Fully Nonlinear Equations with Applications to Grad Equations in Plasma Physics
Abstract
In this paper we generalize an equation studied by Mossino and Temam in [7], to the fully nonlinear case. This equation arises in plasma physics as an approximation to Grad equations, which were introduced by Harold Grad in [4], to model the behavior of plasma confined in a toroidal vessel. We prove existence of a -viscosity solution and regularity up to for any (we improve this regularity near the boundary). The difficulty of this problem lays on a right hand side which involves the measure of the superlevel sets, making the problem nonlocal.
Introduction
We will consider -viscosity solutions for
(1) |
where is an open, bounded and connected set, with boundary. The operator , is a convex, uniformly elliptic operator with ellipticity constants , where real nn symmetric matrices. For simplicity we will assume . We will also require that satisfies the following structure condition
(2) |
for all . Here, and are the extremal Pucci operators
and
where are the eigenvalues of . In the right hand side of (1), denotes the n-dimensional Lebesgue measure, and is a continuous function. We will adopt the notation
for the superlevel sets of . Finally, we consider a boundary value for .
The motivation to study this problem is to generalize Grad equations in plasma physics, and its approximations, to nonlinear operators. These equations were introduced by Harold Grad in [4], and appear in the literature as Queer Differential Equations(QDE), or Grad Equations. They arise in modelling plasma, which is confined under magnetic forces in a toroidal container. Grad noticed that a simplified version of plasma equations was possible using , the increasing rearrangement of :
Here is where we start building a connection with our approximation problem (1). Notice that heuristically, is the inverse of the measure of the sublevel sets of . In [4], he demonstrated that there are profile functions and which are prescribed by the dynamics of the plasma; consequently his equation reads
for some power . For clarity we avoided the arguments: and its derivatives are evaluated at some point while the rearrangements and its derivatives are evaluated at . Many authors attacked the problem trying to approximate these equations. The first one was introduced by Roger Temam in [8], and then improved by Mossino and Temam in [7]. They studied properties of directional derivatives of the rearrangement function, and proved existence results for
Years later, Laurence and Stredulinsky, in [5] and [6], studied a model equation, closer to Grad’s formulation. They considered the particular case when , and obtaining
Even this simplified case presents many difficulties. The authors introduced a very interesting approach to the problem: they described an approximation with solutions to a free boundary problem. In order to apply this process they assumed extra regularity for the level sets of a solution, which is mentioned later in Section 3.
The idea behind this paper is the following: all of these previous papers addressed the problem with a variational method for the Laplacian; instead, we will use a viscosity approach for a general family of fully nonlinear operators. A similar equation to the one of Mossino and Temam is studied, and even for the case with the Laplacian we improve the regularity results.
The paper is organized as follows: In the first section we cite some preliminary definitions. Mainly, we state the basics of -viscosity solutions. The classic viscosity solutions’ theory does not apply to this particular problem because of our right hand side in (1). Disregarding the regularity of and , we notice that having for some constant makes the right hand side of our equation discontinuous. Therefore, we adopt this -viscosity notion defined in [2] by Caffarelli, Crandall, Kocan and Swiech which allows merely measurable “ingredients”. In their paper they proved existence and interior -estimates for solutions to an equation with a fixed right hand side . Strongly based on their results, Winter in [9] extended this regularity up to the boundary proving global -estimates for viscosity solutions and an existence result for -strong solutions. For clarity in the presentation, the results from the literature that will be used through the paper will be addressed at the Appendix A.
In section 2 we state and prove the main theorem of existence and global regularity. The idea of the proof is to
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•
freeze in the right hand side
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solve the resulting equation using [2] theory
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build a sequence of right hand sides and solutions
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use a fixed point argument and a convergence theorem to find a solution
In section 3 we prove more regularity under additional hypothesis. As long as is uniformly bounded below, or equivalently, if we have a uniform interior ball condition for the level sets of , then we have regularity for the right hand side. This estimate turns into regularity for the solution . We cannot ensure regularity for the level sets, but if we start with a regular enough domain, say with a uniform interior ball condition, then we gain regularity for in a neighborhood of the boundary.
1 Preliminary Definitions
First we are going to present the definitions of viscosity solutions for fully nonlinear equations with measurable ingredients, described in the paper of Caffarelli-Crandall-Kocan-Swiech [2]. In this setting we work with the problem
(3) |
where our right hand side is a fixed measurable function .
Definition 1.1.
Let be a uniformly elliptic operator, for . Let be a continuous function, we say it is a -viscosity subsolution of (3) in , if on and the following holds: for all such that has a local maximum at then
We define supersolutions in the same way; is a -viscosity supersolution of (3) in , if on and the following holds: for all such that has a local minimum at then
Remark 1.2.
We can also use this alternative definition for -viscosity subsolutions. For all , for all , and open such that
a.e. in , then cannot have a local maximum in .
Because we will use Winter’s results, we also add the definition of -strong subsolutions.
Definition 1.3.
2 Main result
In this section we state and prove existence and a first global regularity result.
Theorem 2.1.
Our problem (1)
with the setting given in the introduction, has a -viscosity solution . Furthermore, and we have the following estimate
Corollary 2.2.
Using Sobolev embedding theorem we get that a solution is in for any , provided that for every .
The structure of the proof for Theorem 2.1 is somehow simple; we set an approximating problem (6), we prove the existence of a solution for it and then we take the limit to obtain the solution to (1). Before presenting this approximating problem in Lemma 2.3, we give a quick explanation on the reasoning behind it. Recall that the results from the appendix will be used next: existence and uniqueness, fixed point, and convergence.
If in (1) we freeze a function for the right hand side, i.e. , we get
(4) |
Then the hypothesis of Theorem A.1 are satisfied and there exists a unique -viscosity solution to (4). The next step would be to apply the fixed point Theorem A.2 for the application . The problem is that we cannot ensure continuity for because of the right hand side of (4). Not even if we require more regularity for (not even works). We will overcome this inconvenient solving an auxiliary problem with a smoothened right hand side which allows us to perform the fixed point argument. Given , , consider
(5) |
Because , using Theorem A.1 we have existence and uniqueness of a -viscosity solution to (5) with the estimate
Now we can state our approximation lemma.
Lemma 2.3.
Given , there exists a -viscosity solution to
(6) |
Proof.
The existence is proved, as we remarked, using the fixed point Theorem A.2. We define as the application defined by (5) and the existence and uniqueness theorem, i.e., . In order to prove the hypothesis required for , we will make use of the convergence Theorem A.3.
Continuity of T: If we consider , then, does ? We know that and
with independent on . This is achieved using Alexandroff-Bakelman-Pucci (ABP) estimates
and the equivalent for the . This ABP version for measurable ingredients is stated in Caffarelli-Crandall-Kocan-Swiech(Proposition 3.3 in [2]). We also have the estimate
which makes even independent on . Now consider any subsequece of . Using Rellich-Kondrachov theorem we can find a subsequence of (for simplicity we will use the notation ) converging to some in the Lipschitz norm, i.e., . If we can prove that is the unique -viscosity solution to (5)(), then we have the convergence . Therefore, we obtain the continuity for .
Every is the unique -viscosity solution to (5) with in the right hand side. We have , and fixed for every . The convergence implies the locally uniformly convergence. So we only need to check the convergence
in order to satisfy all the hypothesis in the convergence Theorem A.3. We know that , then . Thus let and fixed,
as and also
We can show that for a.e. in . This happens if and only if for a.e. . A corollary of Rademacher theorem, says that if is a Lipschitz function then for a.e. , . Therefore . Using a corollary of the Coarea formula we get also that . Here stands for the -dimensional Hausdorff measure. Then for every we get the convergence
for a.e. . Applying the dominated convergence theorem first, and the continuity of we get
(7) |
as . This last result is the pointwise convergence of to . Again, applying the dominated convergence theorem we get the convergence needed. So all the hypothesis are satisfied to apply the theorem and therefore is continuous.
Compactness of T: Let a bounded sequence in then is bounded as before. After Rellich-Kondrachov there exists a convergent subsequence.
Boundedness of the eigenvectors: We have to prove that the set
is bounded. Suppose by contradiction that it is not. First we note that with , and for every the associated with is not zero. Suppose then that there exist a sequence of nonzero elements , and a respective sequence such that and . Because , then and
which is a contradiction. Therefore is bounded.
The purpose of finding such a , was to approximate a solution for (1). Then the following question is if we can take the limit .
Proof of Theorem 2.1.
For every we have a solution with uniformly bounded norm(with respect to ). Then there exists a subsequence(that we will also call ) and a Lipschitz function such that . So locally uniformly and we will be able to apply again the convergence Theorem A.3. In this case we have on the right hand sides, the functions
and
We are left to prove the convergence
By triangle inequality
We have that the second term goes to zero as in previous calculations (7). We will use a similar argument for bounding the first term.
Then
and
Therefore
as . Accordingly we obtained pointwise convergence for to , which after the dominated convergence theorem implies the convergence on the norm.
The last remark of this section is that we obtain an explicit formula for the Dirichlet problem in a ball.
Example 2.4.
When , , and we have the solution:
where is the measure of the n-dimensional unit ball. In a similar way we can prove that is a solution when (respectively for ). We will use this example in the next section to build subsolutions that can be used as barriers to prove gradient bounds.
3 Further Regularity
In order to gain more regularity for our solution we probably need to get some regularity for the right hand side . So far, in the case when has flat regions, is not even continuous. In principle, this discontinuity does not depend on the regularity of but on its flat regions. We can prove that under the negativity of , is not allowed to have these flat regions with positive measure.
Remark 3.1.
Proof.
Suppose that there exists an such that satisfies that . Then, by a classic result from Stampacchia we obtain that
Now we can define , and apply Stampacchia’s result again
(8) |
We are left with the set with the same measure . By the definition of being a -strong supersolution of (1), we have that for a.e in
Moreover, for , the argument inside is strictly positive; . So in the particular case when in we get the contradiction
∎
Then, for this specific case we obtain continuity for . But we need at least regularity on in order to apply Schauder type estimates to obtain . We will have this regularity in two particular cases listed in the next two theorems. The first one is an adaptation(simplification) to Laurence and Stredulinsky’s theorem and requires an additional lower bound for the gradient.
Theorem 3.2 (Theorem 3.1 in [6]).
Let with a uniform lower bound in the set , where and . Then .
In other words, the theorem asserts that if we have an uniform lower bound for the gradient(away from the maximum of ), then we get: regularity for the level sets of and we discard a possible “flatness” which ruins the smoothness of . The proof presented in [6] includes an approximation argument by functions and coarea formula.
This last theorem translates into regularity for our problem. We state this in the following corollary.
Corollary 3.3.
Proof.
In order to get estimates we just need to apply the classical theory of viscosity solutions for fully nonlinear equations as in Chapter 8 from [1]. Recall that at this point we have a right hand side in which allows us to use classical viscosity solutions instead of -viscosity solutions. ∎
The second theorem states that, under certain conditions, a barrier argument implies lower bounds as in Theorem 3.2.
Theorem 3.4.
If has a uniform inner ball condition (i.e., for any point in , there exists a ball with and ), then in a neighborhood of , where . We consider the case where and on .
Proof.
If we pick any point we can touch it with a ball . As in Example 2.4 we can build a an explicit solution in for . Now we apply comparison between and in order to get gradient estimates. Without loss of generality we can take small enough, such that
for every . This is possible because of the continuity of and of the right hand side, i.e.,
If this is the case then
in . In addition, we have that at . So comparison applies and forces in . Therefore we also have a lower bound for the gradient at the boundary, with the estimate
where is the inner normal to . Finally we can extend a lower bound(say ) to a neighborhood of the boundary of which will depend on the norm of . ∎
Remark 3.5.
We can repeat this argument as long we have uniform inner ball conditions for the level sets , and so, regularity for the solution in that annulus.
Remark 3.6.
We expect this condition to be satisfied for convex domains, where we deduce the solutions will have convex level sets. On the other hand, for nonconvex domains, in particular for dumbbell shaped domains, we expect to have a singular critical point where the superlevel sets separate into two components.
Appendix A Appendix
In this appendix section we gather the results from the literature that will be used in the proof of the main Theorem 2.1. First we have an existence and uniqueness result when the right hand side is fixed. We refer to Winter’s version because it includes additional bounds for the unique solution.
Theorem A.1 (Winter 4.6 in [9]).
Let be a convex operator satisfying the structure condition (2) and , for , and . Then, there exists a unique -viscosity solution to
Moreover, and
for
Second, we introduce a classic fixed point theorem that will be crucial to extract a solution to our problem, out of a family of approximations.
Theorem A.2 (Schaefer Fixed Point Theorem).
Let a continuous and compact mapping, with a Banach space, such that the set
is bounded. Then has a fixed point.
Third, we will need the next powerful convergence result that will be used for proving continuity in the fixed point argument. And later for proving convergence of the solutions to auxiliary problems.
Theorem A.3 (Caffarelli-Crandall-Kocan-Swiech 3.8 in [2]).
Let a sequence of subdomains of converging to . Let and be uniformly elliptic operators with the same ellipticity constants and satisfying the structure condition (2). Let and for . Let be -viscosity subsolutions(supersolutions) of
in , with converging locally uniformly to in . Finally assume that for every , and for every we have
Then is a -viscosity subsolution(supersolution) of
in
Finally, we note that
References
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- [2] L. Caffarelli, M.G. Crandall, M. Kocan, and A. Swiech. On viscosity solutions of fully nonlinear equations with measurable ingredients. Communications on Pure and Applied Mathematics, 49(4):365–398, 1996.
- [3] L. Escauriaza. W2,n a priori estimates for solutions to fully non-linear equations. Indiana University mathematics journal, pages 413–423, 1993.
- [4] H. Grad. Alternating dimension plasma transport in three dimensions. Technical report, New York Univ., NY (USA). Courant Inst. of Mathematical Sciences, 1979.
- [5] P. Laurence and E. Stredulinsky. A new approach to queer differential equations. Communications on Pure and Applied Mathematics, 38(3):333–355, 1985.
- [6] P. Laurence and E. Stredulinsky. A bootstrap argument for grad generalized differential equations. Indiana University mathematics journal, 38(2):377–415, 1989.
- [7] J. Mossino and R. Temam. Directional derivative of the increasing rearrangement mapping and application to a queer differential equation in plasma physics. Duke Mathematical Journal, 48(3):475–495, 1981.
- [8] R. Temam. Monotone rearrangement of a function and the grad-mercier equation of plasma physics. In Proc. Int. Conf. Recent Methods in Nonlinear Analysis and Applications, E. de Giogi and U. Mosco Eds, 1978.
- [9] N. Winter. W2,p- and -estimates at the boundary for solutions of fully nonlinear, uniformly elliptic equations. Zeitschrift für Analysis und ihre Anwendungen, 28(2):129–164, 2009.
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