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International journal of Chemistry, Mathematics and Physics (IJCMP) [Vol-1, Issue-1, May-Jun, 2017]
AI Publications ISSN: 2456-866X
www.aipublications.com Page | 68
Elzaki Decomposition Method for Solving
Epidemic Model
E.I. Akinola1
, F.O. Akinpelu2
, A.O. Areo1
. J.O. Oladejo2
1
Department of Mathematics and Statistics, Bowen University, Iwo.P.M.B. 284.Osun State.
2
Department of Pure and Applied Mathematics, LadokeAkintola University of Technology Ogbomoso. P.M.B. 4000, Oyo State
Abstract—This study investigate the application of Elzaki
Decomposition Method in finding the approximate solution
to the problem of the spread of a non-fatal disease in a
population which is assumed to have constant size over the
period of the epidemic. Epidemic models are nonlinear
system of ordinary differential equation that has no analytic
solution. The series solutions obtained by Elzaki
Decomposition are compared with the existing results in the
literatures; likewise, some plots were presented.The
obtained results validate the efficiency of the method.
Keywords—Adomian Decomposition, Approximate
Solution, Epidemic Model,Elzaki transform, Non-fatal
diseases.
I. INTRODUCTION
Epidemiology is the study of the distribution and
determinants of health-related states or events (including
disease)
Epidemic models of infectious diseases go back to Daniel
Bernoulli's mathematical analysis of smallpox in 1760 [1],
and they have been developed extensively since the early
1900s. Hundreds of mathematical models have been
published since, exploring the effects of bacterial, parasitic,
and viral pathogens on human populations [2-5].
There have been many advances in disease management
that have come from mathematical modelling.
Consider the problem of spreading of a non-fatal disease in
a population which is assumed to have constant size over
the period of the epidemic as considered in [6-10].
( )
( ) ( )
dx t
x t y t
dt
 
( )
( )
dz t
y t
dt

With the initial conditions
1 2 3(0) , (0) , ( )x N y N z t N  
Where,
( )x t implies susceptible population: those so far
uninfected and therefore liable to infection;
( )y t implies infective population: those who have the
disease and are still at large;
( )z t implies isolated population, or who have recovered
and are therefore immune
 implies rate of change of susceptible population to
infective population
 implies rate of change of infective population to immune
population
In this study, Elzaki transform is applied to obtain solution
of an epidemic model which is assumed to have constant
size over the period of the epidemic. Elzaki transform
method [11-14], is a powerful tool for solving some
differential and integral equation, and linear system of
differential and integral equation.This new integral
transform is a technique that used to solve linear differential
equations and integral equations, but this transform is
totally incapable of handling nonlinear equations because of
the difficulties that are caused by the nonlinear terms.
Elzaki transform operator is denoted by E[.] and is been
defined by the integral equation as:
Let ( )T v be Elzaki transform of the derivative of ( )f t .
Then:
International journal of Chemistry, Mathematics and Physics (IJCMP) [Vol-1, Issue-1, May-Jun, 2017]
AI Publications ISSN: 2456-866X
www.aipublications.com Page | 69
Adomian decomposition method can be easily applied to
many linear and nonlinear problems in sciences and
engineering fields [15-16]. The motivation of this paper is
to extend the analysis of the modified Elzaki transformation
method called Elzaki Decomposition Method (EDM) to
solve the epidemic problem and compare the result with the
one obtained in [6-10].
II. ANALYSIS OF ELZAKI DECOMPOSITION METHOD
Consider a general nonlinear differential equation
where L is the highest order linear differential operator, R is the linear differential operator of order less than L, N is the
nonlinear differential operator, U is the dependent variable, x is an independent variable and g(x) is the source term.
Apply Elzaki Transform to equation (5) to have
using the differentiation property of the Elzaki transform (4) in (6) to have
1
2 ( )
0
( )
(0) [ ( )] [ ( )] [ ( )] (7)
n
n k k
n
k
T v
v f E RU x E NU x E g x
v

 

   
further simplification of (7) gave
 
1
2 ( )
0
( ) (0) [ ( )] [ ( )] [ ( )] 0 (8)
n
n n k k n
k
T v v v f v E RU x E NU x E g x

 

    
where E denotes the Elzaki transform,
application of Elzaki inverse Transform on (8) yielded
 1
( ) ( ) [ [ ( )] [ ( )]] (9)n
U x G x E v E RU x S NU x
    
Where G(x) represents the term arising from the source term and the prescribed initial conditions.
The representation of the solution (9) as an infinite series is given below.
The nonlinear term is been decomposed as:
where nA are the Adomian polynomials of functions 0U , 1U , 2U … nU and can be calculated by formula given in [17] as:
International journal of Chemistry, Mathematics and Physics (IJCMP) [Vol-1, Issue-1, May-Jun, 2017]
AI Publications ISSN: 2456-866X
www.aipublications.com Page | 70
0 0
1
0,1,2,... (12)
!
n
i
n in
r
d
A N u n
n d 



 
  
   
  

substituting (10) and (11) into (9) yielded
1
1( ) ( ) [[ ( )] [ ]] (13)n
n n n
n o n o n o
U x G x E Ev R U x A
  


  
  
    
  
  
where
1
1 2 ( )
0
0
( ) ( ) (0) [ ( )] (14)
n
n n k k n
k
U x G x E v v U v E g x

  

  
    
  

and
 1
1
0 (15)
( ) [[ ( )] [ ]]n
n n n
n
U x E v E RU x A



     
when the Elzaki Transform and the Elzaki inverse Transform are applied on (15) respectively, the iteration 1U , 2U … nU were
obtained, which in turn gave the general solution as
0 1 2 3( ) ( ) ( ) ( ) ( ) ... (16)U x U x U x U x U x    
III. NUMERICAL APPLICATION
In order to have a direction comparison with [6-10], the following parameters are used for (1)
(0) 20, (0) 15, (0) 10, 0.01, 0.02x y z       .
Following the procedure enumerated in section 2, the series solution and the graph for the susceptible population, infective
population and isolated populationare respectively presented as:
2 3 4 5
6 7
( ) 20 3.0 0.045000 0.0280500 0.00079537500 0.0003165502500
0.0000125312512546 0.000003596014977 ... (17)
x t t t t t t
t t
      
 
2 3 4 5
6 7
( ) 15 2.7 0.018000 0.0281700 0.000654525000 0.0003191683500
0.00001146735675 0.000003628778853 ... (18)
y t t t t t t
t t
      
 
2 3 4 5
6 8 7
( ) 10 0.30 0.027000 0.00012000 0.000140850000 0.00000261810000
0.000001063894500 3.276387642*10 ... (19)
z t t t t t t
t t
      
 
International journal of Chemistry, Mathematics and Physics (IJCMP) [Vol-1, Issue-1, May-Jun, 2017]
AI Publications ISSN: 2456-866X
www.aipublications.com Page | 71
Fig.1: plot of three terms approximation for x(t), y(t) and
z(t) versus time
Fig.2: plot of four terms approximation for x(t), y(t) and z(t)
versus time
Fig.3: plot of five terms approximation for x(t), y(t) and z(t)
versus time
Fig.4: plot of six terms approximation for x(t), y(t) and z(t)
versus time
The series solution and the graphical presentation above are
in perfect agreement with the results obtained in [10-14],
and from the graph it can be seen clearly that during the
period of epidemic with a constant population as the
number of susceptible individual decreases so also the
International journal of Chemistry, Mathematics and Physics (IJCMP) [Vol-1, Issue-1, May-Jun, 2017]
AI Publications ISSN: 2456-866X
www.aipublications.com Page | 72
number of infectious individual increases and vice versa
while the number of immune individual increases.
IV. CONCLUSION
In this study, Elzaki Decomposition Method has been
successfully employed to obtain an accurate solution to the
problem of epidemic model without any difficulty. The
results obtained are in complete agreement with Adomian
Decomposition Method, Homotopy Perturbation Method,
Variational Iteration Method and Differential Transform
Method, this show that EDM is efficient, effective and
accurate.
REFERENCES
[1] Bernoulli D: Essaid'une nouvelle analyse de la
mortalitécausée par la petite vérole. Mém Math
PhysAcad Roy Sci Paris.1760, 1: 1-45.
[2] A.G. Carmichael, A.M. Silverstein, Smallpox in
Europe before the seventeenth century: virulent killer
or benign disease?, J. Hist. Med. Allied Sci. 42 (1987)
147.
[3] J.Z. Holwell, An account of the manner of inoculating
for the small pox in the East Indies, with some
observations on the practice and mode of treating that
disease in those parts, London, 1767, p. 1.
[4] J. Arbuthnot, Mr. Maitland’s account of inoculating
the smallpox vindicated, From Dr.
Wagstaffe’smisinter-pretations of that practice, with
some remarks on Mr. Massey’s Sermon, London,
1722.
[5] J. Jurin, An Account of the Success of Inoculating the
Smallpox in Great Britain with a Comparison Between
the Miscarriages in that Practice, and the Mortality on
the Natural Smallpox, 2nd Ed., London, 1724.
[6] Jordan, D.W., P. Smith, 1999. Nonlinear Ordinary
Differential Equations, third ed., Oxford University,
Press.
[7] Biazar, J., 2006. Solution of the epidemic model by
Adomian decomposition method, Applied
Mathematics and Computation, 173(2): 1101-
1106.Rafei, M., D.D. Ganji, H. Daniali, 2007. Solution
of the epidemic model by homotopy perturbation
method, Applied Mathematics and Computation, 187:
1056-1062.
[8] Rafei, M., H. Daniali, D.D. Ganji, 2007. Variational
iteration method for solving the epidemic model and
the prey and predator problem, Applied Mathematics
and Computation, 186(2): 1701-1709.
[9] Abdul-MonimBatiha and BelalBatiha. A New Method
For Solving Epidemic Model. Australian Journal of
Basic and Applied Sciences, 5(12): 3122-3126, 2011.
[10]Tarig M. Elzaki, (2011), The New Integral Transform
“Elzaki Transform” Global Journal of Pure and
Applied Mathematics, ISSN 0973-1768, Number 1,
pp. 57-64.
[11]Tarig M. Elzaki&Salih M. Elzaki, (2011), Application
of New Transform “Elzaki Transform” to Partial
Differential Equations, Global Journal of Pure and
Applied Mathematics, ISSN 0973-1768, Number 1,
pp. 65-70.
[12]Tarig M. Elzaki&Salih M. Elzaki, (2011), On the
Connections between Laplace and Elzakitransforms,
Advances in Theoretical and Applied Mathematics,
ISSN 0973-4554 Volume 6, Number 1, pp. 1-11.
[13]Tarig M. Elzaki&Salih M. Elzaki, (2011), On the
Elzaki Transform and Ordinary Differential Equation
With Variable Coefficients, Advances in Theoretical
and Applied Mathematics. ISSN 0973-4554 Volume 6,
Number 1, pp. 13-18.
[14]G. Adomian, (1994), Solving Frontier Problems of
Physics: The Decomposition Method, Dordrecht:
Kluwer.
[15]G. Adomian, (1989), Nonlinear Stochastic Systems
Theory and Applications to Physics, Dordrecht:
Kluwer. http://dx.doi.org/10.1002/zamm.19900700818
[16]A.M. Wazwaz, Solitary wave solutions for the
modified Kdv equation by Adomian decomposition.
Int. J. Appl. Math. (3), 2000a, 361-368.

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Elzaki Decomposition Method for Solving Epidemic Model

  • 1. International journal of Chemistry, Mathematics and Physics (IJCMP) [Vol-1, Issue-1, May-Jun, 2017] AI Publications ISSN: 2456-866X www.aipublications.com Page | 68 Elzaki Decomposition Method for Solving Epidemic Model E.I. Akinola1 , F.O. Akinpelu2 , A.O. Areo1 . J.O. Oladejo2 1 Department of Mathematics and Statistics, Bowen University, Iwo.P.M.B. 284.Osun State. 2 Department of Pure and Applied Mathematics, LadokeAkintola University of Technology Ogbomoso. P.M.B. 4000, Oyo State Abstract—This study investigate the application of Elzaki Decomposition Method in finding the approximate solution to the problem of the spread of a non-fatal disease in a population which is assumed to have constant size over the period of the epidemic. Epidemic models are nonlinear system of ordinary differential equation that has no analytic solution. The series solutions obtained by Elzaki Decomposition are compared with the existing results in the literatures; likewise, some plots were presented.The obtained results validate the efficiency of the method. Keywords—Adomian Decomposition, Approximate Solution, Epidemic Model,Elzaki transform, Non-fatal diseases. I. INTRODUCTION Epidemiology is the study of the distribution and determinants of health-related states or events (including disease) Epidemic models of infectious diseases go back to Daniel Bernoulli's mathematical analysis of smallpox in 1760 [1], and they have been developed extensively since the early 1900s. Hundreds of mathematical models have been published since, exploring the effects of bacterial, parasitic, and viral pathogens on human populations [2-5]. There have been many advances in disease management that have come from mathematical modelling. Consider the problem of spreading of a non-fatal disease in a population which is assumed to have constant size over the period of the epidemic as considered in [6-10]. ( ) ( ) ( ) dx t x t y t dt   ( ) ( ) dz t y t dt  With the initial conditions 1 2 3(0) , (0) , ( )x N y N z t N   Where, ( )x t implies susceptible population: those so far uninfected and therefore liable to infection; ( )y t implies infective population: those who have the disease and are still at large; ( )z t implies isolated population, or who have recovered and are therefore immune  implies rate of change of susceptible population to infective population  implies rate of change of infective population to immune population In this study, Elzaki transform is applied to obtain solution of an epidemic model which is assumed to have constant size over the period of the epidemic. Elzaki transform method [11-14], is a powerful tool for solving some differential and integral equation, and linear system of differential and integral equation.This new integral transform is a technique that used to solve linear differential equations and integral equations, but this transform is totally incapable of handling nonlinear equations because of the difficulties that are caused by the nonlinear terms. Elzaki transform operator is denoted by E[.] and is been defined by the integral equation as: Let ( )T v be Elzaki transform of the derivative of ( )f t . Then:
  • 2. International journal of Chemistry, Mathematics and Physics (IJCMP) [Vol-1, Issue-1, May-Jun, 2017] AI Publications ISSN: 2456-866X www.aipublications.com Page | 69 Adomian decomposition method can be easily applied to many linear and nonlinear problems in sciences and engineering fields [15-16]. The motivation of this paper is to extend the analysis of the modified Elzaki transformation method called Elzaki Decomposition Method (EDM) to solve the epidemic problem and compare the result with the one obtained in [6-10]. II. ANALYSIS OF ELZAKI DECOMPOSITION METHOD Consider a general nonlinear differential equation where L is the highest order linear differential operator, R is the linear differential operator of order less than L, N is the nonlinear differential operator, U is the dependent variable, x is an independent variable and g(x) is the source term. Apply Elzaki Transform to equation (5) to have using the differentiation property of the Elzaki transform (4) in (6) to have 1 2 ( ) 0 ( ) (0) [ ( )] [ ( )] [ ( )] (7) n n k k n k T v v f E RU x E NU x E g x v         further simplification of (7) gave   1 2 ( ) 0 ( ) (0) [ ( )] [ ( )] [ ( )] 0 (8) n n n k k n k T v v v f v E RU x E NU x E g x          where E denotes the Elzaki transform, application of Elzaki inverse Transform on (8) yielded  1 ( ) ( ) [ [ ( )] [ ( )]] (9)n U x G x E v E RU x S NU x      Where G(x) represents the term arising from the source term and the prescribed initial conditions. The representation of the solution (9) as an infinite series is given below. The nonlinear term is been decomposed as: where nA are the Adomian polynomials of functions 0U , 1U , 2U … nU and can be calculated by formula given in [17] as:
  • 3. International journal of Chemistry, Mathematics and Physics (IJCMP) [Vol-1, Issue-1, May-Jun, 2017] AI Publications ISSN: 2456-866X www.aipublications.com Page | 70 0 0 1 0,1,2,... (12) ! n i n in r d A N u n n d                  substituting (10) and (11) into (9) yielded 1 1( ) ( ) [[ ( )] [ ]] (13)n n n n n o n o n o U x G x E Ev R U x A                       where 1 1 2 ( ) 0 0 ( ) ( ) (0) [ ( )] (14) n n n k k n k U x G x E v v U v E g x                  and  1 1 0 (15) ( ) [[ ( )] [ ]]n n n n n U x E v E RU x A          when the Elzaki Transform and the Elzaki inverse Transform are applied on (15) respectively, the iteration 1U , 2U … nU were obtained, which in turn gave the general solution as 0 1 2 3( ) ( ) ( ) ( ) ( ) ... (16)U x U x U x U x U x     III. NUMERICAL APPLICATION In order to have a direction comparison with [6-10], the following parameters are used for (1) (0) 20, (0) 15, (0) 10, 0.01, 0.02x y z       . Following the procedure enumerated in section 2, the series solution and the graph for the susceptible population, infective population and isolated populationare respectively presented as: 2 3 4 5 6 7 ( ) 20 3.0 0.045000 0.0280500 0.00079537500 0.0003165502500 0.0000125312512546 0.000003596014977 ... (17) x t t t t t t t t          2 3 4 5 6 7 ( ) 15 2.7 0.018000 0.0281700 0.000654525000 0.0003191683500 0.00001146735675 0.000003628778853 ... (18) y t t t t t t t t          2 3 4 5 6 8 7 ( ) 10 0.30 0.027000 0.00012000 0.000140850000 0.00000261810000 0.000001063894500 3.276387642*10 ... (19) z t t t t t t t t         
  • 4. International journal of Chemistry, Mathematics and Physics (IJCMP) [Vol-1, Issue-1, May-Jun, 2017] AI Publications ISSN: 2456-866X www.aipublications.com Page | 71 Fig.1: plot of three terms approximation for x(t), y(t) and z(t) versus time Fig.2: plot of four terms approximation for x(t), y(t) and z(t) versus time Fig.3: plot of five terms approximation for x(t), y(t) and z(t) versus time Fig.4: plot of six terms approximation for x(t), y(t) and z(t) versus time The series solution and the graphical presentation above are in perfect agreement with the results obtained in [10-14], and from the graph it can be seen clearly that during the period of epidemic with a constant population as the number of susceptible individual decreases so also the
  • 5. International journal of Chemistry, Mathematics and Physics (IJCMP) [Vol-1, Issue-1, May-Jun, 2017] AI Publications ISSN: 2456-866X www.aipublications.com Page | 72 number of infectious individual increases and vice versa while the number of immune individual increases. IV. CONCLUSION In this study, Elzaki Decomposition Method has been successfully employed to obtain an accurate solution to the problem of epidemic model without any difficulty. The results obtained are in complete agreement with Adomian Decomposition Method, Homotopy Perturbation Method, Variational Iteration Method and Differential Transform Method, this show that EDM is efficient, effective and accurate. REFERENCES [1] Bernoulli D: Essaid'une nouvelle analyse de la mortalitécausée par la petite vérole. Mém Math PhysAcad Roy Sci Paris.1760, 1: 1-45. [2] A.G. Carmichael, A.M. Silverstein, Smallpox in Europe before the seventeenth century: virulent killer or benign disease?, J. Hist. Med. Allied Sci. 42 (1987) 147. [3] J.Z. Holwell, An account of the manner of inoculating for the small pox in the East Indies, with some observations on the practice and mode of treating that disease in those parts, London, 1767, p. 1. [4] J. Arbuthnot, Mr. Maitland’s account of inoculating the smallpox vindicated, From Dr. Wagstaffe’smisinter-pretations of that practice, with some remarks on Mr. Massey’s Sermon, London, 1722. [5] J. Jurin, An Account of the Success of Inoculating the Smallpox in Great Britain with a Comparison Between the Miscarriages in that Practice, and the Mortality on the Natural Smallpox, 2nd Ed., London, 1724. [6] Jordan, D.W., P. Smith, 1999. Nonlinear Ordinary Differential Equations, third ed., Oxford University, Press. [7] Biazar, J., 2006. Solution of the epidemic model by Adomian decomposition method, Applied Mathematics and Computation, 173(2): 1101- 1106.Rafei, M., D.D. Ganji, H. Daniali, 2007. Solution of the epidemic model by homotopy perturbation method, Applied Mathematics and Computation, 187: 1056-1062. [8] Rafei, M., H. Daniali, D.D. Ganji, 2007. Variational iteration method for solving the epidemic model and the prey and predator problem, Applied Mathematics and Computation, 186(2): 1701-1709. [9] Abdul-MonimBatiha and BelalBatiha. A New Method For Solving Epidemic Model. Australian Journal of Basic and Applied Sciences, 5(12): 3122-3126, 2011. [10]Tarig M. Elzaki, (2011), The New Integral Transform “Elzaki Transform” Global Journal of Pure and Applied Mathematics, ISSN 0973-1768, Number 1, pp. 57-64. [11]Tarig M. Elzaki&Salih M. Elzaki, (2011), Application of New Transform “Elzaki Transform” to Partial Differential Equations, Global Journal of Pure and Applied Mathematics, ISSN 0973-1768, Number 1, pp. 65-70. [12]Tarig M. Elzaki&Salih M. Elzaki, (2011), On the Connections between Laplace and Elzakitransforms, Advances in Theoretical and Applied Mathematics, ISSN 0973-4554 Volume 6, Number 1, pp. 1-11. [13]Tarig M. Elzaki&Salih M. Elzaki, (2011), On the Elzaki Transform and Ordinary Differential Equation With Variable Coefficients, Advances in Theoretical and Applied Mathematics. ISSN 0973-4554 Volume 6, Number 1, pp. 13-18. [14]G. Adomian, (1994), Solving Frontier Problems of Physics: The Decomposition Method, Dordrecht: Kluwer. [15]G. Adomian, (1989), Nonlinear Stochastic Systems Theory and Applications to Physics, Dordrecht: Kluwer. http://dx.doi.org/10.1002/zamm.19900700818 [16]A.M. Wazwaz, Solitary wave solutions for the modified Kdv equation by Adomian decomposition. Int. J. Appl. Math. (3), 2000a, 361-368.