Indefinite Potential Solutions of Stochastic
Particle Motions
in a Finite Domain with Absorbing Barrier
Conditions
Fethi Bin Muhammed Belgacem, Ahmed Abdullatif
Karaballi
Kuwait
University, P.O. Box 5969, Safat 130
Kuwait
e-mail: belgacem@mcs.sci.kuniv.edu.kw
In this paper, we show that despite their distinction, both
the Stratonovich and Ito calculi lead to the same reactive Fokker-Planck
Equation:
(1)
describing the stochastic dynamics of a particle moving
under the influence of an indefinite
potential
, a drift
and a constant diffusion
. We treat the periodic-parabolic eigenvalue problem (1) for
finite domains having absorbing barriers. We show that under conditions
required by the maximum principle, the positive principal eigenvalue
(and the negative
principal eigenvalue
) is connected to the probability eigendensity function
by a Raleigh-Ritz like formulation. In the process, we
establish the manner of effect of the drift and any inducing potential on the
size of the principal eigenvalue. We show that the degree of convexity of the
potential plays a major role in this regard.
In the absence of randomness, the directed motion of a
particle on the real line due to an existing differentiable potential
[1] is given by:
(1.1)
The drift function
is then the velocity with which the particle travels and in
the event that B does not vary with time, the motion of the particle is steady,
and satisfies the equation
(1.2)
Assuming an additional random component for the motion of
the particle without violating its continuity, equation (1.1) can be expanded
to the Langevin equation:
(1.3)
Here, the function
is rapidly fluctuating with time, having null
statistical mean and Dirac
variance function.
The quantity
is commonly known to
be closely related to the Wiener process
[2]. The function
indicates the scale of
randomness in the particle motion and is connected with the phenomenon of
diffusion in the prescribed medium [3]. In fact the diffusion coefficient of
the medium D(x,t) is known to be given by the relation:
(1.4)
Clearly
is a non-negative function, and in this regard the Langevin
equation may technically be called the
stochastic drift-diffusion equation, and be written:
(1.5)
The problem at hand is to estimate the
influence of the drift
on the behavior of
the particle motion described by the Langevin equation in a finite interval
having absorbing
ends. Assuming that the particle is subjected to a reactive potential
that changes sign in
the interval
, we may ask how is the long term behavior of the particle
affected if the drift is induced by
. The standing conjecture [4,5] is that for the reflecting
barrier case a drift along
should settle the
particle mostly in areas where the potential
is optimally positive. This is treated in [6]. In this paper
we only consider the absorbing barrier case.
References
1.
Karaballi, A. A. On the
ejection of solutions in a central force field. Celestial Mechanics, 41, 1988,
323-332.
2.
Gardiner, C. W. Handbook of
stochastic methods for physics, chemestry and natural sciences, 3rd
Ed., Springer-Verlag, New York, 1988.
3.
Eckstein, E. C., Belgacem,
F. Model of platelet transport in flowing blood with drift and diffusion terms.
Biophysical Journal, Vol.60, July 1991, 53-69.
4.
Belgacem, F. Boundary Value
Problem with indefinite Weight and Applications. Internat. J. “Problems of
Nonlinear Analysis in Engineering Systems”, Vol.10, No.2, 1999, 51-58.
5.
Belgacem, F., Cosner C. The
effects of dispersal along environmental gradients on the dynamics of
populations in heterogeneous environments. Canadian Applied Math. Quaterly
Journal Vol.3, Number 4, fall 1995, 379-397.
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