313x Filetype PDF File size 0.38 MB Source: www.lakeheadu.ca
Numerical Methods for Solving Systems of
Nonlinear Equations
by
Courtney Remani
Aproject submitted to the Department of
Mathematical Sciences in conformity with the requirements
for Math 4301 (Honour’s Seminar)
Lakehead University
Thunder Bay, Ontario, Canada
c
copyright
(2012-2013) Courtney Remani
Abstract
This Honours Seminar Project will focus on the numerical methods involved in solv-
ing systems of nonlinear equations. First, we will study Newton’s method for solving
multivariable nonlinear equations, which involves using the Jacobian matrix. Second, we
will examine a Quasi-Newton which is called Broyden’s method; this method has been
described as a generalization of the Secant Method. And third, to s solve for nonlin-
ear boundary value problems for ordinary differential equations, we will study the Finite
Difference method. We will also give an application of Newton’s method and the Finite
Difference method. Using the computer program Matlab, we will solve a boundary value
problem of a nonlinear ordinary differential system.
i
Acknowledgements
I would like to acknowledge and thank everyone who has been involved with this
project. I would like to express my sincere gratitude to my supervisor Dr. Liping Liu.
Without her knowledge, direction, guidance, and all of her help, this project would not
have been achieveable. I would also like to show a great deal of appreciation to my project
coordinator, Dr. Adam Van Tuyl. He has been a great professor to me over the years. I
would also like to acknowledge how thankful I am for my Mom and Dad. Without their
unconditional love and support, and always believing in me throughout the years, I would
not have been able to achieve a lot of my goals here at Lakehead University.
ii
Contents
Abstract i
Acknowledgements ii
Chapter 1. Introduction 2
Chapter 2. Preliminaries 3
Chapter 3. Newton’s Method 7
Chapter 4. Broyden’s Method 15
Chapter 5. Finite-Difference Method 18
Chapter 6. Matlab Application 24
Chapter 7. Conclusion 29
Appendix 31
Bibliography 35
iii
no reviews yet
Please Login to review.