Construction of conservation laws for the Gardner equation, Landau–Ginzburg–Higgs equation, and Hirota–Satsuma equation

Cheng Chen, Faiza Afzal, Yufeng Zhang

Communications in Theoretical Physics ›› 2024, Vol. 76 ›› Issue (5) : 55004.

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Communications in Theoretical Physics ›› 2024, Vol. 76 ›› Issue (5) : 55004. DOI: 10.1088/1572-9494/ad19d6
Mathematical Physics

Construction of conservation laws for the Gardner equation, Landau–Ginzburg–Higgs equation, and Hirota–Satsuma equation

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Abstract

In this paper, two different methods for calculating the conservation laws are used, these are the direct construction of conservation laws and the conservation theorem proposed by Ibragimov. Using these two methods, we obtain the conservation laws of the Gardner equation, Landau–Ginzburg–Higgs equation and Hirota–Satsuma equation, respectively.

Key words

conservation laws / Landau–Ginzburg–Higgs equation / Hirota–Satsuma equation / Gardner equation

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Cheng Chen, Faiza Afzal, Yufeng Zhang. Construction of conservation laws for the Gardner equation, Landau–Ginzburg–Higgs equation, and Hirota–Satsuma equation[J]. Communications in Theoretical Physics, 2024, 76(5): 55004 https://doi.org/10.1088/1572-9494/ad19d6

1. Introduction

Nonlinear science runs through physics, mathematics, astronomy, and other scientific fields and is a bridge connecting mathematics and other disciplines [14]. It is another major development in natural science after quantum mechanics and relativity. Nonlinear differential equations transform physical phenomena into mathematical language, so it is of practical significance to study nonlinear equations. The concept of conservation law plays an important role in the study of differential equations and many applications. The mathematical concept of conservation law is derived from familiar representations of physical laws such as energy [5], momentum [6], and angular momentum [7]. In the jet problem [8], the conserved quantity plays an important role in the solution process, which is used to determine the unknown index in the similar solution that cannot be obtained under homogeneous boundary conditions. In addition, we can see that many results, such as the existence, uniqueness, and stability of rational solutions, are determined by conservation law [911].
The well-known method of constructing conservation laws is the Noether theorem [12], which will produce all the conservation laws of the partial differential equation system with a Lagrangian. Specifically, every nontrivial conservation law is generated by some variational symmetries, but not necessarily variational point symmetries. The application of the Noether theorem depends on the appropriate Lagrangian formulation. In fact, many equations do not have it, so we look for additional methods to find the conservation laws. The first method is that Anco and Bluman proposed an algorithm to obtain the field equations for any system of local conservation laws in [13, 14], regardless of whether the system has a Lagrangian formulation. The algorithm is based on the conservation law multiplier to obtain the conservation law of the equation system by using the formula. The second method is that Ibragimov introduced the concept of adjoint equations of differential equations and took the new differential equations composed of given equations and their adjoint equations as the research object [15]. Using the adjoint variational principle [16] proposed by Atherton et al., the Lagrangian formulation of the new differential equations was obtained, and the theorem of finding conservation laws was given. Furthermore, there are many ways to construct conservation laws, such as the variational approach [17], the partial Noether approach [18], and so on [1921].
The outline of this paper is as follows: In section 2, the method of directly constructing conservation laws is reviewed. Section 3 applies the method of directly constructing conservation laws to the Gardner equation, the Landau–Ginzburg–Higgs (LGH) equation, and the Hirota–Satsuma equation; the conservation laws are obtained. In section 4, we discuss the nonlinear self-adjointness of the above three equations and obtain new conserved quantities by using the conservation theorem proposed by Ibragimov.

2. Direct construction method for conservation laws of partial differential equations

2.1. Gardner equation

We first consider the Gardner equation
Gut+6uux6u2ux+uxxx=0.
(2.1)
The equation is widely used in various branches of physics, such as plasma physics, fluid physics, and quantum field theory [2224]. It also describes various wave phenomena in plasma and solid [33, 34]. Its symmetries with infinitesimal generator Xu = η [25, 26] satisfy the determining equation
0=Dtη+6uxη+6uDxη12uuxη6u2Dxη+Dx3ηwhenG=0,
(2.2)
where Dt=t+utu+utxux+uttut+ and Dx=x+uxu+uxxux+utxut+ are total derivative operators with respect to t and x. The adjoint of the symmetry equation (2.2) is the determining equation for adjoint symmetries G(ω)|ϵ=0, where ε will denote the solution space of the equation (2.1). Therefore, the adjoint of the equation (2.2) is given by
0=Dtω6uDxω+6u2DxωDx3ωwhenG=0,
(2.3)
which is the determining equation for the adjoint symmetries ω of the Gardner equation. Next, we consider local conservation laws DtΦt + DxΦx = 0 on all solutions u(t, x) of the equation (2.1). All nontrivial conservation laws' conserved densities in this form can be constructed from multipliers Λ on the Gardner equation, analogous to integrating factors, where Λ depends only on t, x, u, ux and uxx. In particular, by moving off the Gardner equation solution space, we have
DtΦt+DxΦx=(ut+6uux6u2ux+uxxx)Λ0+Dx(ut+6uux6u2ux+uxxx)Λ1+,
(2.4)
for some expression Λ0, Λ1, … with no dependence on ut or differential consequence. This yields the multiplier
DtΦt+Dx(ΦxΓ)=(ut+6uux6u2ux+uxxx)Λ,Λ=Λ0DxΛ1+,
(2.5)
where Γ = 0 when u is restricted to be a Gardner equation solution.
The definition for multipliers Λ(t, x, u, ux, uxx) is that (ut + 6uux − 6u2ux + uxxx)Λ must be a divergence expression for all functions u(t, x). The determining condition is expressed by
0=Eu(GΛ)=Eu((ut+6uux6u2ux+uxxx)Λ)=DtΛ6uDxΛ+6u2DxΛDx3Λ+GΛuDx(GΛux)+Dx2(GΛuxx),
(2.6)
where Eu=uDtutDxux+DtDxutx+Dx2uxx+ is the standard Euler operator which annihilates divergence expressions.
By calculation, we can get the general form of the multiplier of the Gardner equation as follows (see appendix A):
Λ=c1[(2u33u2+uuxx)tx6+13xu]+c2[2u3+3u2+uxx]+c3u+c4,
(2.7)
where c1, c2, c3 and c4 are arbitrary constants. So for the Gardner equation, here are some multipliers
Λ1=(2u33u2+uuxx)tx6+13xu,Λ2=2u3+3u2+uxx,Λ3=u,Λ4=1.
(2.8)
For the multiplier Λ1=(2u33u2+uuxx)tx6+13xu, according to the definition of multiplier Λ1G=Dt(Φ1t)+Dx(Φ1x), we have the following conserved vector:
Φ1t=t(12u4u3+12u2utux+12ux2)x6u+x6u2,Φ1x=t(2u6+6u56u4+2u3+2u3uxx3u2uxx+uuxx12ux2)x2u4+xu3x2u2x6uxx+16ux+x3xuuxxx2ux2uux.
(2.9)
Similarly, for the multiplier Λ2 = − 2u3 + 3u2 + uxx, Λ3 = u and Λ4 = 1, we have
Φ2t=12u4+u312ux2,Φ2x=2u66u5+92u4+12uxx2+3u2uxx2u3uxx+uxut,
(2.10)
Φ3t=12u2,Φ3x=32u4+2u312ux2+uuxx,
(2.11)
and
Φ4t=u,Φ4x=3u22u3+uxx.
(2.12)

2.2. Landau–Ginzburg–Higgs equation

Consider the LGH equation
G=uttuxx+g2uN=0,
(2.13)
where N is an integer and g denotes an arbitrary constant. The LGH equation was introduced by Lev Devidovich Landau and Vitaly Lazarevich Ginzburg in [27], and has a very wide range of applications in radially inhomogeneous plasmas with a constant phase relation of ion-cyclotron waves [28]. It proves the superconductivity and unidirectional wave propagation in nonlinear media [29].
Symmetries of the LGH equation with infinitesimal generator Xu = η [25, 26] satisfy the determining equation
Dt2ηDx2η+Ng2uN1η=0whenG=0.
(2.14)
Obviously, equation (2.14) is self-adjointed. For any local conservation laws
DtΦt+DxΦx=0,
(2.15)
by moving off the LGH equation solution space, we have
DtΦt+DxΦx=(uttuxx+g2uN)Λ0+Dx(uttuxx+g2uN)Λ1+,
(2.16)
for some expressions Λ0, Λ1, … with no dependence on utt and differential consequences. This yields the multiplier
DtΦt+Dx(ΦxΓ)=(uttuxx+g2uN),Λ=Λ0DxΛ1+,
(2.17)
where Γ = 0 when u is restricted to be a LGH equation solution. Multipliers Λ are defined by the condition that (uttuxx + g2uN)Λ is a divergence expression for all functions u(t, x). We restrict attention to Λ of first-order, depending on t, x, u, ut, ux. This leads to the necessary and sufficient determining condition
0=Eu((uttuxxm2u+g2u3)Λ)=Dt2ΛDx2Λ+Ng2uN1Λ+(uttuxx+g2uN)ΛuDx(Λux(uttuxx+g2uN))Dt(Λut(uttuxx+g2uN)).
(2.18)
By solving equations (2.18), we can obtain the general form of the multiplier of the Hirota–Satsuma equation as follows (see appendix B) :
Λ=a1(uxut)+a2(ut+ux)+c1ut,
(2.19)
where a1, a2 and c1 are arbitrary constants. For the LGH equation, here are some multipliers
Λ1=uxut,Λ2=ux+ut,Λ3=ut.
(2.20)
For the multiplier Λ1 = ut + ux, according to the definition of multiplier Λ1G=Dt(Φ1t)+Dx(Φ1x), we have the following conserved vector:
Φ1t=uxut12ut212ux2g2N+1uN+1,Φ1x=uxut12ut212ux2+g2N+1uN+1.
(2.21)
Similarly, for the multiplier Λ2 = ux and Λ3 = ut, we have
Φ2t=uxut+12ut2+12ux2+g2N+1uN+1,Φ2x=uxut12ut212ux2+g2N+1uN+1,
(2.22)
and
Φ3t=12ut2+12ux2+g2N+1uN+1,Φ3x=utux.
(2.23)

2.3. Hirota–Satsuma equation

Consider the Hirota–Satsuma (HS) equation
{G1=ut6puux+rvvxpuxxx=0,G2=vt+3puvx+pvxxx=0,
(2.24)
where p and r are arbitrary constants. The HS equation describes the interaction of two long waves with different dispersion relations. It is related to most types of weak dispersive long waves, internal waves, acoustic waves, and planetary waves in geophysical hydrodynamics [3032].
Next, we consider the linearized equation of equations (2.24)
(Lg)11V1=6puxV16puDxV1pDx3V1,(Lg)12V1=3pvxV1,(Lg)21V2=2rvxV2+rvDxV2,(Lg)22V2=3puDxV2+pDx3V2.
(2.25)
And the adjoint system of system (2.25) is given by
(Lg)11W1=6puDxW1+pDx3W1,(Lg)12W2=3pvxW2,(Lg)21W1=rvDxW1,(Lg)22W2=3puxW23puDxW2pDx3W2,
(2.26)
here Lg and Lg denote a linearization operator defined as follows:
(LΛ)σρVρ=ΛσuρVρ+ΛσuiρDiVρ++Λσui1ipρDi1DipVρ,
(2.27)
and
(LΛ)σρWρ=ΛρuσWρDi(ΛρuiσWρ)++(1)pDi1Dip(Λρui1ipσWρ).
(2.28)
Let Dt=t(g1u+g2v+), where g1 = − 6puux + rvvxpuxxx, and g2 = 3puvx + pvxxx. For multipliers of the form Λ(x, t, u, ux, uxx) and u means u, v we have
0=Euσ(utΛ1+g1Λ1+vtΛ2+g2Λ2)=DtΛσ+(Lg)σρΛρ+(Lg)σρ(utρ+gρ),σ=1,2.
(2.29)
By solving equations (2.29), we can obtain the general form of the multiplier of the HS equation as follows (see appendix C):
Λ1=a1uxxr4pa1v2+3a1u2+k1,Λ2=r2pa1vxxr2pa1uv,
(2.30)
where a1 and k1 are arbitrary constants. So for the HS equation, here are some multipliers
Λ11=1,Λ12=0,Λ21=uxxr4pv2+3u2,Λ22=r2pvxxr2puv.
(2.31)
For the multiplier Λ1 = (1, 0), according to the definition of multiplier ΛiGi=Dt(Φ1t)+Dx(Φ1x), we have the following conserved vector:
Φ1t=u,Φ1x=3pu2+r2v2puxx.
(2.32)
Similarly, for the multiplier Λ2=(uxxr4pv2+3u2,r2pvxxr2puv), we also have the following conserved vector:
Φ2t=12uuxxr12puv2+u3r4pvvxxr6puv2,Φ2x=124(216p2u4+36pru2v23r2v4312p2u2uxx32pruvvxx+34prvx2u+6pruxxv234prvvxux24p2uuxxxx24p2uxx212prvvxxxx+12prvxvxxx12prvxx2+p2uxuxxx).
(2.33)
Anco et al consider the construction of conservation laws in some special cases [35], and here we will consider the conservation laws constructed by the more general case of equations (2.24).

3. Nonlinear self-adjointness and conservation laws

In this section, we consider the nonlinear self-adjointness and the conservation laws of equations (2.1) and (2.24) by the method proposed by Ibragimov [15]. We know that this method cannot produce any new conservation laws unless they are already derived from multipliers. In particular, the multiplier method is complete, that is to say, every nontrivial conservation law comes from a multiplier. This section is mainly to supplement the conservation law that may be missed when the multiplier method is used to find the conservation law.
Firstly, we introduce a general form of systems
Fα(x,u,u(1),,u(r))=0,α=1,2,,m,
(3.1)
where x = (x1, x2, …,xn) denotes n independent variables, u = (u1, u2,…,um) represents m dependent variables, and u(r) is a class of the partial derivatives of r-th order of u. Then an adjoint system of (3.1) is given by
Fα(x,u,v,u(1),v(1),,u(r),v(r))=0,α=1,2,,m,
(3.2)
with
Fα(x,u,v,u(1),v(1),,u(r),v(r))δLδuα=0,α=1,2,,m.
(3.3)
Here L=β=1mvβFβ is a Lagrangian form of (3.1), with v = (v1,…,vm) being new dependent variables. We use δδuα for the Euler–Lagrange operator
δδuα=uαDi1ui1α+Di1Di2ui1i2α++(1)sDi1Di2Disui1i2isα.
(3.4)
Next, the definition of nonlinear self-adjointness and the theorem of conservation laws are given in [15].

The systems of m differential equations (3.1) are said to be nonlinearly self-adjointed if the adjoint equations (3.3) are satisfied for all solutions u of the original system (3.1) upon a substitution

vα=ψα(x,u),α=1,,m,
(3.5)
such that ψ(x,u)0.

Let the system of differential equations (3.1) be nonlinearly self-adjoint. Specifically, let the adjoint system (3.3) to (3.1) be satisfied for all solutions of equations (3.1) upon a substitution (3.5). Then any Lie point, contact or Lie-Bäcklund symmetry

X=ξi(x,u,u(1),)xi+ηj(x,u,u(1),)uj,
(3.6)
as well as a nonlocal symmetry of equations (3.1) leads to a conservation law DiCi|(4.1)=0 constructed by the following formulas:
Ci=ξiL+Wα[LuiαDj(Luijα)+DjDk(Luijkα)]+Dj(Wα)[LuijαDk(Luijkα)+]+DjDk(Wα)× [Luijkα],
(3.7)
where
Wα=ηαξjujα,
(3.8)
and L is the formal Lagrangian for the system (3.1).

The Gardner equation is nonlinearly self-adjoint.

Taking the multiplier μ=1u so that for

1u(ut+6uux6u2ux+uxxx)=0.
(3.9)
Then, the adjoint system of equation (3.9) is obtained as follows:
δLδu=ωu2(ut+6uux6u2ux+uxxx)Dt(ωu)Dx(6ω)+6uxωu12uxω+Dx(6uω)Dx3(ωu),
(3.10)
with the formal Lagrangian
L=ωu(ut+6uux6u2ux+uxxx).
(3.11)
Substituting ω=u into (3.4), one has
δLδu=1u(ut+6uux6u2ux+uxxx).
(3.12)
By comparing (3.12) and (3.9), we find that equation (2.1) is strictly self-adjoint. Thus, the Gardner equation is nonlinearly self-adjoint.

The Gardner equation admits three infinitesimal generators as follows:
X1=t,X2=x,X3=(t+x3)x+tt+(u3+16)u.
(3.13)
The conservation laws of symmetry (3.13) have forms as follows:
[DtCt+DxCx]|(3.1)=0,
(3.14)
where the conserved vector C = (Ct, Cx) is given by (3.7).
For the generator X1, the corresponding Lie characteristic function is given by W = − ut. Thus, formulas (3.7) yield the following conserved vector:
Ct=ξtL+W[Lut]=v(ut+6uux6u2ux+uxxx)utv,Cx=ξxL+W[Lux+Dx2LUxxx]+DxW[DxLuxxx]+Dx2W[Luxxx]=ut(6uv6u2v+vxx)+utxvxutxxv.
(3.15)
Similarly, for the generator X2, we have W = − ux. Thus, formulas (3.7) yield the following conserved vector
Ct=uxv,Cx=v(ut+6uux6u2ux+uxxx)ux(6uv6u2v+vxx)+uxxvxuxxxv.
(3.16)
For the generator X3, we have W=u3+16(t+x3)uxtut. According to formula (3.7), we have the conservation vector of the Gardner equation as follows:
Ct=t(ut+6uux6u2ux+uxxx)v(u316+(t+x3)ux+tut)v,Cx=(t+x3)v(ut+6uux6u2ux+uxxx)+(u3+16(t+x3)uxtut)(6uv6u2v+vxx)(23ux(t+x3)uxxtutx)vx+(uxx(t+x3)uxxxtutxx)v.
(3.17)
For the generators X1 and X2, the translational symmetry yields trivial conservation laws. Compared with the conservation law obtained by the multiplier method, there is in fact no new conservation law, but it may be useful for us to study the problem later.
For the LGH equation, it is easy to prove that it is not nonlinearly self-adjoint. According to Theorem 3, it cannot be obtained by formula (3.7). For the HS equation, let r = 3p, and then equation (2.24) becomes the following form:
{G1=ut6puux+3pvvxpuxxx=0,G2=vt+3puvx+pvxxx=0.
(3.18)

The HS equation is nonlinearly self-adjoint.

The formal Lagrangian of the HS equation (3.18) can be written as

L=ω1(ut6puux+3pvvxpuxxx)+ω2(vt+3puvx+pvxxx).
(3.19)
Then, one has
δLδu=ωt1+6puωx1+pωxxx13pvxω2,δLδv=3pvωx1ωt2+3puxω2+3puωx2pωxxx2.
(3.20)
Substituting ω1=u and ω2=v into equation (3.20), we have
δLδu=(ut6puux+3pvvxpuxxx),δLδv=(vt+3puvx+pvxxx).
(3.21)
Hence, the special HS equation is nonlinearly self-adjoint.

The special HS equation admits three infinitesimal generators as follows:
X1=t,X2=x,X3=x3x+tt23uu23vv.
(3.22)
The corresponding conservation law is limited by
[DtCt+DxCx]|(4.21)=0,
(3.23)
where C = (Ct, Cx) denotes the conserved vector of (3.7). For the generator, the corresponding Lie characteristic function is given by W1 = − ut, W2 = − vt. One can find the conservation vector of equation (3.18) given by
Ct=ξtL+W1[Lut]+W2[Lvt]=ω1(ut6puux+3pvvxpuxxx)+ω2(vt+3puvx+pvxxx)utω1vtω2,Cx=ξxL+W1[Lux+Dx2Luxxx]+DxW1[DxLuxxx]+Dx2W1Luxxx+W2[Lvx+Dx2Lvxxx]+DxW2[DxLvxxx]+Dx2W2Lvxxx=ut(6puω1+pwxx1)puxtωx1+puxxtω1vt(3pvω13puω2+pωxx2)+pvxtωx2pvxxtω2.
(3.24)
For the generator X2, we have W1 = − ux, W2 = − vx. Thus, formulas (3.7) yield the following conserved vector
Ct=uxω1vxω2,Cx=ω1(ut6puux+3pvvxpuxxx)+ω2×(vt+3puvx+pvxxx)+ux(6puω1+pwxx1)puxxωx1+puxxxω1vx(3pvω13puω2+pωxx2)+pvxxωx2pvxxxω2.
(3.25)
For the generator X3, we have W1=(23u+x3ux+2t3ut),W2=(23v+x3vx+2t3vt). Thus, formulas (3.7) yield the following conserved vector
Ct=t[ω1(ut6puux+3pvvxpuxxx)+ω2(vt+3puvx+pvxxx)](23u+x3ux+2t3ut)ω1(23v+x3vx+2t3vt)ω2,Cx=x3[ω1(ut6puux+3pvvxpuxxx)+ω2(vt+3puvx+pvxxx)](23u+x3ux+2t3ut)(6puω1+pωxx1) p(ux+x3ux+23tutx)ωx1(43uxx+x3uxxx+23tutxx)ω1(23v+x3vx+2t3vt)(3pvω13puω2+pωxx2)+p(vx+x3vxx+2t3vtx)ωx2p(43vxx+x3vxxx+2t3vtxx)ω2.
(3.26)
According to the above calculation, we can find that the Gardner equation has infinite polynomial conservation laws, while the HS equation has only three conservation laws, whether using the above method or other methods.

4. Conclusion and discussion

In this paper, we use two methods to calculate the conservation laws, the direct construction of conservation laws and the conservation theorem method proposed by Ibragimov, and construct the conservation laws of the Gardner equation, the LGH equation, and the Hirota–Satsuma equation. The conservation theorem method is more widely used than the Noether theorem. It does not require the equation system to have a Lagrangian function, but it does require it to be nonlinearly self-adjoint. The direct construction conservation law method has no requirement for the equation system, but the calculation of its multiplier is more complicated. Compared with the Noether theorem, the multiplier method is complete. In fact, every conservation law is generated by multipliers. In contrast, the use of symmetric, adjoint symmetric formulas, partial Lagrangians, and other methods is usually incomplete. They either do not apply to every partial differential equations system, or do not necessarily produce all conservation laws. The multiplier method generates all conservation laws for any partial differential equations system, regardless of whether the system has a Lagrangian function.

Funding

This work was funded by the National Natural Science Foundation of China (Grant Nos. 12371256 & 11971475).

Appendix A

By comparing the coefficient G and DxG of equation (2.6), it is found that the system consists of the adjoint symmetry determining equations on Λ
DtΛ6uDxΛ+6u2DxΛDx3Λ=0,
(A1)
and extra determining equations on Λ,
DxΛux+Dx2Λuxx=0,
(A2)
ΛuxDxΛuxx=0,
(A3)
where Dt=t(6uux6u2ux+uxxx)u(6uux6u2ux+uxxx)xux+ is the total derivative operator, which expresses t derivatives of u through the Gardner equation. By expanding equation (A3), we find that the highest order derivative term is uxxxΛuxxuxx, and hence uxxxΛuxxuxx=0, so that
Λ=a(t,x,u,ux)uxx+b(t,x,u,ux).
(A4)
Substitute Λ in the above formula into (A3), we can get
buxauuxax=0.
(A5)
By comparing the coefficients uxxxx, uxxx and so on in equation (A1), we can get the following equations
3Λxux+3uxxΛuxuxx+3uxΛuuxx=0,6uxΛxuuxx+3ux2Λuuuxx+3Λxux+3Λxxux+3uxxΛuuxx=0,Λt(6uux6u2ux)Λu(18uxuxx12ux336uuxuxx)Λuxx+(6u6u2)(Λx+uxΛu)(6ux212uux2)Λux+3uxuxxΛuu+3uxΛxxu+3uxxΛxu+3ux2Λxuu+ux3Λuuu+Λxxx=0.
By solving the above equations and equations (A4) and (A5), we can obtain the general form of Λ as follows:
Λ=c1[(2u33u2+uuxx)tx6+13xu]+c2[2u3+3u2+uxx]+c3u+c4,
(A6)
where c1, c2, c3 and c4 are arbitrary constants.

Appendix B

Equation (2.18) leads to a split system of two determining equations for Λ(t, x, u, ut, ux), consisting of
Dt2ΛDx2Λ+Ng2uN1Λ=0,
(B1)
which is the symmetry determining equation (2.14) on Λ, and
2Λu+DtΛutDxΛux=0,
(B2)
which is an extra determining equation on Λ. Here Dt=t+utu+utxux+(uttuxx+g2uN)ut+ is the total derivative operator which expresses t derivatives through the LGH equation. And from equation (B2), we can get
2Λu+Λtut+utΛuut+(uxxg2uN)ΛututΛxuxuxΛuuxuxxΛuxux=0.
(B3)
Since Λ does not contain uxx, we have
Λutut=Λuxux,
(B4)
2Λu+Λtut+utΛuutg2uNΛututΛxuxuxΛuux=0.
(B5)
We next consider equation (B1), comparison coefficient uxx, we can get
2uxΛuux2Λxux+2Λtut+2utΛuut2g2uNΛutut=0.
(B6)
Combining equations (B5) and (B6), we have
4Λu=0.
(B7)
Compare the coefficients of uxt in equation (B1), we have
2Λxut+2Λtux2g2uNΛutux=0.
(B8)
By solving equations (B4), (B5), (B7) and (B8), we can get the general form of multiplier is
Λ=(uxut)F1(tx)+(ut+ux)F2(t+x)+c1ut+F3(x,t),
(B9)
where F1(x + t) is an arbitrary function of x + t, F2(t) is an arbitrary function of t, F3 is only related to x, t. Substitute equations (B9) into (B1), we can get
(ut+ux)F1tt+(ut+ux)F2tt+F3tt+(ut+ux)F1xx(ut+ux)F2xxF3xx+((ut+ux)F1+(ut+ux)F2+c1ut+F3)Ng2uN1=0,
(B10)
Equation (B10) separates into
F2=0,F1=0,F3=0,
(B11)
so we can obtain F1 = a1 = constant, F2 = a2 = constant and F3 = 0. Therefore, we can get the specific form of multipliers
Λ=a1(uxut)+a2(ut+ux)+c1ut,
(B12)
where a1, a2 and c1 are arbitrary constants.

Appendix C

Substitute equations (2.26) into (2.29) when σ is 1, 2, respectively. We have
DtΛ1+6puDxΛ1+pDxx3Λ1+3pvxΛ2+(Λ1uG1Dx(Λ1uxG1)+Dx2(Λ1uxxG1))+(Λ2uG2Dx×(Λ2uxG2)+Dx2(Λ2uxxG2))=0,
(C1)
DtΛ2rvDxΛ13pΛ23puDxΛ2pDx3Λ2+(Λ1vG1Dx(Λ1vxG1)+Dx2(Λ1vxxG1))+(Λ2vG2Dx(Λ2vxG2)+Dx2(Λ2vxxG2))=0.
(C2)
Consequently, the non-leading terms in equation (2.29) are given by
DtΛ1+6puDxΛ1+pDxx3Λ1+3pvxΛ2=0,
(C3)
DtΛ2rvDxΛ13pΛ23puDxΛ2pDx3Λ2=0.
(C4)
Comparing the coefficients of derivatives of G and G, we can get the leading term in equation (2.29)
Λ1vxx+Λ2uxx=0,
(C5)
2Λ1ux2DxΛ1uxx=0,2Λ2vx2DxΛ2vxx=0,
(C6)
Λ1vx+Λ2ux2DxΛ2uxx=0,×Λ2ux+Λ1vx2DxΛ1vxx=0,
(C7)
DxΛ1ux+Dx2Λ1uxx=0,DxΛ2vx+Dx2Λ2vxx=0,
(C8)
Λ1v+Λ2uDxΛ2ux+Dx2Λ2uxx=0,Λ2u+Λ1vDxΛ2vx+Dx2Λ2vxx=0.
(C9)
Consider equation (C6). Its highest-order term is uxxxΛ1uxxuxx and vxxxΛ2vxxvxx, hence Λ1uxxuxx=0 and Λ2vxxvxx=0. Similarly, we have Λ1vxxvxx=0 and uxxxΛ1uxxuxx from equation (C7). This means that Λ1 and Λ2 are linear with respect to uxx and vxx, combining equation (C5), we have the general form of Λ1 and Λ2
Λ1=a1(t,x,u,ux)uxx+b1(t,x,u,ux)vxx+c1(t,x,u,ux),Λ2=b1(t,x,u,ux)uxx+b2(t,x,u,ux)vxx+c2(t,x,u,ux),
(C10)
Then the remaining terms in equation (C6), after some cancellations,
b1uxvxx+c1ux(a1x+a1uux+a1vvx+a1vxvxx)=0,b1vxvxx+c2vx(b2x+b2uux+b2vvx+b2uxuxx)=0.
(C11)
According to the coefficients of uxxxx and vxxxx of equations (C3) and (C4), we have
a1vxuxx+b1vxvxx+c1vx=0,b1uxuxx+b2uxuxx+c2ux=0.
(C12)
Clearly, equation (C12) separates into
a1vx=b1vx=c1vx=0,b1ux=b2ux=c2ux=0.
(C13)
Hence a1x = a1u = a1v = 0, b2x = b2u = b2v = 0 from equation (C11). Similarly, we have a1ux=b1x=b1u=b1v=b2vx=0. That is to say, a1, b1 and b2 are independent of x, u, ux, equation (C10) becomes
Λ1=a1(t)uxx+b1(t)vxx+c1(t,x,u),Λ2=b1(t)uxx+b2(t)vxx+c2(t,x,u),
(C14)
Next, we solve the concrete forms of a1, b1, b2, c1, c2. The coefficient of uxxxxx from equation (C3), we have
2pb1(t)=0,
(C15)
hence b1(t) = 0. Comparing the coefficient vxxx in equation (C3) with the coefficient uxxx in equation (C4), we have
2pc1v+rva1(t)=0,2pc2u+rva1(t)=0.
(C16)
It yields that
c1=r4pv2a1(t)+k1(x,t,u),c2=r2puva1(t)+l1(x,t,v).
(C17)
Furthermore, by comparing the coefficients of ux, uxx, and constant terms in equations (C3) and (C4), we can obtain the following equations:
a1(t)18a1(t)pux+3puxc1uu+3pc1xu=0,
(C18)
r2a1(t)+pb2(t)=0,
(C19)
b2(t)3pb2(t)+3pc2uv=0,
(C20)
9puc2u+rvc1u+3pc2=0,
(C21)
c1(t)+6puc1x+pc1xxx=0,
(C22)
c2t+rvc1x+3puc2x+pc2xxx=0,
(C23)
c1xv=c2xu=c2vv=0.
(C24)
Simultaneous equations (C17)–(C24), we can get
c1=r4pa1v2+3a1u2+k1,c2=r2pa1uv,b2=r2pa1,
(C25)
where a1 and k1 are arbitrary constants. Therefore, we can get the specific form of multipliers
Λ1=a1uxxr4pa1v2+3a1u2+k1,Λ2=r2pa1vxxr2pa1uv,
(C26)
where a1 and k1 are arbitrary constants.

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Acknowledgments

The authors wish to thank the anonymous referees for their valuable suggestions.

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