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Fully Nonlinear Equations with Applications to Grad Equations in Plasma Physics

Luis A. Caffarelli and Ignacio Tomasetti111Authors are supported by the NSF Grant DMS 1500871.
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 W2,pW^{2,p}-viscosity solution and regularity up to C1,α(Ω¯)C^{1,\alpha}(\overline{\Omega}) for any α<1\alpha<1(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 W2,pW^{2,p}-viscosity solutions u:Ωnu:\Omega\subset\mathds{R}^{n}\longrightarrow\mathds{R} for

{F(D2u(x))=g(|uu(x)|)in Ωu=ψon Ω\begin{cases}F(D^{2}u(x))=g\Big{(}|u\geq u(x)|\Big{)}&\text{in $\Omega$}\\ u=\psi&\text{on $\partial\Omega$}\end{cases} (1)

where Ωn\Omega\subset\mathds{R}^{n} is an open, bounded and connected set, with C1,1C^{1,1} boundary. The operator F:𝒮F:\mathcal{S}\longrightarrow\mathds{R}, is a convex, uniformly elliptic operator with ellipticity constants 0<λΛ0<\lambda\leq\Lambda, where 𝒮:={\mathcal{S}:=\{real n×\timesn symmetric matrices}\}. For simplicity we will assume F(0)=0F(0)=0. We will also require that FF satisfies the following structure condition

(MN)F(M)F(N)+(MN),\mathcal{M}^{-}(M-N)\leq F(M)-F(N)\leq\mathcal{M}^{+}(M-N), (2)

for all M,N𝒮M,N\in\mathcal{S}. Here, \mathcal{M}^{-} and +\mathcal{M}^{+} are the extremal Pucci operators

(M)=λei>0ei+Λei<0ei,\mathcal{M}^{-}(M)=\lambda\sum_{e_{i}>0}e_{i}+\Lambda\sum_{e_{i}<0}e_{i},

and

+(M)=Λei>0ei+λei<0ei,\mathcal{M}^{+}(M)=\Lambda\sum_{e_{i}>0}e_{i}+\lambda\sum_{e_{i}<0}e_{i},

where ei=ei(M)e_{i}=e_{i}(M) are the eigenvalues of MM. In the right hand side of (1), |||\cdot| denotes the n-dimensional Lebesgue measure, and g:[0;|Ω|]g:[0;|\Omega|]\longrightarrow\mathds{R} is a continuous function. We will adopt the notation

uu(x):={yΩ:u(y)u(x)}u\geq u(x):=\{y\in\Omega:u(y)\geq u(x)\}

for the superlevel sets of uu. Finally, we consider a boundary value ψW2,p(Ω)\psi\in W^{2,p}(\Omega) for p>np>n.

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 uu^{*}, the increasing rearrangement of uu:

u(t):=inf{s:|u<s|t}.u^{*}(t):=\inf\{s:|u<s|\geq t\}.

Here is where we start building a connection with our approximation problem (1). Notice that heuristically, uu^{*} is the inverse of the measure of the sublevel sets of uu. In [4], he demonstrated that there are profile functions μ\mu and ν\nu which are prescribed by the dynamics of the plasma; consequently his equation reads

Δu=μ(u)(u)γγμ(u)(u)γ2u′′12(ν2(u))(u)2ν2(u)u′′\Delta u=-\mu^{\prime}(u)(u^{*}{{}^{\prime}})^{\gamma}-\gamma\mu(u)(u^{*}{{}^{\prime}})^{\gamma-2}u^{*}{{}^{\prime\prime}}-\frac{1}{2}(\nu^{2}(u)){{}^{\prime}}(u^{*}{{}^{\prime}})^{2}-\nu^{2}(u)u^{*}{{}^{\prime\prime}}

for some power γ\gamma. For clarity we avoided the arguments: uu and its derivatives are evaluated at some point xx while the rearrangements and its derivatives are evaluated at t:=|u<u(x)|t:=|u<u(x)|. 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

Δu(x)=g(|u<u(x)|,u(x))+f(x).\Delta u(x)=g(|u<u(x)|,u(x))+f(x).

Years later, Laurence and Stredulinsky, in [5] and [6], studied a model equation, closer to Grad’s formulation. They considered the particular case when γ=2\gamma=2, μ1/2\mu\equiv 1/2 and ν0\nu\equiv 0 obtaining

Δu(x)=u(|u<u(x)|)′′.\Delta u(x)=-u^{*}{{}^{\prime\prime}}(|u<u(x)|).

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 NN-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 W2,pW^{2,p}-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 gg and uu, we notice that having |u=c|>0|u=c|>0 for some constant cc makes the right hand side of our equation discontinuous. Therefore, we adopt this W2,pW^{2,p}-viscosity notion defined in [2] by Caffarelli, Crandall, Kocan and Swiech which allows merely measurable “ingredients”. In their paper they proved existence and interior W2,pW^{2,p}-estimates for solutions to an equation with a fixed right hand side f(x)f(x). Strongly based on their results, Winter in [9] extended this regularity up to the boundary proving global W2,pW^{2,p}-estimates for viscosity solutions and an existence result for W2,pW^{2,p}-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

  • freeze uu in the right hand side

  • solve the resulting equation using [2] theory

  • build a sequence of right hand sides and solutions

  • 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 |u||\nabla u| is uniformly bounded below, or equivalently, if we have a uniform interior ball condition for the level sets of uu, then we have C0,αC^{0,\alpha} regularity for the right hand side. This estimate turns into C2,αC^{2,\alpha} regularity for the solution uu. We cannot ensure regularity for the level sets, but if we start with a regular enough domain, say Ω\partial\Omega with a uniform interior ball condition, then we gain C2,αC^{2,\alpha} regularity for uu 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

{F(D2u(x))=f(x)in Ωu=ψon Ω\begin{cases}F(D^{2}u(x))=f(x)&\text{in $\Omega$}\\ u=\psi&\text{on $\partial\Omega$}\end{cases} (3)

where our right hand side is a fixed measurable function ff.

Definition 1.1.

Let be FF a uniformly elliptic operator, fLp(Ω)f\in L^{p}(\Omega) for p>n/2p>n/2. Let u:Ωu:\Omega\longrightarrow\mathds{R} be a continuous function, we say it is a W2,pW^{2,p}-viscosity subsolution of (3) in Ω\Omega, if uψu\leq\psi on Ω\partial\Omega and the following holds: for all φW2,p(Ω)\varphi\in W^{2,p}(\Omega) such that uφu-\varphi has a local maximum at x0Ωx_{0}\in\Omega then

esslim supxx0F(D2φ(x))f(x)0.ess\limsup_{x\rightarrow x_{0}}F(D^{2}\varphi(x))-f(x)\geq 0.

We define supersolutions in the same way; uu is a W2,pW^{2,p}-viscosity supersolution of (3) in Ω\Omega, if uψu\geq\psi on Ω\partial\Omega and the following holds: for all φW2,p(Ω)\varphi\in W^{2,p}(\Omega) such that uφu-\varphi has a local minimum at x0Ωx_{0}\in\Omega then

esslim infxx0F(D2φ(x))f(x)0.ess\liminf_{x\rightarrow x_{0}}F(D^{2}\varphi(x))-f(x)\leq 0.
Remark 1.2.

We can also use this alternative definition for W2,pW^{2,p}-viscosity subsolutions. For all φWloc2,p(Ω)\varphi\in W_{loc}^{2,p}(\Omega), for all ε>0\varepsilon>0, and OΩO\subset\Omega open such that

F(D2φ(x))f(x)ε,F(D^{2}\varphi(x))-f(x)\leq-\varepsilon,

a.e. in OO, then uφu-\varphi cannot have a local maximum in OO.

Because we will use Winter’s results, we also add the definition of W2,pW^{2,p}-strong subsolutions.

Definition 1.3.

In the same setting as before, uu is a W2,pW^{2,p}-strong subsolution of (3) in Ω\Omega, if uψu\leq\psi on Ω\partial\Omega and

F(D2u(x))f(x)F(D^{2}u(x))\geq f(x)

a.e. in Ω\Omega.

2 Main result

In this section we state and prove existence and a first global regularity result.

Theorem 2.1.

Our problem (1)

{F(D2u(x))=g(|uu(x)|)in Ωu=ψon Ω\begin{cases}F(D^{2}u(x))=g\Big{(}|u\geq u(x)|\Big{)}&\text{in $\Omega$}\\ u=\psi&\text{on $\partial\Omega$}\end{cases}

with the setting given in the introduction, has a W2,pW^{2,p}-viscosity solution uu. Furthermore, uW2,p(Ω)u\in W^{2,p}(\Omega) and we have the following estimate

uW2,p(Ω)C[uL(Ω)+ψW2,p(Ω)+g(|uu(x)|)Lp(Ω)].\|u\|_{W^{2,p}(\Omega)}\leq C\Big{[}\|u\|_{L^{\infty}(\Omega)}+\|\psi\|_{W^{2,p}(\Omega)}+\|g(|u\geq u(x)|)\|_{L^{p}(\Omega)}\Big{]}.
Corollary 2.2.

Using Sobolev embedding theorem we get that a solution is in C1,α(Ω¯)C^{1,\alpha}(\overline{\Omega}) for any α<1\alpha<1, provided that ψW2,p\psi\in W^{2,p} for every p>np>n.


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 vLip(Ω)v\in Lip(\Omega) for the right hand side, i.e. fv(x):=g(|{yΩ:v(y)v(x)}|)f_{v}(x):=g\Big{(}|\{y\in\Omega:v(y)\geq v(x)\}|\Big{)}, we get

{F(D2u(x))=fv(x)in Ωu=ψon Ω.\begin{cases}F(D^{2}u(x))=f_{v}(x)&\text{in $\Omega$}\\ u=\psi&\text{on $\partial\Omega$}.\end{cases} (4)

Then the hypothesis of Theorem A.1 are satisfied and there exists a unique W2,pW^{2,p}-viscosity solution uu to (4). The next step would be to apply the fixed point Theorem A.2 for the application T(v)=uT(v)=u. The problem is that we cannot ensure continuity for TT because of the right hand side of (4). Not even if we require more regularity for vv(not even CC^{\infty} 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 vLip(Ω)v\in Lip(\Omega), ε>0\varepsilon>0, consider

{F(D2u(x))=fvε(x):=g(1ε0ε|vv(x)h|dh)in Ωu=ψon Ω.\begin{cases}F(D^{2}u(x))=f_{v}^{\varepsilon}(x):=g\Big{(}\dfrac{1}{\varepsilon}\int_{0}^{\varepsilon}|v\geq v(x)-h|dh\Big{)}&\text{in $\Omega$}\\ u=\psi&\text{on $\partial\Omega$}.\end{cases} (5)

Because fvεLp(Ω)f_{v}^{\varepsilon}\in L^{p}(\Omega), using Theorem A.1 we have existence and uniqueness of a W2,pW^{2,p}-viscosity solution uW2,p(Ω)u\in W^{2,p}(\Omega) to (5) with the estimate

uW2,p(Ω)C[uL(Ω)+ψW2,p(Ω)+fvεLp(Ω)].\|u\|_{W^{2,p}(\Omega)}\leq C\Big{[}\|u\|_{L^{\infty}(\Omega)}+\|\psi\|_{W^{2,p}(\Omega)}+\|f_{v}^{\varepsilon}\|_{L^{p}(\Omega)}\Big{]}.

Now we can state our approximation lemma.

Lemma 2.3.

Given ε>0\varepsilon>0, there exists a W2,pW^{2,p}-viscosity solution uεu_{\varepsilon} to

{F(D2u(x))=fuε(x),in Ω.u=ψ,on Ω.\begin{cases}F(D^{2}u(x))=f_{u}^{\varepsilon}(x),&\text{in $\Omega$}.\\ u=\psi,&\text{on $\partial\Omega$}.\end{cases} (6)
Proof.

The existence is proved, as we remarked, using the fixed point Theorem A.2. We define T:Lip(Ω)Lip(Ω)T:Lip(\Omega)\longrightarrow Lip(\Omega) as the application defined by (5) and the existence and uniqueness theorem, i.e., T(v)=uT(v)=u. In order to prove the hypothesis required for TT, we will make use of the convergence Theorem A.3.

Continuity of T: If we consider vkLipvv_{k}\overset{Lip}{\longrightarrow}v, then, does uk:=T(vk)LipT(v)u_{k}:=T(v_{k})\overset{Lip}{\longrightarrow}T(v)? We know that ukW2,p(Ω)u_{k}\in W^{2,p}(\Omega) and

ukW2,p(Ω)C[ukL(Ω)+ψW2,p(Ω)+fvεLp(Ω)]C~\|u_{k}\|_{W^{2,p}(\Omega)}\leq C\Big{[}\|u_{k}\|_{L^{\infty}(\Omega)}+\|\psi\|_{W^{2,p}(\Omega)}+\|f_{v}^{\varepsilon}\|_{L^{p}(\Omega)}\Big{]}\leq\widetilde{C}

with C~\widetilde{C} independent on kk. This is achieved using Alexandroff-Bakelman-Pucci (ABP) estimates

supΩuksupΩuk+CfvεLp(Ω)\sup_{\Omega}u_{k}\leq\sup_{\partial\Omega}u_{k}+C\|f_{v}^{\varepsilon}\|_{L^{p}(\Omega)}

and the equivalent for the infΩuk\inf_{\Omega}u_{k}. This ABP version for measurable ingredients is stated in Caffarelli-Crandall-Kocan-Swiech(Proposition 3.3 in [2]). We also have the estimate

fvεLp(Ω)|Ω|1/pg(|Ω|)\|f_{v}^{\varepsilon}\|_{L^{p}(\Omega)}\leq|\Omega|^{1/p}g\big{(}|\Omega|\big{)}

which makes C~\widetilde{C} even independent on ε\varepsilon. Now consider ukju_{k_{j}} any subsequece of uku_{k}. Using Rellich-Kondrachov theorem we can find a subsequence ukjiu_{k_{j_{i}}} of ukju_{k_{j}}(for simplicity we will use the notation ui:=ukjiu_{i}:=u_{k_{j_{i}}}) converging to some uεu_{\varepsilon} in the Lipschitz norm, i.e., uiLipuεu_{i}\overset{Lip}{\longrightarrow}u_{\varepsilon}. If we can prove that uεu_{\varepsilon} is the unique W2,pW^{2,p}-viscosity solution to (5)(T(v)=uεT(v)=u_{\varepsilon}), then we have the convergence uk=T(vk)Lipuε=T(v)u_{k}=T(v_{k})\overset{Lip}{\longrightarrow}u_{\varepsilon}=T(v). Therefore, we obtain the continuity for TT.

Every uiC0(Ω)u_{i}\in C^{0}(\Omega) is the unique W2,pW^{2,p}-viscosity solution to (5) with viv_{i} in the right hand side. We have Ωi=Ω\Omega_{i}=\Omega, and Fi=FF_{i}=F fixed for every ii. The convergence uiLipuεu_{i}\overset{Lip}{\longrightarrow}u_{\varepsilon} implies the locally uniformly convergence. So we only need to check the convergence

fvε(x)fviε(x)]Lp(Br(x0))0\|f^{\varepsilon}_{v}(x)-f^{\varepsilon}_{v_{i}}(x)]\|_{L^{p}(B_{r}(x_{0}))}\longrightarrow 0

in order to satisfy all the hypothesis in the convergence Theorem A.3. We know that viLipvv_{i}\overset{Lip}{\longrightarrow}v, then δi:=vivL0\delta_{i}:=\|v_{i}-v\|_{L^{\infty}}\longrightarrow 0. Thus let xx and hh fixed,

|vivi(x)h||v+δiv(x)δih||vv(x)h||v_{i}\geq v_{i}(x)-h|\leq|v+\delta_{i}\geq v(x)-\delta_{i}-h|\searrow|v\geq v(x)-h|

as ii\longrightarrow\infty and also

|vivi(x)h||vδiv(x)+δih||v>v(x)h|.|v_{i}\geq v_{i}(x)-h|\geq|v-\delta_{i}\geq v(x)+\delta_{i}-h|\nearrow|v>v(x)-h|.

We can show that |v>v(x)h|=|vv(x)h||v>v(x)-h|=|v\geq v(x)-h| for a.e. hh in [0;ε][0;\varepsilon]. This happens if and only if |v=v(x)h|=|v1(v(x)h)|=0|v=v(x)-h|=|v^{-1}(v(x)-h)|=0 for a.e. h[0;ε]h\in[0;\varepsilon]. A corollary of Rademacher theorem, says that if vv is a Lipschitz function then for a.e. yv1(α)y\in v^{-1}(\alpha), v(y)=0\nabla v(y)=0. Therefore |v1(v(x)h)|=|v1(v(x)h){v(y)=0}||v^{-1}(v(x)-h)|=|v^{-1}(v(x)-h)\cap\{\nabla v(y)=0\}|. Using a corollary of the Coarea formula we get also that n1(v1(v(x)h){v(y)=0})=0\mathcal{H}^{n-1}\Big{(}v^{-1}(v(x)-h)\cap\{\nabla v(y)=0\}\Big{)}=0. Here n1\mathcal{H}^{n-1} stands for the (n1)(n-1)-dimensional Hausdorff measure. Then for every xΩx\in\Omega we get the convergence

|vivi(x)h||vv(x)h||v_{i}\geq v_{i}(x)-h|\longrightarrow|v\geq v(x)-h|

for a.e. hh. Applying the dominated convergence theorem first, and the continuity of gg we get

g(1ε0ε|vivi(x)h|dh)g(1ε0ε|vv(x)h|dh)g\Big{(}\dfrac{1}{\varepsilon}\int_{0}^{\varepsilon}|v_{i}\geq v_{i}(x)-h|dh\Big{)}\longrightarrow g\Big{(}\dfrac{1}{\varepsilon}\int_{0}^{\varepsilon}|v\geq v(x)-h|dh\Big{)} (7)

as ii\longrightarrow\infty. This last result is the pointwise convergence of fviεf^{\varepsilon}_{v_{i}} to fvεf^{\varepsilon}_{v}. Again, applying the dominated convergence theorem we get the LpL^{p} convergence needed. So all the hypothesis are satisfied to apply the theorem and therefore TT is continuous.

Compactness of T: Let vkv_{k} a bounded sequence in Lip(Ω)Lip(\Omega) then uk:=T(vk)W2,p(Ω)u_{k}:=T(v_{k})\in W^{2,p}(\Omega) is bounded as before. After Rellich-Kondrachov there exists a convergent subsequence.

Boundedness of the eigenvectors: We have to prove that the set

Γ:={vLip(Ω):γ[0;1] such that v=γT(v)}\Gamma:=\{v\in Lip(\Omega):\exists\gamma\in[0;1]\text{ such that }v=\gamma T(v)\}

is bounded. Suppose by contradiction that it is not. First we note that 0Γ0\in\Gamma with γ=0\gamma=0, and for every 0vΓ0\neq v\in\Gamma the γ\gamma associated with vv is not zero. Suppose then that there exist a sequence of nonzero elements vkΓv_{k}\in\Gamma, and a respective sequence γk\gamma_{k} such that vk=γkT(vk)v_{k}=\gamma_{k}T(v_{k}) and vkLip(Ω)\|v_{k}\|_{Lip(\Omega)}\longrightarrow\infty. Because vkLip(Ω)v_{k}\in Lip(\Omega), then vk/γkW2,p(Ω)v_{k}/\gamma_{k}\in W^{2,p}(\Omega) and

vkLip(Ω)vkγkLip(Ω)CvkγkW2,p(Ω)C~\|v_{k}\|_{Lip(\Omega)}\leq\|\dfrac{v_{k}}{\gamma_{k}}\|_{Lip(\Omega)}\leq C\|\dfrac{v_{k}}{\gamma_{k}}\|_{W^{2,p}(\Omega)}\leq\widetilde{C}

which is a contradiction. Therefore Γ\Gamma is bounded.

The hypothesis of Schaefer’s theorem are satisfied, so there exists a Lipschitz fixed point uεu_{\varepsilon} for TT, i.e., uε=T(uε)u_{\varepsilon}=T(u_{\varepsilon}). Moreover, by Theorem A.1, uεu_{\varepsilon} is a W2,pW^{2,p}-viscosity solution to (6), which is in W2,p(Ω)W^{2,p}(\Omega). ∎

The purpose of finding such a uεu_{\varepsilon}, was to approximate a solution for (1). Then the following question is if we can take the limit ε\varepsilon\longrightarrow\infty.

Proof of Theorem 2.1.

For every ε>0\varepsilon>0 we have a solution uεW2,p(Ω)u_{\varepsilon}\in W^{2,p}(\Omega) with uniformly bounded W2,pW^{2,p} norm(with respect to ε\varepsilon). Then there exists a subsequence(that we will also call uεu_{\varepsilon}) and a Lipschitz function uu such that uεLipuu_{\varepsilon}\overset{Lip}{\longrightarrow}u. So uεuu_{\varepsilon}\longrightarrow u 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 LpL^{p} functions

fu(x):=g(|uu(x)|)f_{u}(x):=g\big{(}|u\geq u(x)|\big{)}

and

fuεε(x):=g(1ε0ε|uεuε(x)h|dh).f_{u_{\varepsilon}}^{\varepsilon}(x):=g\Big{(}\dfrac{1}{\varepsilon}\int_{0}^{\varepsilon}|u_{\varepsilon}\geq u_{\varepsilon}(x)-h|dh\Big{)}.

We are left to prove the convergence

fufuεε(x)Lp(Br(x0))0.\|f_{u}-f^{\varepsilon}_{u_{\varepsilon}}(x)\|_{L^{p}(B_{r}(x_{0}))}\longrightarrow 0.

By triangle inequality

fufuεε(x)Lp(Ω)fufuε(x)Lp(Ω)+fuεfuεε(x)Lp(Ω).\|f_{u}-f^{\varepsilon}_{u_{\varepsilon}}(x)\|_{L^{p}(\Omega)}\leq\|f_{u}-f^{\varepsilon}_{u}(x)\|_{L^{p}(\Omega)}+\|f_{u}^{\varepsilon}-f^{\varepsilon}_{u_{\varepsilon}}(x)\|_{L^{p}(\Omega)}.

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.

|uu(x)|\displaystyle|u\geq u(x)| |uu(x)h|\displaystyle\leq|u\geq u(x)-h|
=|uu(x)|+|u(x)>uu(x)h|\displaystyle=|u\geq u(x)|+|u(x)>u\geq u(x)-h|
|uu(x)|+|u(x)>uu(x)ε|.\displaystyle\leq|u\geq u(x)|+|u(x)>u\geq u(x)-\varepsilon|.

Then

1ε0ε|uu(x)h|dh\displaystyle\dfrac{1}{\varepsilon}\int_{0}^{\varepsilon}|u\geq u(x)-h|dh 1ε0ε|uu(x)|dh\displaystyle\geq\dfrac{1}{\varepsilon}\int_{0}^{\varepsilon}|u\geq u(x)|dh
=|uu(x)|\displaystyle=|u\geq u(x)|

and

1ε0ε|uu(x)h|dh\displaystyle\dfrac{1}{\varepsilon}\int_{0}^{\varepsilon}|u\geq u(x)-h|dh 1ε0ε|uu(x)|+|u(x)>uu(x)ε|dh\displaystyle\leq\dfrac{1}{\varepsilon}\int_{0}^{\varepsilon}|u\geq u(x)|+|u(x)>u\geq u(x)-\varepsilon|dh
=|uu(x)|+|u(x)>uu(x)ε|.\displaystyle=|u\geq u(x)|+|u(x)>u\geq u(x)-\varepsilon|.

Therefore

1ε0ε|uu(x)h|dh|uu(x)|\dfrac{1}{\varepsilon}\int_{0}^{\varepsilon}|u\geq u(x)-h|dh\searrow|u\geq u(x)|

as ε\varepsilon\longrightarrow\infty. Accordingly we obtained pointwise convergence for fuεf^{\varepsilon}_{u} to fuf_{u}, which after the dominated convergence theorem implies the convergence on the LpL^{p} norm.

Hypothesis of Theorem A.3 are satisfied and we finally obtain our main result: uu a W2,pW^{2,p}-viscosity solution to (1), in W2,p(Ω)W^{2,p}(\Omega) and with the corresponding estimates. ∎

The last remark of this section is that we obtain an explicit formula for the 0 Dirichlet problem in a ball.

Example 2.4.

When Ω=Br(x0)\Omega=B_{r}(x_{0}), F=ΔF=\Delta, g(t)=tg(t)=-t and ψ=0\psi=0 we have the solution:

u~(x)=ωn2n(n+2)[rn+2|xx0|n+2]\tilde{u}(x)=\frac{\omega_{n}}{2n(n+2)}\Big{[}r^{n+2}-|x-x_{0}|^{n+2}\Big{]}

where ωn\omega_{n} is the measure of the n-dimensional unit ball. In a similar way we can prove that 1Λu~\frac{1}{\Lambda}\tilde{u} is a solution when F=F=\mathcal{M}^{-}(respectively 1λu~\frac{1}{\lambda}\tilde{u} for F=+F=\mathcal{M}^{+}). 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 uu we probably need to get some regularity for the right hand side fuf_{u}. So far, in the case when uu has flat regions, fuf_{u} is not even continuous. In principle, this discontinuity does not depend on the regularity of uu but on its flat regions. We can prove that under the negativity of gg, uu is not allowed to have these flat regions with positive measure.

Remark 3.1.

Let be uu a solution for (1) with right hand side g<0g<0 in (0;|Ω|](0;|\Omega|], then

|u=a|=0|u=a|=0

for every constant aa\in\mathbb{R}.

Proof.

Suppose that there exists an aa\in\mathds{R} such that A:={u=a}A:=\{u=a\} satisfies that |A|>0|A|>0. Then, by a classic result from Stampacchia we obtain that

u(x)=0for a.e. xA.\nabla u(x)=0\quad\text{for a.e. $x\in A$}.

Now we can define A:=A{u=0}A^{\prime}:=A\cap\{\nabla u=0\}, and apply Stampacchia’s result again

D2u(x)=0for a.e. xA.D^{2}u(x)=0\quad\text{for a.e. $x\in A^{\prime}$}. (8)

We are left with the set A′′:=A{D2u=0}A^{\prime\prime}:=A^{\prime}\cap\{D^{2}u=0\} with the same measure |A′′|=|A|=|A|>0|A^{\prime\prime}|=|A^{\prime}|=|A|>0. By the definition of uu being a W2,pW^{2,p}-strong supersolution of (1), we have that for a.e xx in Ω\Omega

F(D2u(x))g(|uu(x)|)0.F(D^{2}u(x))-g\Big{(}|u\geq u(x)|\Big{)}\leq 0.

Moreover, for x0A′′x_{0}\in A^{\prime\prime}, the argument inside gg is strictly positive; |uu(x0)||A′′|>0|u\geq u(x_{0})|\geq|A^{\prime\prime}|>0. So in the particular case when g<0g<0 in (0;|Ω|](0;|\Omega|] we get the contradiction

F(D2u(x0))g(|uu(x0)|)>0.F(D^{2}u(x_{0}))-g\Big{(}|u\geq u(x_{0})|\Big{)}>0.

Then, for this specific case we obtain continuity for fuf_{u}. But we need at least C0,αC^{0,\alpha} regularity on fuf_{u} in order to apply Schauder type estimates to obtain uC2,αu\in C^{2,\alpha}. 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 uW02,p(Ω)u\in W^{2,p}_{0}(\Omega) with a uniform lower bound |u|>c0>0|\nabla u|>c_{0}>0 in the set Ωt0:={yΩ:u(y)<t0}\Omega_{t_{0}}:=\{y\in\Omega:u(y)<t_{0}\}, where t0<uLt_{0}<\|u\|_{L^{\infty}} and c0=c0(t0)c_{0}=c_{0}(t_{0}). Then fuC1(Ωt0)f_{u}\in C^{1}(\Omega_{t_{0}}).

In other words, the theorem asserts that if we have an uniform lower bound for the gradient(away from the maximum of uu), then we get: regularity for the level sets of uu and we discard a possible “flatness” which ruins the smoothness of fuf_{u}. The proof presented in [6] includes an approximation argument by C0C^{\infty}_{0} functions and coarea formula.

This last theorem translates into regularity for our problem. We state this in the following corollary.

Corollary 3.3.

If we have a solution uu to our problem (1), with 0 boundary condition and a gradient lower bound as in Theorem 3.2, then fuC1(Ωt0)f_{u}\in C^{1}(\Omega_{t_{0}}), and therefore uC2,α(Ωt0)u\in C^{2,\alpha}(\Omega_{t_{0}}).

Proof.

In order to get C2,αC^{2,\alpha} 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 C1(Ωt0)C^{1}(\Omega_{t_{0}}) which allows us to use classical viscosity solutions instead of W2,pW^{2,p}-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 Ω\Omega has a uniform inner ball condition (i.e., for any point yy in Ω\partial\Omega, there exists a ball BεΩB_{\varepsilon}\subset\Omega with ε>ε0>0\varepsilon>\varepsilon_{0}>0 and yBεy\in\partial B_{\varepsilon}), then |u|>c0>0|\nabla u|>c_{0}>0 in a neighborhood of Ω\partial\Omega, where c0=c0(uC1,α(Ω¯))c_{0}=c_{0}(\|u\|_{C^{1,\alpha}(\overline{\Omega})}). We consider the case where g(t)=tg(t)=-t and u=0u=0 on Ω\partial\Omega.

Proof.

If we pick any point yΩy\in\partial\Omega we can touch it with a ball Bε0ΩB_{\varepsilon_{0}}\subset\Omega. As in Example 2.4 we can build a an explicit solution u~\tilde{u} in Bε0B_{\varepsilon_{0}} for F=F=\mathcal{M}^{-}. Now we apply comparison between uu and u~\tilde{u} in order to get gradient estimates. Without loss of generality we can take ε0\varepsilon_{0} small enough, such that

|uu(x)|12|Ω||Bε0||u\geq u(x)|\geq\frac{1}{2}|\Omega|\geq|B_{\varepsilon_{0}}|

for every xBε0x\in B_{\varepsilon_{0}}. This is possible because of the continuity of uu and of the right hand side, i.e.,

|ut|t0|Ω|.|u\geq t|\xrightarrow[t\longrightarrow 0]{}|\Omega|.

If this is the case then

(D2u~(x))\displaystyle\mathcal{M}^{-}(D^{2}\tilde{u}(x)) =|{u~u~(x)}Bε0|\displaystyle=-|\{\tilde{u}\geq\tilde{u}(x)\}\cap B_{\varepsilon_{0}}|
12|Ω|\displaystyle\geq-\frac{1}{2}|\Omega|
|uu(x)|\displaystyle\geq-|u\geq{u}(x)|
=F(D2u(x))\displaystyle=F(D^{2}u(x))
(D2u(x))\displaystyle\geq\mathcal{M}^{-}(D^{2}u(x))

in Bε0B_{\varepsilon_{0}}. In addition, we have that 0=u~u0=\tilde{u}\leq u at Bε0\partial B_{\varepsilon_{0}}. So comparison applies and forces u~u\tilde{u}\leq u in Bε0B_{\varepsilon_{0}}. Therefore we also have a lower bound for the gradient at the boundary, with the estimate

|u|u~ν=ωn2nΛε0n+1=c0>0|\nabla u|\geq\tilde{u}_{-\nu}=\frac{\omega_{n}}{2n\Lambda}{\varepsilon_{0}}^{n+1}=c_{0}>0

where ν-\nu is the inner normal to Ω\partial\Omega. Finally we can extend a lower bound(say c0/2c_{0}/2) to a neighborhood of the boundary of Ω\Omega which will depend on the C1,α(Ω¯)C^{1,\alpha}(\overline{\Omega}) norm of uu. ∎

Remark 3.5.

We can repeat this argument as long we have uniform inner ball conditions for the level sets {u=t}\{u=t\}, and so, C2,αC^{2,\alpha} 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 W2,pW^{2,p} bounds for the unique solution.

Theorem A.1 (Winter 4.6 in [9]).

Let FF be a convex operator satisfying the structure condition (2) and F(0)=0F(0)=0, fLp(Ω)f\in L^{p}(\Omega) for p>np>n, ψW2,p(Ω)\psi\in W^{2,p}(\Omega) and ΩC1,1\partial\Omega\in C^{1,1}. Then, there exists a unique W2,pW^{2,p}-viscosity solution to

{F(D2u(x))=f(x),in Ω.u=ψ,on Ω.\begin{cases}F(D^{2}u(x))=f(x),&\text{in $\Omega$}.\\ u=\psi,&\text{on $\partial\Omega$}.\end{cases}

Moreover, uW2,p(Ω)u\in W^{2,p}(\Omega) and

uW2,p(Ω)C[uL(Ω)+ψW2,p(Ω)+fLp(Ω)]\|u\|_{W^{2,p}(\Omega)}\leq C\Big{[}\|u\|_{L^{\infty}(\Omega)}+\|\psi\|_{W^{2,p}(\Omega)}+\|f\|_{L^{p}(\Omega)}\Big{]}

for C=C(n,λ,Λ,p,Ω).C=C(n,\lambda,\Lambda,p,\Omega).

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 T:VVT:V\longrightarrow V a continuous and compact mapping, with VV a Banach space, such that the set

{vV:γ[0;1] such that v=γT(v)}\{v\in V:\exists\gamma\in[0;1]\text{ such that }v=\gamma T(v)\}

is bounded. Then TT 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 ΩkΩk+1\Omega_{k}\subset\Omega_{k+1} a sequence of subdomains of Ω\Omega converging to Ω\Omega. Let FF and FkF_{k} be uniformly elliptic operators with the same ellipticity constants and satisfying the structure condition (2). Let fLp(Ω)f\in L^{p}(\Omega) and fkLp(Ωk)f_{k}\in L^{p}(\Omega_{k}) for p>np>n. Let ukC0(Ωk)u_{k}\in C^{0}(\Omega_{k}) be W2,pW^{2,p}-viscosity subsolutions(supersolutions) of

Fk(D2u(x))=fk(x)F_{k}(D^{2}u(x))=f_{k}(x)

in Ωk+1\Omega_{k+1}, with uku_{k} converging locally uniformly to uu in Ω\Omega. Finally assume that for every Br(x0)ΩB_{r}(x_{0})\subset\Omega, and for every φW2,p(Br(x0))\varphi\in W^{2,p}(B_{r}(x_{0})) we have

[Fk(D2φ(x))fk(x)F(D2φ(x))+f(x)]+Lp(Br(x0))0\|[F_{k}(D^{2}\varphi(x))-f_{k}(x)-F(D^{2}\varphi(x))+f(x)]^{+}\|_{L^{p}(B_{r}(x_{0}))}\longrightarrow 0
([Fk(D2φ(x))fk(x)F(D2φ(x))+f(x)]Lp(Br(x0))0),\Big{(}\|[F_{k}(D^{2}\varphi(x))-f_{k}(x)-F(D^{2}\varphi(x))+f(x)]^{-}\|_{L^{p}(B_{r}(x_{0}))}\longrightarrow 0\Big{)},

Then uu is a W2,pW^{2,p}-viscosity subsolution(supersolution) of

F(D2u(x))=f(x)F(D^{2}u(x))=f(x)

in Ω.\Omega.

Finally, we note that

Remark A.4.

Due to a result by Escauriaza in [3], we can extend pp to the case where p>nε0p>n-\varepsilon_{0} for some universal ε0\varepsilon_{0} in Theorems A.1 and A.3.

References

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