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Handbook of mathematics for engineers and scienteists part 110 pptx

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4 From the theory of first-order partial differential equations it follows that the group 15.8.4.1 and the operator 15.8.4.3 have n functionally independent universal invariants.. Figur

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15.8.4-2 Group invariants Local transformations of derivatives.

A universal invariant (or, for short, an invariant) of a group (15.8.4.1) and a operator (15.8.4.3) is a function I(x, w) that satisfies the condition I( ¯x, ¯ w ) = I(x, w) The expansion

in a series in powers of the small parameter ε gives rise to the linear partial differential equation for I:

XI = ξi(x, w) ∂I

∂xi + ζ(x, w)

∂I

∂w = 0 (15 8 4 4 ) From the theory of first-order partial differential equations it follows that the group (15.8.4.1)

and the operator (15.8.4.3) have n functionally independent universal invariants On the other side, this means that any function F (x, w) that is invariant under the group (15.8.4.1) can be written as a function of n invariants.

In the new variable (15.8.4.1), the derivatives are transformed as follows:

∂ w ¯

∂ ¯xi 

∂w

∂xi + εζi

2w ¯

∂ ¯xi ∂ ¯xj 

2w

∂xi∂xj + εζij,

3w ¯

∂ ¯xi ∂ ¯xj ∂ ¯xk 

3w

∂xi∂xj∂xk + εζijk,

(15 8 4 5 )

The coordinates ζi, ζij, and ζijkof the first three prolongations are expressed as

ζi = Di(ζ) – psDis),

ζij = Dji) – qisDjs),

ζijk = Dkij) – rijsDks),

(15 8 4 6 )

where summation is assumed over the repeated index s and the following short notation

partial derivatives are used:

pi= ∂x ∂w

i, qij =

2w

∂xi∂xj, rijk=

3w

∂xi∂xj∂xk,

Di= ∂x ∂

i + pi

∂w + qij

∂pj + rijk

∂qjk + · · · ,

with Di being the total differential operator with respect to xi

15.8.4-3 Invariant condition Splitting procedure Invariant solutions.

We will consider partial differential equations of order m in n independent variables

F



x , w, ∂w

∂xi,

2w

∂xi∂xj,

3w

∂xi∂xj∂xk,



= 0 , (15 8 4 7 )

where i, j, k = 1 , , n.

The group analysis of equation (15.8.4.7) consists of several stages At the first stage, let us require that equation (15.8.4.7) be invariant (must preserve its form) under transfor-mations (15.8.4.1), so that

F



¯x, ¯ w , ∂ w ¯

∂ ¯xi,

2w ¯

∂xi∂ ¯xj,

3w ¯

∂xi∂ ¯xj∂ ¯xk,



= 0 (15 8 4 8 )

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Let us expand this expression into a series in powers of ε about ε = 0 taking into account that the leading term (15.8.4.7) vanishes Using formulas (15.8.4.1) and (15.8.4.5) and retaining

terms to the first order of ε, we get

X

mF



x , w, ∂w

∂xi,

2w

∂xi∂xj,

3w

∂xi∂xj∂xk,





F =0

= 0 , (15 8 4 9 ) where

X

mF = ξi∂F

∂xi + ζ

∂F

∂w + ζi ∂F

∂wx i

+ ζij ∂F

∂wx i x j

+ ζijk ∂F

∂wx i x j x k

+ · · · (15 8 4 10 )

The coordinates ζi, ζij, and ζijk of the first three prolongations are defined by formulas (15.8.4.5)–(15.8.4.6) Summation is assumed over repeated indices Relation (15.8.4.9) is

called the invariance condition and the operator X

m is called the mth prolongation of the group generator; the partial derivatives of F with respect to all m derivatives of w appear

last in (15.8.4.10).

At the second stage, one of the highest mth-order derivatives is eliminated from

(15.8.4.9) using equation (15.8.4.7) The resulting relation is then represented as a poly-nomial in “independent variables,” the various combinations of the remaining derivatives,

which are the products of different powers of wx, wy, wxx, wxy, All the coefficients of this polynomial—they depend on x, w, ξi, and ζ only and are independent of the derivatives

of w — are further equated to zero As a result, the invariance condition is split into an

overdetermined linear determining system.

The third stage involves solving the determining system and finding admissible

coordi-nates ξiand ζ of the group generator (15.8.4.3).

For mth-order equations in two independent variables, the invariant solutions are defined

in a similar way as for second-order equations In this case, the procedure of constructing invariant solutions (for known coordinates of the group generator) is identical to that described in Subsection 15.8.3.

15.9.1 Description of the Method Invariant Surface Condition

Consider a second-order equation in two independent variables of the form

F



x , y, w, ∂w

∂x , ∂w

∂y ,

2w

∂x2,

2w

∂x∂y ,

2w

∂y2



= 0 (15 9 1 1 )

The results of the classical group analysis (see Section 15.8) can be substantially ex-tended if, instead of finding invariants of an admissible infinitesimal operator X by means

of solving the characteristic system of equations

dx

ξ (x, y, w) =

dy

η (x, y, w) =

dw

ζ (x, y, w) , one imposes the corresponding invariant surface condition (Bluman and Cole, 1969)

ξ (x, y, w) ∂w

∂x + η(x, y, w) ∂w

∂y = ζ(x, y, w). (15 9 1 2 )

* Prior to reading this section, the reader may find it useful to get acquainted with Section 15.8

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Equation (15.9.1.1) and condition (15.9.1.2) are supplemented by the invariance condition

X

2F



x , y, w, ∂w

∂x , ∂w

∂y ,

2w

∂x2,

2w

∂x∂y ,

2w

∂y2





F =0

= 0 , (15 9 1 3 )

which coincides with equation (15.8.2.3).

All three equations (15.9.1.1)–(15.9.1.3) are used for the construction of exact solutions

of the original equation (15.9.1.1) It should be observed that in this case, the

determin-ing equations obtained for the unknown functions ξ(x, y, w), η(x, y, w), and ζ(x, y, w) by

the splitting procedure are nonlinear The symmetries determined by the invariant

sur-face (15.9.1.2) are called nonclassical.

Figure 15.5 is intended to clarify the general scheme for constructing of exact solutions

of a second-order evolution equation by the nonclassical method on the basis of the invariant surface condition (15.9.1.2).

Remark Apart from the algorithm shown in Fig 15.5, its modification can also be used Instead of solving

the characteristic system of ordinary differential equations, the derivative w t is eliminated from (15.9.1.1)–

(15.9.1.2) after finding the coordinates ξ, η, and ζ Then the resulting equation is solved, which can be treated

as an ordinary differential equation for x with parameter t.

15.9.2 Examples: The Newell–Whitehead Equation and a Nonlinear

Wave Equation

Example 1 Consider the Newell–Whitehead equation

which corresponds to the left-hand side F = –w t + w xx + w – w3of equation (15.9.1.1) with y = t.

Without loss of generality, we set η =1in the invariant surface condition (15.9.1.2) with y = t, thus assuming that η≠ 0 We have

∂w

∂t + ξ(x, t, w) ∂w

The invariance condition is obtained by a procedure similar to the classical algorithm (see Subsec-tion 15.8.2) Namely, we apply the operator

X

2 = ξ∂ x + η∂ t + ζ∂ w + ζ1 ∂ w x + ζ2 ∂ w t + ζ11 ∂ w xx + ζ12 ∂ w xt + ζ22 ∂ w tt (15.9.2.3)

to equation (15.9.2.1) Taking into account that ∂ x = ∂ t = ∂ w x = ∂ w xt = ∂ w tt=0, since the equation is explicitly

independent of x, t, w x , w xt , w tt, we get the invariance condition in the form

ζ2= ζ(3 w2–1) + ζ11

Substituting here the expressions (15.8.1.9) and (15.8.1.14) for the coordinates ζ2 and ζ11of the first and second

prolongations, with y = t and η =1, we obtain

ζ t – ξ t w x + ζ w w t – ξ w w x w t = ζ(–3 w2+1) + ζxx

+ (2ζ wx – ξ xx )w x + (ζ ww–2ξ wx )w x2 – ξ ww w3x + (ζ w–2ξ –3ξ w w x )w xx (15.9.2.4)

Let us express the derivatives w t and w xxwith the help of (15.9.2.1)–(15.9.2.2) via the other quantities:

w t = ζ – ξw x, w xx = ζ – ξw x + w(w2–1) (15.9.2.5) Inserting these expressions into the invariance condition (15.9.2.4), we arrive at cubic polynomial in the

remaining “independent” derivative w x Equating all functional coefficients of the various powers of this polynomial to zero, we get the determining system

w x3: ξ ww=0,

w x2: ζ ww–2(ξwx – ξξ w) =0,

w x: 2ζ wx–2ξ w ζ–3w (w2–1)ξw – ξ xx+2ξξ x + ξ t=0, 1: ζ t – ζ xx+2ξ ζ+ (2ξ – ζ w )w(w2–1) + (3w2–1)ζ =0,

(15.9.2.6)

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Calculate the coordinates of the prolonged operator

Derive the determining system of PDEs

Solve the characteristic system

Impose the invariant surface condition

(3) (2) (1)

Figure 15.5 Algorithm for the construction of exact solutions by a nonclassical method for second-order

evolution equations Here, ODE stands for ordinary differential equation and PDE for partial differential equation

which consists of only four equations

The analysis of the system (15.9.2.6) allows us to conclude that

ξ = ξ(x, t), ζ = –ξ x w,

where the function ξ(x, t) satisfies the system

ξ t–3ξ xx+2ξξ x=0,

ξ xt – ξ xxx+2ξ2x+2ξ =0 (15.9.2.7) The associated invariant surface condition has the form (15.9.2.2):

We look for a stationary particular solution to equation (15.9.2.7) in the form ξ = ξ(x) Let us differentiate the first equation of (15.9.2.7) with respect to x and then eliminate the third derivative, using the second equation

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of (15.9.2.7), from the resulting expression This will give a second-order equation Eliminating from it the second derivative, using the first equation of (15.9.2.7), after simple rearrangements we obtain

(6ξ x  –2ξ2+9)ξ

Equating the expression in parentheses in (15.9.2.9) to zero, we get a separable first-order equation Its general solution can be written as

ξ= –3

2

Aexp 2x

+ B

Aexp 2x

– B = –

3

2

Aexp 22 x

+ B exp22x

Aexp 22x

– B exp22x , (15.9.2.10)

where A and B are arbitrary constants.

The characteristic system corresponding to (15.9.2.8),

dt

1 =

dx

ξ = – dw

admits the first integrals

t+23lnAexp 22 x

+ B exp22x = C1, ξw = C2, (15.9.2.12)

where C1 and C2 are arbitrary constants For convenience, we introduce the new constant C1 = exp 32C1

and look for a solution in the form C2 = –3

2C1F (C1) Inserting (15.9.2.12) here and taking into account

(15.9.2.10), we obtain the solution structure

w (x, t) =5

Aexp1

2(

2x+3t)

– B exp1

2(–

2x+3t)6

F (z),

z = A exp1

2(

2x+3t)

+ B exp1

2(–

2x+3t)

Substituting (15.9.2.13) in the original equation, we find the equation for F = F (z):

The general solution of equation (15.9.2.14) is expressed in terms of elliptic functions This equation admits

the following particular solutions: F = 1

z + C , where C is an arbitrary constant.

Remark 1 To the degenerate case ξ x  =0in (15.9.2.9) there corresponds a traveling-wave solution

Remark 2 It is apparent from this example that using the invariant surface condition (15.9.1.2) gives

much more freedom in determining the coordinates ξ, η, ζ as compared with the classical scheme presented in

Section 15.8 This stems from the fact that in the classical scheme, the invariance condition is split with respect

to two derivatives, w x and w xx, which are considered to be independent (see Example 2 in Subsection 15.8.2)

In the nonclassical scheme, the derivatives w x and w xxare related by the second equation of (15.9.2.5) and the

invariance conditions are split in only one derivative, w x This is why in the classical scheme the determining system consists of a larger number of equations, which impose additional constraints on the unknown quantities,

as compared with the nonclassical scheme In particular, the classical scheme fails to find exact solutions to equation Newell–Whitehead (15.9.2.1) in the form (15.9.2.13)

Example 2 Consider the nonlinear wave equation

2w

∂t2 = w ∂

2w

which corresponds to the left-hand side F = w tt – ww xx of equation (15.9.1.1) with y = t.

Let us add the invariant surface condition (15.9.2.2) Applying the prolonged operator (15.9.2.3) to

equation (15.9.2.15) gives the invariance condition Taking into account that ∂ x = ∂ t = ∂ w x = ∂ w t = ∂ w xt =0

(since the equation is independent of x, t, w x , w t , w xt explicitly) and η =1, we get the invariance condition

ζ22= ζw xx + wζ11

Substituting here the expressions (15.8.1.14) for the coordinates ζ11and ζ22of the second prolongation with

y = t and η =1, we have

ζ tt – ξ tt w x+2ζ wt w t–2ξ wt w x w t + ζ ww w2– ξ ww w x w2–2(ξt + ξ w w t )w xt + (ζ w – ξ w w x )w tt

= ζw xx + w

ζ xx+ (2ζ wx – ξ xx )w x + (ζ ww–2ξ wx )w2x – ξ ww w3x + (ζ w–2ξ –3ξ w w x )w xx

(15.9.2.16)

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From the invariant surface condition (15.9.2.2) and equation (15.9.2.15) it follows that

w t = ζ – ξw x, w tt = ww xx, w xt = ζ x – ξ x w x – ξw xx (15.9.2.17)

The last formula has been obtained by differentiating the first one with respect to x Substituting w t , w tt , w xt from (15.9.2.17) into (15.9.2.16) yields a polynomial in two “independent” derivatives, w x and w xx Equating the functional coefficients of this polynomial to zero, we arrive at the determining system:

w x w xx: 2– w)ξ w=0,

w xx: 2ξξ t+2wξ x+2ξξ w ζ – ζ =0,

w3x: 2– w)ξ ww=0,

w2x: 2– w)ζ ww+2ξξ wt+2ξξ ww ζ–2ξξ x w+2wξ wx=0,

w x: ξ tt+2ξζ wt+2ξ wt ζ+2ξζζ ww + ξ ww ζ2–2ξ t ξ –2ξ ξ w ζ–2ξξ w ζ +2wζ wx – wξ xx=0, 1: ζ tt+2ζζ wt + ζ2ζ ww–2ξ t ζ –2ξ w ζζ x – wζ xx=0

From the first equation it follows that

2) ξ=

Consider both cases

1◦ For ξ = ξ(x, t), the third equation of the determining system (15.9.2.18) is satisfied identically From the

second equation it follows that

The fourth equation is also satisfied identically in view of (15.9.2.18) and (15.9.2.20) Substituting (15.9.2.18) and (15.9.2.20) into the fifth and sixth equations of the determining system yields two solutions:

ξ = αt + β, ζ=2α (αt + β) (first solution);

where α and β are arbitrary constants.

First solution The characteristic system of ordinary differential equations associated with the first solution (15.9.2.21), with α =2and β =0, has the form

dt

1 =

dx

2t = dw8t

Find the first integrals: C1 = x – t2, C2= w –4t2 Following the scheme shown in Fig 15.5, we look for a

solution in the form w –4t2=Φ(x – t2) Substituting

w=Φ(z) +4t2, z = x – t2 (15.9.2.22) into (15.9.2.15) yields the following autonomous ordinary differential equation forΦ = Φ(z):

ΦΦ

zz+2Φ

z=8

It is easy to integrate Reducing its order gives a separable equation As a result, one can obtain an exact solution to equation (15.9.2.15) of the form (15.9.2.22)

Second solution The characteristic system of ordinary differential equations associated with the second solution of (15.9.2.21), with α =1and β =0, has the form

dt

1 =

dx

x = dw

2w

Find the first integrals: C1 = ln|x|– t, C2= w/x2 Following the scheme shown in Fig 15.5, we look for a

solution in the form w/x2=Φ(ln|x|– t) Substituting

w = x2Φ(z), z = ln|x|– t

into (15.9.2.15) yields the autonomous ordinary differential equation

(Φ –1)Φ

zz+3ΦΦ

z+2Φ2=0,

which admits order reduction via the substitution U (Φ) = Φ

z

2◦ The second case of (15.9.2.19) gives rise to the trivial solution ζ =0(as follows from the fourth equation

of the determining system), which generates the obvious solution w = const.

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15.10 Differential Constraints Method

15.10.1 Description of the Method

15.10.1-1 Preliminary remarks A simple example.

Basic idea: Try to find an exact solution to a complex equation by analyzing it in conjunction

with a simpler, auxiliary equation, called a differential constraint.

In Subsections 15.4.1 and 15.4.3, we have considered examples of additive separable solutions of nonlinear equations in the form

w (x, y) = ϕ(x) + ψ(y). (15 10 1 1 )

At the initial stage, the functions ϕ(x) and ψ(y) are assumed arbitrary and are to be

determined in the subsequent analysis.

Differentiating the expression (15.10.1.1) with respect to y, we obtain

∂w

∂y = f (y) (f = ψy ) (15 10 1 2 ) Conversely, relation (15.10.1.2) implies a representation of the solution in the form (15.10.1.1).

Further, differentiating (15.10.1.2) with respect to x gives

2w

∂x∂y = 0 (15 10 1 3 ) Conversely, from (15.10.1.3) we obtain a representation of the solution in the form (15.10.1.1).

Thus, the problem of finding exact solutions of the form (15.10.1.1) for a specific partial differential equation may be replaced by an equivalent problem of finding exact solutions

of the given equation supplemented with the condition (15.10.1.2) or (15.10.1.3) Such supplementary conditions in the form of one or several differential equations will be called

differential constraints.

Prior to giving a general description of the differential constraints method, we demon-strate its features by a simple example.

Example Consider the third-order nonlinear equation

∂w

∂y

2w

∂x∂y∂w

∂x

2w

∂y2 = a ∂

3w

which occurs in the theory of the hydrodynamic boundary layer Let us seek a solution of equation (15.10.1.4) satisfying the linear first-order differential constraint

∂w

Here, the function ϕ(y) cannot be arbitrary, in general, but must satisfy the condition of compatibility of equations (15.10.1.4) and (15.10.1.5) The compatibility condition is a differential equation for ϕ(y) and is a

consequence of equations (15.10.1.4), (15.10.1.5), and those obtained by their differentiation

Successively differentiating (15.10.1.5) with respect to different variables, we calculate the derivatives

w xx=0, w xy = ϕ  y, w xxy=0, w xyy = ϕ  yy, w xyyy = ϕ  yyy (15.10.1.6)

Differentiating (15.10.1.4) with respect to x yields

w xy2 + w y w xxy – w xx w yy – w x w xyy = aw xyyy (15.10.1.7)

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