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On the exact solutions of nonlinear extended Fisher-Kolmogorov equation by using the He's variational approach

  • In this article, we investigate existence and the exact solutions of the extended Fisher-Kolmogorov (EFK) equation. This equation is used in the population growth dynamics and wave propagation. The fourth-order term in this model describes the phase transitions near critical points which are also known as Lipschitz points. He's variational method is adopted to construct the soliton solutions as well as the periodic wave solutions successfully for the extended (higher-order) EFK equation. This approach is simple and has the greatest advantages because it can reduce the order of our equation and make the equation more simple. So, the results that are obtained by this approach are very simple and straightforward. The graphics behavior of these solutions are also sketched in 3D, 2D, and corresponding contour representations by the different choices of parameters.

    Citation: Kottakkaran Sooppy Nisar, Shami Ali Mohammed Alsallami, Mustafa Inc, Muhammad Sajid Iqbal, Muhammad Zafarullah Baber, Muhammad Akhtar Tarar. On the exact solutions of nonlinear extended Fisher-Kolmogorov equation by using the He's variational approach[J]. AIMS Mathematics, 2022, 7(8): 13874-13886. doi: 10.3934/math.2022766

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  • In this article, we investigate existence and the exact solutions of the extended Fisher-Kolmogorov (EFK) equation. This equation is used in the population growth dynamics and wave propagation. The fourth-order term in this model describes the phase transitions near critical points which are also known as Lipschitz points. He's variational method is adopted to construct the soliton solutions as well as the periodic wave solutions successfully for the extended (higher-order) EFK equation. This approach is simple and has the greatest advantages because it can reduce the order of our equation and make the equation more simple. So, the results that are obtained by this approach are very simple and straightforward. The graphics behavior of these solutions are also sketched in 3D, 2D, and corresponding contour representations by the different choices of parameters.



    In 1937 fisher's equation is proposed named by Ronald fisher, which is a reaction-diffusion equation in the inhomogeneous form of the partial differential equation. This equation is used in the population growth dynamics and wave propagation. Fisher proposed the advantages in population dynamics of wave spatial spread of an advantageous allele [1]. In the same year, in 1937 Fisher introduced a more general reaction-diffusion model by the contribution with Kolmogorov, Petrovsky, and Piskunov and proposed a new model named as KPP equation which is used in population genetics [2]. The population genetics is a subfield of genetics that deals with genetic differences within and between populations and is a part of evolutionary biology. Such equations are accruing in ecology, plasma physics, physiology, and phase transition problems.

    The standard form of Fisher-Kolmogorov FK equation is,

    ϕtΔϕ+ϕ3ϕ=0,Ω×[0,T]. (1.1)

    This is classical Fisher-Kolmogorov equation [3,4,5]. In above Eq (1.1) by adding a stabilizing fourth-order derivative term to the Fisher-Kolmogorov equation obtained the extended Fisher-Kolmogorov EFK equation for the real valued function P defined on Ω×[0,T] as [6,7,8,9,10],

    ϕt+γΔ2ϕΔϕ+ϕ3ϕ=0,Ω×[0,T], (1.2)

    where Ω is bounded in domain R2, γ is positive constant, the Laplace operator is Δ=2x2+2y2, and biharmonic operator is taken as Δ2=4x4+24x2y2+4y4, So, Eq (1.2) takes the form,

    ϕt+γ4ϕx4+2γ4ϕx2y2+γ4ϕy42ϕx22ϕy2+ϕ3ϕ=0. (1.3)

    In the Eq (1.3) the fourth-order term describes the phase transitions near critical points which are also known as Lipschitz points. The phase transitions or phase changes are the physical process of transition one state medium to another medium with different values of parameters near the critical point. Commonly the term is used to refer to changes among the basic states of matter, solid, liquid, and gas, as well as plasma in rare cases [11].

    Now, a day the interesting field of research is to find the exact solitary wave solutions, so, we will consider the EFK equation. So there are many different approaches to find the exact solutions of nonlinear PDEs such as, (G'/G)-expansion method [12,13], new MEDA technique [14,15], Riccati equation mapping method [16,17], generalized exponential rational functional method [18,19], ϕ6-model expansion method [20,21], the tanh-coth method [22,23], the Lie symmetry method [24,25], etc. But in this article, we use He's variational technique for more detail see [26,27,28,29]. This is an easily applicable and powerful approach to finding the solitons solution via an energy method or semi-inverse principle [30,31,32,33].

    In this section, we aim at solving the fourth order PDE Eq (1.2). Since PDE Eq (1.2) carries the first order derivative with respect to time and the fourth ordered partial derivatives w.r.t. the space variable x so, classically ϕC4[a,b], ϕC1[0,T] by simple integrating Eq (1.2) can be reduced to the following integral equation in operator form,

    Φ=ϕ0(x)+t0(ϕ(x,s)ϕ3(x,s)+Δϕ(x,s)γΔ2ϕ(x,s))ds, (2.1)

    clearly, |Δϕ|kd and |Δ2ϕ|kb are bounded values and we are going to apply the schauder fixed point theorem [34]. For this, we shall choose the solution in the ball

    Br(Θ)={ϕ,ϕC[0,ρ],ϕr}, (2.2)

    now, the following conditions for Schauder theorem, will be verified

    ● Self mapping, Φ:Br(Θ)Br(Θ),

    Φ(B) is relatively compact.

    Firstly, taking the norm of Eq (1.2),

    Φϕ0+t0(ϕϕ3+ΔϕγΔ2ϕ)ds, (2.3)
    Φc+ρ(r+r3+kd+γkb), (2.4)
    Φr (2.5)
    ρrc(r+r3+kd+γkb). (2.6)

    Now, for relatively compactness condition,

    Φi(t)Φ(t)tt(ϕiϕ3i+ΔϕiγΔ2ϕi)ds, (2.7)
    (r+r3+kd+γkb)|tt|, (2.8)

    are equi-continuous. So, by Arzela-Ascoli theorem theorem, there exists a uniformly convergent subsequence Φij of ϕi, so Φ(Br(Θ)) is relatively compact and by Schauder fixed point theorem there exists at least one fixed point of Eq (1.2) and hence the solutions exists.

    To obtained the variational principle order, we use the transformation ϕ(x,y,t)=u(ρ) where ρ=νx+νyct+ρ0. So, apply this transformation on Eq (1.3) to change PDE into ODE as,

    cu+4γν4u2ν2u+u3u=0, (3.1)

    where =ddρ.

    Integrating the above Eq (3.1) once with respect to ρ and reduce in the form,

    cu+4γν4u2ν2u+u44u22=0, (3.2)

    here integrating constant is neglected. Again integrated the above relation and takes form as,

    6γν4u4ν2u+u510u33cu2=0. (3.3)

    Now, by using the semi-inverse method [30,31,32,33], we obtained the variational formulation of Eq (3.3) as follows,

    J(ρ)=(3γν4(u)22ν2u2+u660u41213cu3)dρ. (3.4)

    So, by using variational principle we reduced the order of Eq (3.4) which is in more simplest form. In this next section section we use He's variational methods to find the solitons and solitary wave solutions.

    The solitons solution of Eq (3.3) is assumed in the following form,

    u(ρ)=δsech2(κρ), (4.1)

    where δ and κ are arbitrary constants that we will determined later. So, substitute the Eq (4.1) into Eq (3.4), then it will gives,

    J(δ,κ)=0(3γν4(u)22ν2u2+u660u41213cu3)dρ, (4.2)
    =0(12γν4δ2κ2sech4(κρ)tanh2(κρ)2ν2δ2sech4(κρ)+δ6sech12(κρ)60δ4sech8(κρ)1213cδ3sech6(κρ))dρ,=85γν2δ2κ2ν2δ2κ+2225δ6κ118δ4κ112cδ3πκ. (4.3)

    By He's variational methods there are

    Jδ=0, (4.4)
    Jκ=0. (4.5)

    So, above Eq (4.3) give the results as follows,

    165γν2δκ83ν2δκ+1283465δ5κ16105δ3κ815cδ2κ=0, (4.6)
    85γν2δ2+43ν2δ2κ26410395δ6κ2+4105δ4κ2+845cδ3κ2=0, (4.7)
    δ=12d+121155c32dba+9916, (4.8)
    κ=i242γν×70ν272cd72c1155c32dba+993212d1155c32dba+99161155c28d, (4.9)

    where, a=99(29717920ν2)32 22/33h+2305195200c29484231680ν252396146, b=3h+2305195200c29484231680ν25239614619232, where h=(2305195200c2+9484231680ν2+52396146)24(882095322240ν2)3, d=a+b+9932. So, the solitons solutions are obtained as,

    ϕ(x,y,t)=(12d+121155c32dba+9916)sech2(κ(νx+νyct+ρ0)) (4.10)

    here we use κ from the Eq (4.9).

    In this section we investigates the periodic wave solutions by using the He's variational method of Eq (1.2) for more detail see [29,35]. So, we assume the periodic wave solution in the form of

    u(ρ)=δcos(κρ), (5.1)

    substituting Eq (5.1) in Eq (3.4) and result as in the periodic form is,

    J(ρ)=π20(3γν4(u)22ν2u2+u660u41213cu3)dρ (5.2)
    =π20(3γν4ρ2κ2sin2(κρ)2ν2δ2cos2(κρ)+δ660cos6(κρ)δ412cos4(κρ)13cρ3cos3(κρ))dρ (5.3)
    =1κπ20(3γν4ρ2κ2sin2(θ)2ν2δ2cos2(θ)+δ660cos6(θ)δ412cos4(θ)13cρ3cos3(θ))dθ. (5.4)

    By He's variational methods the above Eq (5.4) give the results as follows,

    Jδ=6γν2δκ4ν2δ+164δ5π116δ3π23cδ2=0, (5.5)
    Jκ=6γν2δ2κ2ν2δ2+1384δ6π164δ4π29cδ3=0, (5.6)

    So, by the help of mathematica solve the above equations and get the values of δ and κ as follows,

    δ=123632(9π1280ν2)5aa4532π+125121024c15π3632(9π1280ν2)5aa4532π+125+a4532π+3632(9π1280ν2)5a+245, (5.7)
    κ=12880γν2(768ν2+32c3632(9π1280ν2)5aa4532π+125+32c1024c15π3632(9π1280ν2)5aa4532π+1225+a4532π+3632(9π1280ν2)5a+2453π23632(9π1280ν2)5aa4532π+1251024c15π3632(9π1280ν2)5aa4532π+125+a4532π+3632(9π1280ν2)5a+245+256c53632(9π1280ν2)5aa4532π+12527π5), (5.8)

    where a=3(106168320πc2+134369280π2ν2+314928π3)24(2916π2414720πν2)33106168320πc2+134369280π2ν2+314928π3, So, the periodic wave or solitary wave solution of Eq (3.3),

    u(ρ)=(123632(9π1280ν2)5aa4532π+125121024c15π3632(9π1280ν2)5aa4532π+125+a4532π+3632(9π1280ν2)5a+245)cos(κρ), (5.9)

    here we use the above value of κ and get the approximate solution of Eq (1.2) in the view of Eq (3.1) as above. So, the exact solitary wave solution of EFK equation is,

    ϕ(x,y,t)=(123632(9π1280ν2)5aa4532π+125121024c15π3632(9π1280ν2)5aa4532π+125+a4532π+3632(9π1280ν2)5a+245)cos(κ(νx+νyct+ρ0)). (5.10)

    Remark 5.1 On the same procedure we can obtain other solitons solutions by choosing the u(ρ)=δtanh(κρ), u(ρ)=δcsch(κρ), u(ρ)=δcoth(κρ) and for the mixed functions as well. Similarly for the periodic functions u(ρ)=δtan(κρ), u(ρ)=δsin(κρ), u(ρ)=δcot(κρ) and for mixed periodic functions as well.

    In this section, we discussed the graphical behavior of the solutions by the different choices of parameters. The solitary wave solution of Eqs (4.10) and (5.10) are described physically by choosing the two sets of parameters. The solutions are useful to study the physical process of the transition from one state medium to another medium and in the population growth dynamics and wave propagation. The 2D and 3D and their corresponding contour plots of the solutions Eq (4.10), ϕ(x,y,t) are shown in Figures (1) and (2) which shows the soliton solutions and also for Eq (5.10), ϕ(x,y,t) are shown in Figures (3) and (4) shows the periodic solutions by the different choices of parameters for the the EFK model. Hence, the physical description of our results may fruitful tool for investigating the further results for nonlinear wave problems in applied science.

    Figure 1.  The plots of solutions ϕ(x,y,t) for different values of parameters as ν=0.0595, c=1.195 and γ=3.9.
    Figure 2.  The plots of solutions ϕ(x,y,t) for different values of parameters as ν=2.2, c=2.52 and γ=1.5.
    Figure 3.  The plots of solutions ϕ(x,y,t) for different values of parameters as ν=1.2, c=1.052 and γ=3.5.
    Figure 4.  The plots of solutions ϕ(x,y,t) for different values of parameters as ν=0.0095, c=1.195 and γ=1.9.

    In this research, the extended Fisher-Kolmogorov (EFK) equation is investigated for the solitons and periodic wave solutions. This equation is used in the population growth dynamics and wave propagation. The fourth-order term in this model describes the phase transitions near critical points which are also known as Lipschitz points. The advantages in population dynamics of wave spatial spread of an advantageous allele. The existence of solutions of the EFK equation is successfully found by using the Schauder theorem. He's variational method is adopted to construct the singular soliton solutions as well as the periodic wave solutions successfully. This method gives us the advantage to reduce the order of the equation and make it simple for the calculation as compared to the other techniques. The graphics of solutions are also sketched in 3D and 2D and corresponding contour representations. The state variable has spatial dynamical behavior with two spatial independent variables which leads to the important physical phenomena as compared to the one-dimensional case.

    The authors declare no conflict of interest.



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