hirota bilinear computation of multi soliton...
TRANSCRIPT
HIROTA BILINEAR COMPUTATION OF MULTI SOLITON SOLUTIONS
KORTEWEG de VRIES EQUATION
ANNIZA BINTI HAMDAN
UNIVERSITI TEKNOLOGI MALAYSIA
HIROTA BILINEAR COMPUTATION OF MULTI SOLITON SOLUTIONS
KORTEWEG de VRIES EQUATION
ANNIZA BINTI HAMDAN
A thesis submitted in partial fulfilment of the requirements for the award of Master of
Science (Mathematics).
Faculty of Science
Universiti Teknologi Malaysia
2014
iv
To my beloved family
A very understanding mother, Jamaliah Hassan
A supportive husband, Mohammad Misrul Ain
and my child, Muhammad Ian Shaheem
To all my dearest friends
and
To my thoughtful supervisor
Assoc. Prof. Dr. Ong Chee Tiong
v
ACKNOWLEDGEMENT
First of all, I would like to express my deepest appreciation to my supervisor,
Assoc. Prof. Dr. Ong Chee Tiong for his wonderful guidance and advice. His sharing on
ideas, knowledge and experiences had given me another view of this world which
completes one step achievement in my life.
I am grateful to have a very understanding and supportive mother, Jamaliah
Hassan for always by my side from the beginning of this journey. A special thanks to
my beloved husband for his moral supports and considerations all the way through
completing this research.
Furthermore, I would like to thanks my dear friends, on their sharing ideas in
preparing this thesis writing.
Last but not least, I wish to thank all those who had involved directly or indirectly in
bringing this text successful. Thank you for every single opinions and thoughts that had
been shared with me.
vi
ABSTRACT
Soliton is the solution of nonlinear partial differential equation that exists due to
the balance between nonlinearity and dispersive effects. The existence of these two
effects in Korteweg de Vries (KdV) equation enables us to obtain solitons solutions. The
purpose of this research is to obtain the multi soliton solutions of KdV equation by using
Hirota bilinear method. This method can produce the explicit expression for soliton
solutions of KdV equation. From these solutions, a general pattern of F function in
Hirota bilinear method is revealed. The amplitude of interacting soliton will determine
the phase shift pattern. Various interactive graphical outputs produced by MAPLE
computer programming can illustrate the solutions of these multi soliton up to eight-
soliton solutions of KdV equation.
vii
ABSTRAK
Soliton adalah penyelesaian bagi persamaan pembezaan separa tak linear yang
wujud akibat keseimbangan di antara kesan tak linear dan penyelerakan. Kewujudan dua
kesan ini dalam persamaan Korteweg de Vries (KdV) membolehkan kita untuk
mendapat penyelesaian soliton. Tujuan kajian ini adalah untuk mendapatkan
penyelesaian multi soliton bagi persamaan KdV dengan menggunakan kaedah Hirota
bilinear. Kaedah ini boleh menghasilkan ungkapan eksplisit bagi penyelesaian soliton
dalam persamaan KdV. Daripada penyelesaian ini, corak umum bagi fungsi F
didedahkan. Amplitud bagi soliton yang berinteraksi akan menentukan corak anjakan
fasa. Pelbagai paparan grafik yang interaktif dihasilkan melalui pengatucaraan komputer
MAPLE dapat memberi ilustrasi penyelesaian multi soliton sehingga lapan soliton
dalam persamaan KdV.
viii
TABLE OF CONTENT
CHAPTER TITLE PAGE
DECLARATION
DEDICATION
ACKNOWLEDGMENT
ABSTRACT vi
ABSTRAK vii
TABLE OF CONTENTS viii
LIST OF FIGURES x
LIST OF TABLES xiii
LIST OF ABBREVIATIONS/SYMBOLS xiv
1 INTRODUCTION
1.0 Introduction
1.1 Preface
1.2 Background of Study
1.3 Problem Statement
1.4 Objectives of Study
1.5 Scope of Study
1.6 Significance of Study
1
1
2
3
4
4
5
2 LITERATURE REVIEWS
2.0 Introduction
2.1 Soliton theory and discovery of Korteweg de Vries
(KdV) equation
6
6
ix
2.2 Methods applied in solving Korteweg de Vries (KdV)
equation in solitons
2.3 Hirota bilinear method
2.4 Solitons Interaction and Phase Shift
9
14
18
3 SOLUTIONS OF KdV EQUATION
3.0 Introduction
3.1 One-Soliton Solution of KdV Equation
3.2 Two-Soliton Solution of KdV Equation
4.2.1 Phase Shift of Two-Soliton Interaction
3.3 Multi Solitons Solutions
3.3.1 Three-Soliton Solution of KdV Equation
3.3.2 Four-Soliton Solution of KdV Equation
3.3.3 Five-Soliton Solution of KdV Equation
3.3.4 Six-Soliton Solution of KdV Equation
3.3.5 Seven-Soliton Solution of KdV Equation
3.3.6 Eight-Soliton Solution of KdV Equation
21
21
26
37
41
43
47
54
63
77
96
4 SUMMARY AND CONCLUSION
4.0 Introduction
4.1 Summary
4.2 Conclusion
4.3 Suggestions and Recommendations
125
125
126
127
REFERENCES
128
x
LIST OF FIGURES
FIGURE NO. TITLE PAGE
2.1 The wave profile of two colliding Korteweg de Vries
(KdV) solitons
10
2.2 Solution of KdV equation for one soliton, 11
2.3 Solution of KdV equation for two soliton,
11
2.4 Solution of KdV equation for three soliton,
and
12
2.5 A soliton collision via KdV equation 19
2.6 Asymptotic structure of M-soliton KdV solution in xt-
plane.
20
3.1 MAPLE coding to solve one-soliton solution of KdV
equation
24
3.2 Location of one-soliton at time, and
.
25
3.3 The 3D plot of one-soliton solution. 25
xi
3.4 MAPLE coding to solve two-solitons solution of KdV
equation.
35
3.5 Location of two-solitons solution at time,
and .
36
3.6 The 3D plot of two-solitons solution. 37
3.7 Phase shift pattern (represent by bold line) of two-
soliton solutions with negative and positive phase shift
respectively
38
3.8 Phase shift pattern of two-soliton interaction 38
3.9 Relationships of F function with phase shift pattern of
two-soliton solutions.
38
3.10 Contour plot of different values of first soliton
amplitude
40
3.11 Number of coefficient in F function according to N-
soliton developing Pascal triangle.
42
3.12 MAPLE coding to solve three-solitons solution of KdV
equation.
45
3.13 Location of three-solitons solution at time,
and .
46
3.14 The 3D plot of three-solitons solution. 47
3.15 MAPLE coding to solve four-solitons solution of KdV
equation.
51
3.16 Location of four-soliton solution at different time,
xii
and . 53
3.17 The 3D plot of four-solitons solution. 53
3.18 MAPLE coding to solve five-solitons solution of KdV
equation.
61
3.19 Location of five-soliton solution at different time,
and .
62
3.20 The 3D plot for five-solitons solution. 63
3.21 MAPLE coding to solve six-solitons solution of KdV
equation.
74
3.22 Location of six-soliton at different time,
and ..
75
3.23 The 3D plot for six-solitons solution. 76
3.24 MAPLE coding to solve seven-solitons solution of KdV
equation.
94
3.25 Location of seven-soliton at different time,
and .
95
3.26 The 3D plot for seven-solitons solution. 96
3.27 MAPLE coding to solve eight-solitons solution of KdV
equation.
122
3.28 Location of eight-soliton at different time,
and .
123
3.29 The 3D plot for eight-solitons solution. 124
xiii
LIST OF TABLES
TABLE NO. TITLE PAGE
3.0 The relationship of solitons amplitude towards its phase
shift in two-soliton solutions.
39
3.1 Combination of coefficients in multi solitons solutions. 43
3.2 The list of conditions test for six-soliton solution. 65
xiv
LIST OF ABBREVIATIONS/SYMBOLS
DNA - Deoxyribo Nucleic Acid.
KdV - Korteweg de Vries.
PDE - Partial Differential Equation.
2D - Two dimensional.
3D - Three dimensional.
- The elongation of the wave function with
variable and .
- Space domain.
- Time domain.
- The height of the peak.
- Speed of the wave.
- Phase shift of soliton.
- The depth of water.
- The gravitational acceleration.
- Amplitude of soliton.
- Existence of soliton wave
1
CHAPTER 1
INTRODUCTION
1.0 Introduction
This chapter introduces the topic chosen for the study. It presents the background
of study followed by the problem statement. The objectives of the study are listed and
the scope of the study is also discussed. The chapter ends with the significance of the
study.
1.1 Preface
The existence of solitary waves was first discovered by Scottish engineer, John
Scott Russell in year 1834 (Miin, 2012). It is called as solitary waves as it often occurs
as this single entity and is localized. He was observed this solitary wave phenomenon on
the Edinburgh Glasgow canal and called it ‘great wave translation’. Throughout this
phenomenon, he had performed some laboratory experiments and found that taller
waves travel faster and are narrower (Drazin and Johnson, 1989).
A breakthrough came later in the 19th
century, when Diederik Korteweg and
Gustav de Vries in year 1895 starting a hydrodynamic description, derived from a
nonlinear partial differential equation which had solutions in which the nonlinearity
2
is counterbalanced by a dispersive term which stabilizes the shape of solitary wave,
thereby vindicating John Scott Russell’s observations. The partial differential equation
arrived by Korteweg and de Vries’s reasoning had the same form as one previously
studied by Joseph Boussinesq in year 1871 (Riseborough, 2010).
In addition, Riseborough (2010) also stated that Zabusky and Kuskal had found
an amazing discovery in year 1965 by showing that, in continuum limit, the experiment
conducted by Fermi-Pasta-Ulam in year 1955 yielded the Korteweg de-Vries (KdV)
equation. They had found that although the equation was nonlinear, the solitary waves
described by Korteweg de Vries (KdV) equation appeared as if they did not interact with
each other. That is, after two solitons collide, they emerge with their shape and velocities
unchanged. The only signature of the collision was phase shift. Due to this particle-like
attributes of the wave pulse excitations of the Korteweg de Vries (KdV) equation,
Zabusky and Kuskal first introduced the term “soliton” to describe them.
As solitons can be interacting with each other, thus the study on these interacting
solitons had been conducted extensively by researchers since 1970s. According to Zhao
(2012), the sign and absolute value of velocity determine the propagation direction and
speed of soliton. He found that the propagation direction and behavior of these
interacting solitons followed the asymptotic forms.
1.2 Background of study
As mentioned above, the concept of the soliton was initiated by Zabusky and
Kuskal in year 1965. As the result, theory of the inverse scattering transform was
developed. Apart from that, many numerical studies were used to indicate the soliton
behavior towards nonlinear wave solutions. According to Drazin and Johnson (1989),
here are three main numerical methods which are finite difference method, finite
element method and spectral method.
3
The Korteweg de Vries equation can model the dynamics of solitary waves. The
KdV equation can be expressed as
This is a nonlinear partial differential equation where is the amplitude of the
wave, is the spatial term and , is the time evolution. The term is a dispersive
term and the term is a nonlinear term (Druitt, 2005).
Therefore, this research will investigate the analytical solution of KdV equation
by using Hirota bilinear method for multi soliton solutions. Hirota bilinear method was
introduced by Japanese researcher, Hirota in year 1971. This new direct method was
developed to construct multi soliton solutions to integrable nonlinear evolution equation.
The Hirota bilinear method turned out to be the fastest and easiest way to obtain the
results of KdV equation solution for multi soliton (Hietarinta, 1997).
Nowadays, most of the researchers applied Hirota bilinear method to further
revise on the multi soliton solutions. Yang and Mao (2008) had conducted a study on
soliton solution and interaction property by using the Hirota bilinear method. They had
found that in two solitons interactions, both solitons display the states before collision,
exhibit the impacted and superposed states in the interactive area and after collision the
solitons represent the identical states before collision. They also argued that from the
changes of amplitude and velocity, it shows that solitons interactions do not exchange
their physical quantities but undergo a phase shift.
1.3 Problem Statement
The Korteweg de Vries equation is a nonlinear partial differential equation that
can be solved numerically and analytically. However, to obtain the analytical solutions
of KdV equation is not easy. Several methods had been used earlier to obtain the
solutions of KdV equation. In this research, we will observe the soliton ladder of
4
solutions. We have to produce the permutation parameters of solitons interactions in
order to obtain all the eight soliton solutions of KdV equation. As these solutions are
difficult to calculate manually, thus we need a computer programming tools to derive the
function and produce the various graphical outputs for up to eight-soliton solutions of
KdV equation.
1.4 Objective of Study
The objectives of this research are:
1) to solve KdV equation analytically by using Hirota bilinear method.
2) to obtain the phase shift pattern in multi solitons solution of KdV equation.
3) to obtain the general pattern of F function for multi solitons solution of KdV
equation.
1.5 Scope of Study
This study focuses on the multi soliton solutions of KdV equation by Hirota
bilinear method that transforms the nonlinear partial differential equation into bilinear
equation via the transformation of dependent variable. Meanwhile, the explicit
expression of multi soliton solutions for KdV equation is obtained. The solutions will be
investigated up to eight-solitons and computer programming; MAPLE will be used to
obtain the graphical outputs of multi soliton solutions for KdV equation. The solution is
discussed until eight-soliton as KdV equation mostly applied for shallow water waves
which consist of ripple. Eight-soliton solutions already give a long calculation but it is
sufficient to be applied for multi soliton solutions. Besides that, the phase shift pattern of
two-soliton interaction is discussed in order to observe the relationship of amplitude
towards soliton phase shift. The general pattern of F function is explored as well as to
5
help us in determining the accurate function applied in solving multi soliton solutions of
KdV equation.
1.6 Significance of Study
In detail, this study will discuss the multi soliton solutions of KdV equation up to
eight-solitons. The Hirota bilinear method will be used to obtain these solutions of KdV
equation which developed from the concept of soliton. Thus, it can be applied in many
areas such as shallow water and deep water waves, fibre optics, DNA and protein, and
biological model.
The characteristics of KdV equation itself which are nonlinear and dispersive
could gives important thoughts in solving a critical phenomenon such as tsunami. The
balancing of the nonlinearity and dispersion effects in tsunami phenomenon is important
to understand the occurrence of wave’s dispersion near beaches as it travels in a long
distance. The travelling of tsunami waves which behaves like soliton can be modelled as
KdV equation.
Through this research, we will able to obtain the solution of multi soliton up to
eight-solitons which shows the soliton ladders of KdV equation by using Hirota bilinear
method. The phase shift pattern and general pattern of F function will gives another
thoughts which convenience others to solve multi soliton solutions.
128
REFERENCES
Backlund, A. and Weston, D. (2010). Analytical and Numerical Study of Soliton
Collisions. Degree Project in Engineering Physics, First Level. Royal Institute of
Technology.
Brauer, K. (2000). The Korteweg-de Vries Equation:History, exact solutions, and
graphical representation. University of Osnabrück. Germany.
Drazin, P.G. and Johnson, R.S. (1989). Solitons: an introduction. Cambridge University
Press.
Dimakis, A. and Muller-Hoissen, F. (2013). KdV Solitons Interactions: A Tropical
View. Physics and Mathematics of Nonlinear Phenomena 2013. Cornell
University Library.
Druitt, F. (2005). Hirota’s Direct Method and Sato’s Formalism in Soliton Theory.
Honour Thesis. University of Melbourne. Australia.
Eilbeck, C. (1995). John Scott Russell and the solitary wave. Heriot-Watt University.
Goldstein, P.P.(2007). Hints on the Hirota Bilinear Method. Acta Physica Polonica A.
Andrzej Soltan Institute. Poland.
Hietarinta, J. (2008). Hirota’s bilinear method and intergrability. Department of
Physics, University of Turku, FIN-20014 Turku, Finland.
Marchant, T.R. and Smyth, N.F.(1996). Soliton interaction for extended Korteweg-de
Vries equation. IMA Journal of Applied Mathematics,157-176. Oxford University
Press.
129
Mat Zin, S., Ariffin, W.N.M, and Hashim Ali, S.A. (2012). Simulation of Korteweg de
Vries Equation. International Journal of Modern Physics: Conference Series, 574-
580. World Scientific Publishing Company.
Miin, Y.H. (2012). Korteweg-de Vries Equation in the Modelling of Tsunami Wave.
Undergraduate Thesis. Universiti Teknologi Malaysia, Skudai.
Ong, C.T.,(1993). Various Aspects of Soliton Interactions. Master Degree Thesis.
Universiti Teknologi Malaysia, Skudai.
Riseborough, P.S. (2010). The Korteweg-de Vries equation: Its place in the development
of nonlinear physics. Philosiphical Magazine. Taylor and Francis.
Siti Zarifah Binti Sarif (2012). Multi Solitons Solutions of Korteweg de Vries (KdV)
Equation: Six Solitons. Master Thesis. Universiti Teknologi Malaysia. Skudai.
Peterson, P.(2001). Construction and decomposition of multi-soliton solutions of KdV
type equations. Research Report Mech. Institute of Cybernetics. Talinn University
of Technology.
Wadati, M.(2001). Introduction to solitons. Indian Academy of Sciences, Vol. 57,
pp.841-847. Pramana-Journal of Physics.
Wazwaz, A.M. (2008). The Hirota’s direct method for multiple-soliton solutions for
three model equations of shallow water waves. Applied Mathematics and
Computation 201, 489-503. Science Direct.
Yang, J.R., and Mao, J.J.(2008). Soliton solution and interaction property for a coupled
modified Korteweg-de Vries (mKdV) system. Chinese Physics B. IOP Publishing
Ltd.