Fundamental solution of degenerated Fokker - Planck equation
📝 Original Info
- Title: Fundamental solution of degenerated Fokker - Planck equation
- ArXiv ID: 0804.0303
- Date: 2009-09-29
- Authors: Researchers from original ArXiv paper
📝 Abstract
Fundamental solution of degenerated Fokker - Planck equation is built by means of the Fourier transform method. The result is checked by direct calculation.💡 Deep Analysis
Deep Dive into Fundamental solution of degenerated Fokker - Planck equation.Fundamental solution of degenerated Fokker - Planck equation is built by means of the Fourier transform method. The result is checked by direct calculation.
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In this paper we consider the special case of the Fokker -Planck equation with zero damping force. We call it degenerated Fokker -Planck equation. Forthis special case the equation reads:
where n = n(t, x, y, z, v x, v y, v z )-density; t -time variable;
x, y, z -space coordinates; v x, v y, v z -velocities;
k -coefficient of diffusion.
We shall search solution of equation ( 1) for unlimited space
Let us denote by n 0 initial density
We shall use the Fourier transform method. Let us denote by N Fourier transform of density N = N (t, p x, p y, p z, q x, q y, q z) = (4)
∫ exp(-i(xp x + yp y + zp z + v x q x + v y q y + v z q z ))ndxdydzdv x dv y dv z . and by N 0 -Fourier transform of initial density: N 0 ( p x, p y, p z, q x, q y, q z ) = N (0, p x, p y, p z, q x, q y, q z )( 5) where p x, p y, p z -space coordinates momentum variables; q x, q y, q z -velocities momentum variables.
Multiplying (1) by exp(-i(xp x + yp y + zp z + v x q x + v y q y + v z q z )) and integrating overw hole space and velocities, we obtain
The equation ( 6) is a linear differential equation of first order,s oi tc an be solved by the method of characteristics. Relations on the characteristics are
First three equations (7) have three integrals:
If we combine (8) with next three equations (7), we get three further integrals q x + p x t = const;( 9)
We solve(9) for q x , q y , q z and obtain q x = q x0p x t;( 10) q y = q y0p y t; q z = q z0p z t.
On the other hand, if we solve(9) for q x0 , q y0 , q z0 ,weobtain q x0 = q x + p x t;( 11) q y0 = q y + p y t; q z0 = q z + p z t.
To get the last integral of (7), we replace current velocities momentum variables q x , q y , q z by initial velocities momentum variables q x0 , q y0 , q z0 in q 2 x + q 2 y + q
Integrating (12) in t,weobtain the last integral
We replace in (13) initial values of velocities momentum variables by their current values
To determine the constant term in (14), we write the same expression for initial values and equate both expressions
Solve(15) for N N = N 0 p x , p y , p z , q x + p x t, q y + p y t, q z + p z t × (16)
The N 0 (. . . ) in the ( 16) means, that one have tocalculate N 0 from initial density according to (5) and then replace values of its arguments by expressions (11).
The Fourier transform of initial density (17) is
Substituting (11) for N 0 arguments in (18) gives
It is clear that (20) is the Fourier transform of (21
To get inverse Fourier transform of n from its Fourier transform (16) we use twoknown results ([1]):
A product of 2 functions A(ω )B(ω )transforms to convolution a(x)*b(x).
The Gaussian exponent of quadratic form e -ω t A ω with matrix A transforms to exponent of quadratic form with inverse matrix
x t A -1 x .
In our case the matrix is (see ( 16))
The determinant is equal to
Let us denote by D expression
The inverse matrix is
Combining ( 21) with (25) we obtain expression for the fundamental solution:
where * means convolution of twofunctions.
The convolution of arbitrary function with product of delta functions simplifies to substitution delta function arguments for this function arguments. Finally,weobtain
This is the fundamental solution of the degenerated Fokker -Planck equation.
Let us check validity of solution (27-28). Direct differentiation of (27-28) and substitution to (1) leads to cumbersome calculations. Therefore we use “semi-reverse” method. (27) has Gaussian form, so we search Gaussian solutions of (1):
To get rid of exponents we write
l must satisfy equation
instead of equation (1) for n.
Substituting (29) for A, B, C, Q in (30) and collecting of similar terms leads to following equations dA dt = 4kB 2 ;( 32)
It is not easy to solvenonlinear system (32-35), but our task is simpler.W ehav e only to check, that
satisfies both equations (32-35). This result is obvious.
We provedvalidity of (27) for the special case
Forthe common case we prove that differential operators (see [ 43) we build prolongation of differential operator according to Lie prolongation formula (ref. [3])
where u α -aset of dependent variables;
x i -aset of independent variables; D i -full derivation on x i operator; δ u α , δ x k -a ctions of infinitesimal symmetry operator on variables. Weu se this non-standard notation instead of usual ζ α , ξ i to emphasize their nature as small variations of variables. where n t = ∂n ∂t .For second order derivativeswehav e δ (n uu ) = 0, δ (n vv ) = 0, δ (n ww ) = 0(see [3]).
It is easy to calculate, that the action of (45-47) on ( 1) is identical zero.
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