Dimension of the minimum set for the real and complex Monge-Amp\`{e}re equations in critical Sobolev spaces
Tristan C. Collins, Connor Mooney

TL;DR
This paper investigates the structure of zero sets for solutions to real and complex Monge-Ampère equations within critical Sobolev spaces, establishing sharp bounds on the dimension of analytic sub-varieties they can contain.
Contribution
It proves new sharp bounds on the dimension of zero sets for Monge-Ampère solutions in critical Sobolev spaces, including an extension of interior regularity results.
Findings
Zero sets contain no analytic sub-variety of dimension k or larger.
Results are sharp, matching known examples.
Extension of interior regularity to critical Sobolev spaces.
Abstract
We prove that the zero set of a nonnegative plurisubharmonic function that solves in and is in contains no analytic sub-variety of dimension or larger. Along the way we prove an analogous result for the real Monge-Amp\`ere equation, which is also new. These results are sharp in view of well-known examples of Pogorelov and B{\l}ocki. As an application, in the real case we extend interior regularity results to the case that lies in a critical Sobolev space (or more generally, certain Sobolev-Orlicz spaces).
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Dimension of the minimum set for the real and complex Monge-Ampère equations in critical Sobolev spaces
Tristan C. Collins*∗*
Department of Mathematics, Harvard University, 1 Oxford Street, Cambridge, MA 02138
and
Connor Mooney*∗∗*
Department of Mathematics, ETH Zürich, Rämistrasse 101, 8092 Zürich, Switzerland
Abstract.
We prove that the zero set of a nonnegative plurisubharmonic function that solves in and is in contains no analytic sub-variety of dimension or larger. Along the way we prove an analogous result for the real Monge-Ampère equation, which is also new. These results are sharp in view of well-known examples of Pogorelov and Błocki. As an application, in the real case we extend interior regularity results to the case that lies in a critical Sobolev space (or more generally, certain Sobolev-Orlicz spaces).
*∗*Supported in part by National Science Foundation grant DMS-1506652, the European Research Council and the Knut and Alice Wallenberg Foundation
*∗∗*Supported in part by National Science Foundation fellowship DMS-1501152 and by the ERC grant “Regularity and Stability in Partial Differential Equations (RSPDE)”
1. Introduction
In this paper we investigate the dimension of the singular set for the real and complex Monge-Ampère equations, assuming critical Sobolev regularity.
We first discuss the real case. It is well-known that convex (e.g. viscosity) solutions to are not always classical solutions. Pogorelov constructed examples in dimension of the form
[TABLE]
that solve in for some and some smooth, positive . This example is for , and for . Furthermore, this solution is not strictly convex, and its graph contains the line segment .
On the other hand, it is known that strictly convex solutions are smooth. The proof of this fact is closely related to the solution of the Dirichlet problem, which has a long history, beginning with work of Pogorelov [21, 22, 23, 24], Cheng-Yau [11, 12] and Calabi [10]. Cheng-Yau solved the Minkowski problem on the sphere [12], and proved the existence of solutions to the Dirichlet problem which are smooth in the interior and Lipschitz up to the boundary [11]. P.L. Lions gave an independent proof of this result [18, 19]. Caffarelli-Nirenberg-Spruck [9] and Krylov [17] established the existence of solutions smooth up to the boundary, provided the boundary data are . Trudinger-Wang proved optimal boundary regularity results [26], where the optimality comes from earlier examples of Wang [28].
Remark 1.1*.*
In the case it is a classical result of Alexandrov that solutions to are strictly convex [1].
In view of the above discussion, to show interior regularity for it is enough to show strict convexity. (We remark that interior estimates generally depend on the modulus of strict convexity). Urbas [27] showed strict convexity when is in for , or in for . (Note that for these values of , embeds into for , so neither result implies the other). Caffarelli showed that if and is not strictly convex, then the graph of contains an affine set with no interior extremal points [4], and if , then the dimension of any affine set in the graph of is strictly smaller than ([5], see also [20]). These results led to interior and estimates for solutions with linear boundary data, when is strictly positive and , resp. ([7]). Finally, in [20] the second author showed that if , then is strictly convex away from a set of Hausdorff dimensional measure zero, and that this is optimal by example (even when ).
In view of the Pogorelov example, the hypothesis in [27] is sharp, and the hypothesis is nearly sharp. In this paper we show interior regularity for the borderline case . Our result in the real case is:
Theorem 1.2**.**
Assume that is a convex solution to in , and let . If for some , then the dimension of the set where agrees with a tangent plane is at most .
Remark 1.3*.*
In particular, if , then it is strictly convex. We in fact show that is strictly convex if lies in Orlicz spaces that are slightly weaker than (see Section 3), strengthening the result from [27]. Our result is sharp in view of the Pogorelov example.
As a consequence, we can extend interior estimates to the borderline case (see Section 5). Interior estimates of this kind are often important in geometric applications, where one does not control the boundary data.
Remark 1.4*.*
There are analogues of the Pogorelov example that vanish on sets of dimension for any , and are not in ([5]). These show that Theorem 1.2 is also sharp in the case .
We now discuss the complex case. Like in the real case, there exist singular Pogorelov-type examples of the form
[TABLE]
for , such that is a strictly positive polynomial ([2]).
Remark 1.5*.*
In fact, there are analogues of this example that vanish on sets of complex dimension for any . Furthermore, these singular examples are global.
Less is known about interior regularity for the complex Monge-Ampère equation . Błocki and Dinew [3] showed that if for some , then is smooth. This result relies on an important estimate of Kołodziej [16]. The same result is true provided is bounded (see e.g. [29]). In this case the point is that the operator becomes uniformly elliptic, and by its concavity an important estimate of Evans and Krylov (see e.g. [8]) applies. Thus far, there does not seem to be a geometric condition analogous to strict convexity that guarantees interior regularity.
However, if is nonnegative then something can be said about analytic structures in the minimum set. A classical theorem of Harvey and Wells [15] says that the minimum set of a smooth, strictly plurisubharmonic function is contained in a , totally real submanifold. Dinew and Dinew [13] recently showed that if has a positive lower bound and for (or for in the case ), then the minimum set of contains no analytic sub-varieties of dimension or larger. We investigate the same situation assuming Sobolev regularity. In the complex case, our main result is:
Theorem 1.6**.**
Assume that is a nonnegative plurisubharmonic function satisfying in , and let . If for some , then the zero set contains no analytic sub-varieties of dimension or larger.
Remark 1.7*.*
Since embeds into , this result is different from that in [13]. It is sharp in view of Pogorelov-type examples.
Remark 1.8*.*
It is not known whether all singularities of solutions to arise as analytic sub-varieties, or that they occur on a complex analogue of the agreement set with a tangent plane. Thus, Theorem 1.6 does not immediately imply smoothness of solutions to when (unlike in the real case).
The critical Sobolev spaces arise naturally in geometric applications. For example, in complex dimension the norm of the Laplacian is a scale invariant, monotone quantity whose concentration controls, at least qualitatively, the regularity of functions with Monge-Ampère mass bounded below. In this sense, Theorem 1.6 can be seen as a step toward understanding the regularity and compactness properties of sequences of (quasi)-PSH functions with lower bounds for the Monge-Ampère mass, which arise frequently in Kähler geometry.
The proof of Theorem 1.2 relies on two key observations. The first is that grows at least like away from a zero set of dimension . The second is that the norm is invariant under the rescalings that fix the -dimensional zero set, and preserve functions with this growth. By combining these observations with some convex analysis, we show that the mass of is at least some fixed positive constant in each dyadic annulus around the zero set.
In the complex case the strategy is similar, but an important difficulty is that we don’t have convexity. We overcome this in two ways. First, using subharmonicity along complex lines we can say that grows at a certain rate from its zero set at many points. Second, we use a dichotomy argument: either the mass of is at least a small constant in an annulus around the zero set, or it is very large and concentrates close to the zero set. Using that the norm is bounded, we can rule out the second case and proceed as before.
The paper is organized as follows. In Section 2 we prove some estimates from convex analysis that are useful in the real case. We then prove an analogue in the general setting that is useful in the complex case. In Section 3 we prove Theorem 1.2. In Section 4 we prove Theorem 1.6. Finally, in Section 5 we give some applications of Theorem 1.2 to interior estimates for the real Monge-Ampère equation.
2. Preliminaries
Here we prove some useful functional inequalities. The first inequality is from convex analysis. This will be used to prove Theorem 1.2. We then prove a certain analogue in the general setting. This will be used to prove Theorem 1.6.
2.1. Estimate from Convex Analysis
Lemma 2.1**.**
Let and let be a nonnegative convex function on , with and . Then there is some positive dimensional constant such that
[TABLE]
Proof.
By integration by parts, we have
[TABLE]
where denotes radial derivative. By convexity, is increasing on radial lines. We conclude that
[TABLE]
Assume that the maximum of on is achieved at . By convexity, in , hence on Since , the conclusion follows. ∎
As a consequence, the Sobolev regularity of a convex function whose maximum on grows like is no better than that of :
Lemma 2.2**.**
Assume that is a nonnegative convex function on (), such that and for some , and all . Then
[TABLE]
for some and all .
Remark 2.3*.*
We take since convex functions are locally Lipschitz.
Proof.
Fix and let . Note that the norm of is invariant under such rescalings. We conclude from this observation and Lemma 2.1 that
[TABLE]
The estimate follows by summing this inequality over dyadic annuli. ∎
Remark 2.4*.*
One can refine this estimate to Orlicz norms. Let be a convex function with . By Lemma 2.1 we have
[TABLE]
Using Jensen’s inequality and summing over dyadic annuli, we obtain
[TABLE]
In particular, the Orlicz norm if
[TABLE]
Examples that agree with for large and satisfy this condition, and give weaker norms than . (For a reference on Orlicz spaces, see e.g. [25]).
2.2. Estimate without Convex Analysis
The following estimate is a certain analogue of Lemma 2.1, in the general setting.
Lemma 2.5**.**
Let be a nonnegative function on with , and let . Then there exists depending on such that for all , there exists some such that either
[TABLE]
or
[TABLE]
Proof.
After multiplying by a constant we may assume that . Assume that the first case is not satisfied. Then by the Sobolev-Poincaré and Morrey inequalities we have
[TABLE]
for some linear function . Take so small that the right side is less than .
By the hypotheses on , we have . Indeed, after a rotation we have and .
Let . Then in , and furthermore, . It follows again from standard embeddings that
[TABLE]
Scaling back, we obtain the desired inequality. ∎
3. Proof of Theorem 1.2
We recall some estimates on the geometry of solutions to . The first says that the volume of sub-level sets grows at most as fast as for the paraboloids with Hessian determinant :
Lemma 3.1**.**
Assume that in a convex subset of containing [math], with and . Then
[TABLE]
for all .
The proof follows from the affine invariance of the Monge-Ampère equation and a quadratic barrier (see e.g. [20], Lemma ).
Using Lemma 3.1 we can quantify how quickly grows from a singularity. Below we fix and , and we write with and .
Lemma 3.2**.**
Assume that in , with and on . Then for all we have
[TABLE]
Proof.
Take small and assume by way of contradiction that for some the conclusion is false. Define . Then for some we have
[TABLE]
Since is convex, it contains the convex hull of the set on the left and . We conclude that
[TABLE]
which contradicts Lemma 3.1 for small. ∎
The main theorem follows from the growth established in Lemma 3.2 and the convex analysis estimate Lemma 2.2.
Proof of Theorem 1.2:.
Assume that agrees with a tangent plane on a set of dimension . After subtracting the tangent plane, translating and rescaling we may assume that on , and that on . By Lemma 3.2, we also have that
[TABLE]
Apply Lemma 2.2 on the slices (taking and replacing by ) and integrate in to conclude that
[TABLE]
Taking completes the proof. ∎
Remark 3.3*.*
By Remark 2.4, one obtains the same result if is in the (weaker) Orlicz space for any convex satisfying and
[TABLE]
4. Proof of Theorem 1.6
We first prove an analogue of Lemma 3.2. We fix and , and we use coordinates with and .
Lemma 4.1**.**
Assume that in , with and on . Then for all we have
[TABLE]
Proof.
Take small and assume by way of contradiction that for some the conclusion is false. Let . Then we have
[TABLE]
Here we used the plurisubharmonicity of . (Note that the volume of the set on the left is much larger than for small.) The proof then proceeds as in the real case. For small, the convex quadratics are supersolutions that lie strictly above on for . For some , touches from above somewhere inside this set, contradicting the maximum principle. ∎
Proof of Theorem 1.6.
Assume that the minimum set of contains an analytic sub-variety of dimension . After a biholomorphic transformation and a rescaling, we may assume that on and on (see e.g. [13], Theorem for details), and that
[TABLE]
(Here we used elliptic theory: controls in for ).
For any we define
[TABLE]
We claim that there exist small depending on (but not ) such that
[TABLE]
Here denotes the Hessian in the variable. We first indicate how to complete the proof given the claim. The invariance of this norm under the rescalings used to obtain gives that
[TABLE]
for all . By summing this over the annuli we eventually contradict the upper bound on the norm of .
We now prove the claim. By Lemma 4.1, there exists some with . Let
[TABLE]
Since is positive and subharmonic, we have by the mean value inequality that
[TABLE]
By Lemma 2.5, for all small, there exists such that either
[TABLE]
or
[TABLE]
Let be the set of such that the first case holds. We conclude from the scale-invariance of the norm we consider that
[TABLE]
By taking small, we conclude that the mass of in is less than its mass in . We conclude from the estimate (3) that
[TABLE]
completing the proof. ∎
Remark 4.2*.*
To emphasize ideas we assumed has enough (qualitative) regularity to perform the above computations. This can be justified by standard approximation methods using mollifications of . The key points are that solve by the concavity of , approximate in , and go to zero on locally uniformly in by the upper semicontinuity of plurisubharmonic functions.
Remark 4.3*.*
Theorem 1.6 actually implies a slightly more general result. Namely, if is plurisubharmonic on and satisfies , and for some , then cannot be pluriharmonic when restricted to any analytic set of dimension greater than or equal to . This follows from Theorem 1.6 and the proof of Theorem 35 in [13].
5. Applications
As a consequence of Theorem 1.2 we obtain interior estimates for the real Monge-Ampère equation depending on the norm of the solution, for any . This extends a result of Urbas [27] to the equality case .
Remark 5.1*.*
In fact, we obtain interior estimates depending on certain Orlicz norms that are slightly weaker than .
We recall the definition of sections of a convex function. Let be a convex function on . If is a supporting linear function to at , we set
[TABLE]
Lemma 5.2**.**
Assume that in , and that for some . Then there exists depending only on and such that
[TABLE]
for all and supporting linear functions at .
Proof.
The result follows from a standard compactness argument using the closedness of the condition under uniform convergence, the lower semicontinuity of the norm under weak convergence and Theorem 1.2. ∎
Remark 5.3*.*
The conclusion is the same if the Orlicz norm for some satisfying condition (1) for , and in addition e.g. . The argument is by compactness again, but one has to work harder to extract a limit whose Hessian has bounded Orlicz norm. Rather than using weak convergence of a subsequence , invoke the Banach-Saks theorem and use the strong convergence in of Cesàro means . The convexity of then implies that the Hessian of the limit has bounded Orlicz norm.
(In order to use Banach-Saks we need control of in for some , which does not follow from bounded Orlicz norm. This is the reason for the second condition).
Interior e.g. estimates and estimates in terms of follow, where the estimates also depend on and the norm (resp. , and the modulus of continuity) of .
Indeed, by Lemma 5.2 we have that for some universal and all . Since also has an upper bound (depending on the norm or modulus of continuity of ), we have the lower volume bound for compactly contained sections ([4]). Combining this with the diameter estimate , we see that the eigenvalues of the affine transformations normalizing these sections (taking to their John ellipsoids) are bounded above and below by positive universal constants. The estimates follow by applying Caffarelli’s results (see [7]) in the normalized sections, scaling back, and doing a covering argument.
acknowledgements
C. Mooney would like to thank A. Figalli for comments and X. J. Wang for encouragement. T. Collins would like to thank the math department at Chalmers University, where the majority of this work was completed, for a perfect working environment.
The reference list from the paper itself. Each links out to its DOI / PubMed record.
- 1[1] A. D. Alexandrov, Smoothness of the convex surface of bounded Gaussian curvature , C. R. (Doklady) Acad. Sci. URSS (N. S.) 36 (1942) 195-199.
- 2[2] Z. Błocki, On the regularity of the complex Monge-Ampère operator , Complex Geometric Analysis in Pohang, 1997, vol. 222, 181-189. Contemp. Math. Amer. Soc., Providence, RI (1999).
- 3[3] Z. Błocki, and S. Dinew, A local regularity of the complex Monge-Ampère equation , Math. Ann., 351 (2011), 411-416.
- 4[4] L. Caffarelli, A localization property of viscosity solutions to the Monge-Ampère equation and their strict convexity , Ann. of Math., 131 (1990), 129-134.
- 5[5] L. Caffarelli, A note on the degeneracy of convex solutions to the Monge-Ampère equation , Comm. Partial Differential Equations, 18 (1993), 1213-1217.
- 6[6] L. Caffarelli, Boundary regularity of maps with convex potentials , Comm. Pure Appl. Math, 45 (1992), 1141-1151.
- 7[7] L. Caffarelli, Interior W 2 , p superscript 𝑊 2 𝑝 W^{2,p} estimates for solutions of the Monge-Ampère equation , Ann. of Math., 131 (1990), 135-150.
- 8[8] L. Caffarelli, and X. Cabré. Fully nonlinear elliptic equations , vol. 43 of Amer. Math. Soc. Colloq. Publ. American Mathematical Society, 1995.
