the book useful and interesting. 

We present this book with the anticipation that someone in the near future will surely be benefitted and able to continue in programming MATLAB with less toil and more passion towards his/her goal. 

CONTENTS

Introduction 

  • About this tutorial 
  • About MATLAB 
  • MATLAB M-Book 
  • Getting help with MATLAB commands 
  • Getting started with MATLAB 
  • Vectors and matrices in MATLAB 
  • More about M-Books 
  • Simple graphics in MATLAB 
  • Symbolic computation in MATLAB 
  • Manipulating functions in MATLAB 
  • Saving your MATLAB session 
  • About the rest of this tutorial 

Chapter 1: Classification of differential equations 

Chapter 2: Models in one dimension 
Section 2.1: Heat flow in a bar; Fourier's Law 

  • Solving simple boundary value problems by integration 
  • The MATLAB solve command 

Chapter 3: Essential linear algebra 
Section 3.1 Linear systems as linear operator equations 
Section 3.2: Existence and uniqueness of solutions to Ax=b 
Section 3.3: Basis and dimension 

  • Symbolic linear algebra 
  • Programming in MATLAB, part I 
  • Defining a MATLAB function in an M-file. 
  • Optional inputs with default values 
  • Comments in M-files
  • M-files as scripts 

Section 3.4: Orthogonal bases and projection 

  • Working with the L2 inner product 

Section 3.5: Eigenvalues and eigenvectors of a symmetric matrix 

  • Numerical eigenvalues and eigenvectors 
  • Symbolic eigenvalues and eigenvectors 
  • Review: Functions in MATLAB 

Chapter 4: Essential ordinary differential equations 
Section 4.1: Solutions to some simple ODEs 

  • Second-order linear homogeneous ODEs with constant coefficients 
  • A special inhomogeneous second-order linear ODE 
  • First-order linear ODEs 

Section 4.2: Linear systems with constant coefficients 

  • Inhomogeneous systems and variation of parameters 
  • Programming in MATLAB, Part II 
  • Conditional execution 
  • Passing one function into another 

Section 4.3: Numerical methods for initial value problems 

  • Programming in MATLAB, part III 
  • Efficient MATLAB programming 
  • More about graphics in MATLAB 

Chapter 5: Boundary value problems in statics 
Section 5.1: Introduction to the spectral method; eigenfunctions 
Section 5.2: The Galerkin method 

  • Computing the stiffness matrix and load vector in loops 

Section 5.3: Piecewise polynomials and the finite element method 

  • Computing the load vector 
  • Computing the stiffness matrix 
  • The nonconstant coefficient case 
  • Creating a piecewise linear function from the nodal values 
  • More about sparse matrices 

Chapter 6: Heat flow and diffusion 
Section 6.1: Fourier series methods for the heat equation 
Section 6.2: Finite element methods for the heat equation 

Chapter 7: First-Order PDEs and the Method of Characteristics 
Section 7.1: The simplest PDE and the method of characteristics 

  • Two-dimensional graphics in MATLAB 

Section 7.2: First-order quasi-linear PDEs 

Chapter 8: Problems in multiple spatial dimensions 
Section 8.1: Fourier series on a rectangular domain 
Section 8.2: Fourier series on a disk 

  • Graphics on the disk 

Chapter 9: More about Fourier series
Section 9.1: The complex Fourier series 
Section 9.2: Fourier series and the FFT 

Chapter 10: More about finite element methods 
Section 10.1 Implementation of finite element methods 

  • Creating a mesh 
  • Computing the stiffness matrix and the load vector 
  • Testing the code 
  • Using the code 

Bibliography

 

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