Abstract
We construct the global existence and exponential time decay rates of mild solutions to the non-linear Fokker–Planck equation near a global Maxwellians with small-amplitude initial data in the low regularity function space where the regularity assumption on the initial data is weaker.
Keywords:
non-linear Fokker–Planck equation; global existence; exponential time decay rates; low regularity function space MSC:
35Q20; 35A01
1. Introduction and Main Results
In this paper, we are concerned with the Cauchy problem to the nonlinear Fokker–Planck equation as follows
where the non-negative unknown function is the spatially periodic density distribution function of particles with position and velocity at time , and the density is defined as .
In statistical mechanics, nonlinear Fokker–Planck equation is a partial differential equation which describes the Brownian motion of particles. This equation illustrates the evolution of particle probability density function with velocity, time and space position under the influence of resistance or random force. This equation is also widely used in various fields such as plasma physics, astrophysics, nonlinear hydrodynamics, theory of electronic circuitry and laser arrays, population dynamics, human movement sciences and marketing.
The global equilibria for the nonlinear Fokker–Planck Equation (1) is the normalized global Maxwellian
Therefore, we can define the perturbation by
then the Cauchy problem (1) of the nonlinear Fokker–Planck is reformulated as []
where the density and the linear Fokker–Planck operator L are given by
and
Defining the velocity orthogonal projection
then for any given function , one has
with
Therefore, we have the following macro–micro decomposition of solutions of the nonlinear Fokker–Planck Equation (1) with respect to the given global Maxwellian which was introduced in []
where denotes the identity operator, and are called the macroscopic and the microscopic component of , respectively.
Furthermore, multiplying (2) by and integrating with respect to v over to obtain
then integrating the equality with respect to x over , we get the conservation of mass
Let and denote the norm by
As is known [,,], the Fokker–Planck operator L is coercive in the sense that there is a positive constant such that
Motivated by [], we use the low-regularity function space equipped with norm
where the Fourier transformation of with respect to is defined by
In this paper, we will use to denote the discrete measure in , i.e.,
Notations
- means that there is a constant such that . means and .
- Denoting the dot product for any complex functions.
- Denoting the complex inner product over , i.e.,
- The convolution of f and g is defined as
- denotes the real part of a complex number.
Based on this preparing work, our main result can be stated as follows.
Theorem 1.
Assume that satisfies the conservation of mass
and , there is a small sufficiently such that if
then the Cauchy problem (2) admits a unique global mild solution satisfying , and it holds that
for any . Moreover, there is a constant such that the solution also admits the time decay estimate
for any .
Remark 1.
Compared with the integer Sobolev space used in [], the regularity assumption on the initial data is weaker due to .
There are a lot of results about the global existence and large time behavior of solutions to Fokker–Planck-type equations, such as, for the Fokker–Planck–Boltzmann equation, the global existence and temporal decay estimates of classical solutions are established based on the nonlinear energy method developed in [], under Grad’s angular cut-off in [,] and without cut-off in [,], respectively. As for the Vlasov–Poisson–Fokker–Planck equation, Duan and Liu [] obtained the time-periodic small-amplitude solution in the three dimensional whole space by Serrin’s method. Hwang and Jang [], Wang [] obtained the global existence and the time decay of the solution. For the problem (1), the global existence is proved by combining uniform-in-time energy estimates and the decay rates of the solution is obtained by using the precise spectral analysis of the linearized Fokker–Planck operator as well as the energy method in []. Interested readers can refer to the references [,,,,,,,,,,,,,,,,,] for more related details.
We note that the previous related results that are obtained in Sobolev space involved the v-derivatives or x-derivatives, which required high regularity of the initial data. In order to obtain the global in time solutions in low-regularity function space, Duan–Liu–Sakamoto–Strain [] introduced the space to deal with the Landau and non-cutoff Boltzmann equation, where corresponds to the Weiner algebra over a torus satisfying Motivated by this method, we are desired to obtain the global existence of solutions to the Fokker–Planck–Boltzmann equation in low regularity function space.
The rest of this paper is organized as follows. In Section 2, we list some basic lemmas which will be used in the later proof. Section 3 and Section 4 are devoted to deducing global existence and exponential time decay rates for the solution to the Cauchy problem of the Fokker–Planck–Boltzmann equation respectively, where the proofs of Theorem 1 is complete.
2. Basic Lemmas
In this section, we give some results concerning the linear Fokker–Planck operator L and the nonlinear term.
Lemma 1
([,,]). There is a constant such that
Lemma 2.
It holds that
for any , where the constant can be arbitrarily small. It also holds that
Proof.
By Fubini’s theorem, one can obtain
By applying Cauchy–Schwarz’s inequality with respect to and using Young’s inequality, we have
where is a sufficiently small universal constant. For the second term in the above inequality, we can obtain
by the Minkowski’s inequality By Fubini’s theorem and translation invariance with (16), we obtain
Applying the Hölder inequality, we have
Similarly, we can obtain
3. Global Existence
Firstly, we need to obtain the estimates of the microscopic dissipation for the solution f in (2).
Proposition 1.
Under the assumptions in Theorem 1, it holds that
for any , where the constant can be arbitrarily small.
Proof.
Taking Fourier transform of (2) with respect x, we have
where the convolutions are taken with respect to :
Taking product with the complex conjugate of and further taking the real part of the resulting equation, we have
integrating the above identity with respect to v and then t, we obtain
Recalling the coercivity estimates of L in Lemma 1, we can obtain
Taking the square root on both sides and using the inequality
we further have
Now we give the estimate of the macroscopic component by the dual argument.
Proposition 2.
Under the assumptions of Theorem 1, it holds that
Proof.
In order to obtain the estimate of a, we take a test function as
which will be fixed later. Applying the Fourier transform to (2), taking the inner product of it and in , then integrating the resultant over , one can obtain
where we have used the notation and set be an arbitrary fixed constant. Denoting , and plugging in the macro–micro decomposition, we have
Thanks to (6), we can get the conservation law for mass, i.e.,
so that . Now we choose the test function as
where is a solution to
Since , we can formally write for any where . Using the estimate of a in [], we can obtain
where is a sufficiently small universal constant. Now we concentrate on the estimate of , since
By virtue of the macro–micro decomposition, (5) gives
Owing to and (26), we obtain
as the integrand function is odd for v. Due to and , it holds that with the Young’s inequality
Similarly, we can obtain
Regarding the estimate of , we can also deduce that
where
and
since the integrand function is odd for v. By collecting the above estimates and taking is small enough, we obtain
Thus, we have
where we have used
and
in Lemma 2. Thus the proof the proposition is complete. □
Proposition 3.
Under the assumptions of Theorem 1, it holds that
Proof.
With the above preparation in hand, we are ready to deduce the global-in-time existence of the solution. Firstly, the local-in-time existence and uniqueness of the solutions to the Cauchy problem (2) can be established by performing the standard arguments as in [], where we omit its proof for simplicity. To extend the local solution into the global one, we can deduce that
from (27) in Proposition 3 by virtue of the smallness assumption on . Combining this with the local existence, the global mild solution and uniqueness follows immediately from the standard continuity argument. This completes the proof of the global existence and the uniform estimate (10).
4. Large Time Behavior
To deduce the exponential time decay rates of the solution , we take
with which will be chosen later. Since f satisfies the system (2), then satisfies
with initial data
Using the same method to deduce Proposition 3, we can obtain
for any . Then, take to be small enough, yields that
By the Minkowski’s inequality , we can deduce
Since that , then one can obtain
Thus, we have completed the proof of Theorem 1.
5. Conclusions
In this paper, the global existence and exponential time decay rates of mild solutions to the nonlinear Fokker–Planck equation are obtained in the low regularity space by the nonlinear energy estimates. Compared with the previous results, the regularity assumption on the initial data is weaker.
Author Contributions
Y.F.: formal analysis, writing—original draft preparation. B.T.: proof of theorem, review and supervision. All authors have read and agreed to the published version of the manuscript.
Funding
The first author is supported by the National Natural Science Foundation of China under contracts 11801285 and Foundation of Nanyang Normal University under contracts 2018ZX014. The corresponding author is supported by the National Natural Science Foundation of China under contracts 12026263.
Institutional Review Board Statement
Not applicable.
Informed Consent Statement
Not applicable.
Data Availability Statement
Not applicable.
Conflicts of Interest
The authors declare no conflict of interest.
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