Partial Regularity for -quasiconvex Functionals
Abstract.
We establish partial Hölder regularity for (local) generalised minimisers of variational problems involving strongly quasi-convex integrands of linear growth, where the full gradient is replaced by a first order homogeneous differential operator with constant coefficients. Working under the assumption of being -elliptic, this is achieved by adapting a method recently introduced in [33, 32].
1. Introduction
1.1. Variational Problems
The analysis of functionals taking the form is a major task in the calculus of variations with a long standing tradition. Let us suppose that is open and bounded and that is a weakly differentiable -valued map. The growth condition on the integrand determines the functional analytic environment in which we analyse . A standard growth assumption, which has been studied intensively in the field, constitutes the following: There exist and a constant such that for all we have
(1.1) |
The existence of minimisers within a given class of functions (or maps) is a fundamental question. Concretely, we want to minimise the functional in for a prescribed Dirichlet boundary datum . In the super-linear growth case , this task can immediately be tackled by means of the direct method, a lower semi-continuity method dating back to Tonelli. Consequently, the question arises under which assumptions on is the functional sequential weakly lower semi-continuous in . Towards this question, convexity certainly suffices, but in the vectorial case it is seen to not be a necessary condition. Ball and Murat [8] have shown that Morrey’s notion of quasi-convexity [43], i. e., for all and all we have
turns out to be necessary. In fact, for unsigned integrands , quasi-convexity is also a sufficient condition, as [1] have shown in [1].
Once having addressed the issue of existence of minimisers, we would like to know what further information about a minimiser we can extract. This question dates back to David Hilbert [35] and is today known by the name of regularity theory in the calculus of variations. There are many different notions of regularity and in our setting, we are interested whether a minimiser is (locally) of the class . In the scalar case the notions of convexity and quasi-convexity coincide and the regularity theory, at least in the quadratic growth case, reduces to the regularity of solutions of elliptic equations established by De Giorgi [18], Nash [45] and Moser [44]. However, in the vectorial case, the regularity of minimisers can no longer be extracted from the Euler-Lagrange equation only, because, as various counterexamples show [20, 46, 29], there is no such theory for elliptic systems in general. Furthermore, full Hölder regularity can no longer be expected since minimisers may be unbounded within a small set. Adapting ideas from geometric measure theory developed by Almgren [4] and De Giorgi [19], Evans established in the non-parametric setting a fundamental partial regularity result assuming a stronger notion of quasi-convexity [27]. This means that a minimiser enjoys Hölder regularity outside a small set. We stress that partial regularity is a feature of the vectorial case. After the quadratic case, the super-quadratic case () was established by Acerbi and Fusco in [2]. Later on, the sub-quadratic case () was resolved partially by Carozza and Passarelli di Napoli in [14] and then fully by [13] in [13]. Some time later, even the Orlicz growth case has been resolved by [22] in [22]. An overview of related results can be found in [41, 42, 9, 30]. The case of linear growth for quasi-convex integrands, however, had remained an open problem, since the classical methods were bound to fail due to the lack of weak compactness. Only in the recent years, partial local Hölder regularity of the (distributional) gradient of (local) -minimisers in the quasi-convex setting has been established by [33] in [33].
Let us try to roughly describe the underlying ideas on how to obtain partial Hölder regularity of the weak gradient of a minimiser of : The main objective is to prove a decay estimate for the excess of . The excess is a quantity that, similar to Campanato’s semi-norm, measures by means of integrals the rate of oscillation of . The goal is to show that if the excess is small enough, it decays with any rate . By means of a Caccioppoli Inequality, one passes from the excess, which depends on the gradient, to a quantity depending merely on . The Caccioppoli Inequality, in turn, builds on the combination of minimality and a stronger notion of quasi-convexity by means of Widman’s hole-filling trick. On the level of order , the strategey then is to approximate the minimiser by a -harmonic map , where denotes a strongly Legendre-Hadamard elliptic bilinear form on . The map has a good decay since it solves a homogeneous elliptic system. The difficulty is to construct in such a way that has good decay as well. Classically, the construction of follows an indirect approach utilising compactness, for example, of the embedding . This kind of approximation goes by the name of -Harmonic Approximation Lemma [19, 23, 25].
Many generalisations of the functional have been studied. Here, we are going to replace the full gradient with a first order homogeneous differential operator . The two most prominent examples are the symmteric gradient and the trace-free symmetric gradient . Let and be two real and finite dimensional Hilbert spaces. We are going to consider differential operators of the form
For , , the linear map , modulo a factor of , is called the symbol map associated to the differential operator . We say that is -elliptic if the symbol map is one-to-one for all ([50, 49, 36]). The notion of -ellipticity has been characterised by means of Fourier multipliers [40] and singular integrals [11] that the Korn-type Inequality
is satisfied by the differential operator . In the super-linear growth case, Conti and Gmeineder showed that this allows to reduce the question of partial Hölder regularity of a local minimiser of a functional of the form
where is of -growth (), to the full gradient case [17]. Ornstein’s Non-Inequality [47, Theorem 1], [16, 37], stating that there is no non-trivial Korn Inequality in the -setting, implies that such a reduction is impossible in the linear growth regime. Consequently, it had constituted a highly non-trivial task to adapt the full gradient case [33] to the symmetric gradient case [32] in the linear growth regime.
1.2. Partial Hölder Regularity in the Linear Growth Regime
In the convex case, partial regularity for linear growth functionals has been known in the convex context following the work of [6] [6] (also see [48, 31] for variations of this theme). However, the methods employed therein are confined to the convex case. In the linear growth context, the key difficulty to overcome is the lack of weak compactness. This concerns the existence of minimisers as much as their regularity theory. In particular, this excludes indirect methods like the by now classical -Harmonic Approximation Lemma [23, 25, 24]. A direct approach was needed to construct a -harmonic approximation. [33] solved this problem by showing that the traces of -maps on spheres of radius enjoy for -almost all sufficiently small radii more regularity than the default -regularity. This is called a Fubini-type property of -maps and it was in effect the key point to construct a -harmonic approximation by solving the elliptic system
We note that the solution operator
associated to this system cannot be bounded as an operator from to . In other words, without more regularity of we lack tools to precisely measure how close the -harmonic map is to . This is why the Fubini-type property of -maps is essential for a direct approach in the linear growth regime.
[32] was able to adapt the ideas used in [33] to the scenario where the full gradient is replaced by the symmetric gradient [32]. The main difficulties were to prove a Fubini-type property and, building on the latter, to prove precise estimates for , where denotes a suitable -harmonic approximation of .
1.3. The Main Theorem
Our scope is to show that the method for the symmetric gradient case extends to an entire class of first order homogeneous differential operators with constant coefficients, namely the class of -elliptic operators.
In line with the full [33] and symmetric gradient case [32], we will work from now on under the following assumptions:
-
(H0)
The differential operator is -elliptic.
-
(H1)
The integrand is of linear growth.
-
(H2)
The integrand is strongly --quasi-convex, where denotes the reference integrand to be defined in the the upcoming section on preliminaries: There exists such that is -quasi-convex, i. e., for all and all we have
For open and bounded we associate to the integrand the functional , where .
We recall that to any -elliptic potential exists an annihilator, see [51], with such that the symbol complex
is exact for all . This shows that the notion of -quasi-convexity is equivalent to the more widely known notion of -quasi-convexity which is strongly linked to weak sequential lower semi-continuity of the functional , which Fonseca and Müller showed in [28].
We fix an open and bounded Lipschitz domain and a prescribed boundary datum. Due to the lack of weak compactness, analogously to the full gradient case, the task to minimise within a given Dirichlet class cannot be tackled by plainly applying the direct method. Hence, we pass from the Sobolev-type space to the -type space , hoping for better compactness with respect to the weak∗-topology on the latter space. Already in the full gradient case, this forces us to somehow relax our functional to this larger space . Without the assumption of -ellipticity, this relaxation procedure cannot be implemented analogously: We recall that in the full gradient case, Alberti’s rank-one result [3] for -maps has proven to be essential in order to obtain an integral representation of the Lebesgue-Serrin extension [5]. Using that quasi-convexity implies rank-one convexity, Alberti’s result ensures that the strong recession function of a quasi-convex integrand with linear growth is well-defined on the rank-one cone. The requisite result paralleling Alberti’s result in the -elliptic case has been established by [21] in [21]. Weak∗-compactness of closed, norm bounded sets in as well as the existence of a strictly continuous and linear trace operator for open and bounded Lipschitz domains are two features exclusive to the -elliptic case [10, Theorem 1.1], [34, Theorem 1.1]. Since the trace-operator on is discontinuous with respect to weak∗-convergence, the boundary condition is no longer reflected by the space but rather by the relaxed functional itself. The boundary condition then is encoded by a so called penalty term, which already pops up in the full gradient case [38]:
where denotes the strong recession function and for and . We stress that it is necessary to assume that is -elliptic in order for this integral expression to be well-defined. The relaxed functional then takes the form ([10, Section 5], [7])
We note that (H2) implies that there exist and such that for all we have . This can be inferred from an extension and gluing argument similar to the argument in [15, 218–219]. Identifying as the Lebesgue-Serrin extension [10, Section 5]
yields coercivity of the relaxation. Hence, under our assumption, generalised minimisers subject to a given Dirichlet boundary condition exist by means of the direct method. Since we are only striving for a local regularity result, it is natural to consider the class of local generalised minimisers:
Definition.
We call a -map local generalised minimiser of if for any open and bounded Lipschitz domain and all we have
At this stage, we are ready to formulate the main theorem:
Theorem 1.1.
Let us assume that (H0), (H1), and (H2) hold. Furthermore, let be a local generalised minimiser of the to associated functional . Let , let and let be a ball. Then there exists depending on and such that whenever we have
then belongs to the class . In particular, the singular set defined by
is a relatively closed Lebesgue-null-set and we have for all .
We wish to point out that for the present paper, the assumption of -ellipticity is crucial and visible on several stages (so e. g. in the very definition of the functionals where boundary traces come into play); the elliptic case, however, seems to require refined methods.
2. Preliminaries
2.1. Notation
For a finite dimensional real vector space we use the shorthand notation . Furthermore, we will suppress the target vector space when dealing with different function spaces. For example, if is a -map, we simply write instead of . Within the context, it will be clear which target vector space we are referring to. Furthermore, by we will denote any norm of a finite dimensional, normed vector space such as , or . Since all norms of a finite dimensional normed vector space are equivalent, this is an non-problematic convention. Throughout, we fix an orthonormal basis of , i. e., . Furthermore,
denotes the standard basis of .
Integration with respect to the -dimensional Hausdorff-measure will be denoted by , where is integration variable.
As usual, denotes the open ball with centre and radius . Often we will suppress the centre of the ball if it is clear within the context and we will simply write . Furthermore, we put and .
By we denote the space of -valued finite Radon measures on . For and open, bounded subsets , the total variation-measure of will be denoted by and the average of on with respect to the Lebesgue measure will be written as
Let denote the reference integrand. We will use the shorthand notation .
For a -function and we denote by
the linearisation of at .
For we denote by the vector space of all polynomials
of degree at most .
By we will denote a generic constant which may vary from line to line. Since it is very important throughout on which parameters a constant depends on, we will write for example if the constant depends on and .
For and we put . Furthermore, we denote by
the effective range of and we call
the null-space of . The formally adjoint operator is here defined by the formula
Let be open and let be an embedded -dimensional -submanifold of . For and , we recall the definition of the fractional Sobolev space (semi)-norms on and , respectively:
-
•
, ,
-
•
, .
2.2. Space of maps of bounded -variation
We are going to collect prerequisites on -weakly differentiable maps. In the spirit of [10], we define Sobolev- and -type spaces as follows:
Definition 2.1.
Let be open and let . We define:
-
•
and
-
•
These spaces can be equipped with the obvious norms making them Banach spaces. Also the spaces are as usual defined as the closure of with respect to the according norm.
Let . Then we consider the Radon-Nikodým decomposition of with respect to the Lebesgue measure , where denotes the absolutely continuous part and the singular part. Next, we recall different notions of convergence in :
Definition 2.2.
Let and . Then converges to in the
-
(i)
-weak*-sense () if strongly in and in the weak*-sense of -valued Radon measures on .
-
(ii)
-strict sense () if strongly in and .
-
(iii)
-area-strict sense () if strongly in and
Lemma 2.3.
[10, Theorem 2.8, Lemma 4.15] Let open. Then is dense in with respect to the strict and area-strict topologies. If is additionally a bounded Lipschitz domain, then is dense in with respect to the strict and area-strict topologies. Let . For each there exists a sequence such that and
The proof of the last assertion is analogous to the -case [32].
Lemma 2.4.
[10, Theorem 3.2] Let be an open ball of radius and let denote the -projection onto . Then there exists a constant such that for all we have
Lemma 2.5.
[10, Theorem 1.2] Let be an open and bounded Lipschitz domain. Then there exists a linear and strictly continuous operator such that for all we have For an open and bounded Lipschitz subset , we consider so called interior and exterior traces of denoted by
One can explicitly compute
(2.1) |
for -a.e. , where . Here, designates the outer unit normal vector to the sphere at point .
Proposition 2.6.
[10, Proposition 5.1] Let be open, bounded and let be an -quasi-convex integrand of linear growth. Then the functional
is -area strictly continuous and sequentially lower semi-continuous with respect to weak∗-convergence.
We will use the shorthand notation .
Lemma 2.7.
Let , , let be a ball of radius and let . Then there exists a constant independent of the radius such that for every ball and every , there exists some with
(2.2) |
where .
Proof.
Let , where is a bump function with and . Then and
(2.3) |
Noting that on , there exists a sequence such that strictly. Since is -elliptic it is in particular -elliptic and canceling, see [34]. Applying [51, Proposition 8.11] we obtain
By passing to a subsequence we may assume that converges -almost everywhere. By Fatou’s Lemma and the strict convergence we obtain
(2.4) |
We put , for and eventually we obtain by Poincaré’s Inequality 2.4, scaling and applying 2.4 for :
∎
Lemma 2.8.
Let be a ball and . Then there exists a linear map such that .
Proof.
Let such that as . Clearly, we have and , since . After extraction of a non-relabelled sub-sequence we find such that in as . We find such that and put . This yields the claim. ∎
2.3. Linearisation and the Reference Integrand
Lemma 2.9.
2.4. Caccioppoli Inequality of the second kind
The Caccioppoli Inequality is indispensable for our proof of partial regularity. However, it is line for line analogous to the full and symmetric the gradient case [33, Proposition 4.3], [32, Proposition 5.2], replacing or with , respectively: by exploiting the strong --quasi-convexity and minimality of , we apply Widman’s hole-filling trick and iterate the resulting inequality.
2.5. The Ekeland Variational Principle
Lemma 2.11.
[26, Theorem 1.1] Let be a complete metric space and let be a lower semicontinuous function for the metric topology, bounded from below and taking a finite value at some point. Assume that for some and some we have
Then, there exists such that
-
(i)
,
-
(ii)
,
-
(iii)
for all .
2.6. Estimates for Elliptic systems
Lemma 2.12.
We are going to consider a strongly -Legendre-Hadamard elliptic bilinear form , i. e., there exist such that for all and we have
-
(i)
For every there exists a unique weak solution of the elliptic system:
Furthermore, there exists a positive constant such that we have the estimates
(2.9) -
(ii)
For every and every there exists a unique solution of the elliptic system:
(2.10) Furthermore, there exists a positive constant such that .
-
(iii)
Moreover, if satisfies
then and
(2.11) for all balls , where is a constant.
Proof.
We define the bilinear form by the relations
Note that by construction we have that is strongly Legendre-Hadamard elliptic, i. e., we have for all :
Applying [33, Proposition 2.11] in combination with Morrey’s Inequality yields and . For the gradient estimate in we note that we have and that we have for a constant independent of . The third item may be derived by means of the difference quotient method as it has been carried out on the level of first order derivatives in the proof of [13, Proposition 2.10].
∎
Corollary 2.13.
Let , , and let . We suppose that solves the elliptic system:
(2.12) |
Then there exists such that for all we have for :
(2.13) |
Furthermore, we have:
(2.14) |
2.7. Auxiliary Measure Theory
Lemma 2.14.
Let and let be a measurable subset with . Then for every , there exists a Lebesgue point for such that
where is the precise representative of .
The Lemma can be verified by means of a contraposition argument. One may assume without loss of generality that . Then one integrates the reversed inequality to derive a contradiction to the latter integral being positive.
3. Fubini-type theorem
In this section, we are going to establish a Fubini-type property for -maps. Later on, this will prove essential in order to construct a -harmonic approximation of a given local generalised minimiser. We have seen that certain semi-norms of a fractional Sobolev space on some ball may be estimated from above by the total -variation on a larger ball. We will prove that for -almost every sufficiently small radii , an -dimensional analogous estimate holds on a sphere of radius .
Theorem 3.1.
Let and . Let further be , and . Then for -a.e. radius , the restrictions are well-defined and belong to the space , where .
Moreover, there exists a constant , independent of , and , such that for all there exists with
(3.1) |
for some suitable .
Remark.
In the follwoing constellation , and , the inequality 3.1 then takes the form
(3.2) |
Proof.
The proof is analogous to the one for [32, Theorem 4.1] in the -case and only requires minor modifications in the second and the third step.
Let , and . Then it has been established [32, Theorem 4.1] that there is a constant such that for all we have
(3.3) |
The aim now is to establish that may be explicitly evaluated -a.e. point wisely on -a.e. sphere centred at the origin. For that matter, let and let be arbitrary. The set
is at most countable and hence a -nullset. Now let . Then by [10, Corollary 4.21],
where denotes the outer unit normal to . Hence, using that in the last step,
As a result, we have -a.e. on . Furthermore, writing for such , (2.1) implies that
(3.4) |
In consequence, we have
But this means that -a.e. is a Lebesgue point of for -a.e. radius .
Let be arbitrary and set . Let further and consider for a family of standard mollifiers .
Note that for each Lebesgue point of , one has as , where is the precise representative of .
Now invoking Lemma 2.7 for provides an element such that
(3.5) |
where . We note also that are in fact the -orthogonal projections of onto and satisfy the -stability estimate [10, Section 3.1]:
Since is -elliptic, the nullspace is of finite dimension, so one can find a subsequence and some such that in . Consequently, denoting to be the precise representative of , one can estimate
(by (3.3)) | |||
(by (3.5)) | |||
Next, towards employing the auxiliary Lemma 2.14, consider the set
and let be defined by
Then, by Step 2 and Lemma 2.14, there is a such that
Now plugging the definition of in the above inequality finally produces
which is the desired estimate (3.1). Note that throughout the computations, the generic constant did not depend on or , completing the proof. ∎
4. -harmonic Approximation
In this section, we are going to construct a -harmonic Approximation for a given local generalised minimser . We will solve an elliptic system, which later on will be a linearisation of the Euler-Lagrange equation at a given average , where is a ball. We will assume that behaves nicely on the boundary and we will give a precise estimation of in terms of the excess associated to . The Ekeland variational principle allows us to prove a corresponding estimate for all minimisers close to and in the limit the estimate is inherited to itself. The precise control of will play a crucial role in the excess decay estimates.
Theorem 4.1.
Proof.
We confine ourselves to merely sketching the proof, since it follows the lines of the proof [32, Proposition 5.4]. To start with we fix some notation , and .
Let . There is a such that
Noting that is a local generalised minimiser of the functional and taking proposition 2.6 into account allows to apply the Ekeland variational principle 2.11 to , and , where . This in conjunction with Poincaré’s Inequality, yields such that for all we have
for a constant independent of and . Writing and applying the pointwise estimate 2.5 to the first term then yields for some constant and all
(4.2) |
At this stage, we scale things to the unit ball : For a measurable map defined on we put . Furthermore, we put and . We will now truncate the map . To this aim, we put
We fix and let be the solution of the elliptic system
(4.3) |
Now testing the system with and exploiting 4.2 yields the key estimation
for a constant . Note that in the penultimate step we have exploited the estimate 2.9. Dividing by , sending , scaling back to the ball and setting concludes the proof. ∎
5. Excess Decay
In this section, we will display the most important step towards proving an excess decay for a given local generalised minimiser . First, we will invoke Caccioppoli’s Inequality and then, using our Fubini-type theorem for -maps, we will construct a -harmonic approximation. Then we will show separately that and have a good decay. Here, the excess of is defined as follows:
Lemma 5.1.
Proof.
We are going to set up the proof as follows:
-
•
Due to Lemma 2.8 we find such that . We put , and .
-
•
Due to Theorem 3.1 there exists a radius such that is well-defined and belongs to the space with . Furthermore, for some , we have
(5.2) for a constant .
-
•
Let be the solution of the elliptic system
- •
We note that we have due to Corollary 2.13 for a constant . Especially, is a generalised local minimiser as well. By Caccioppoli’s Inequality, Proposition 2.10, we estimate
for a constant . In the second step, we have exploited Theorem 4.1 and the estimate 5.4. ∎
Proposition 5.2.
The proof is analogous to the proof of [33, Proposition 4.8] or [32, Proposition 5.7] since we already have established Lemma 5.1. At this stage, we sketch the proof of the main theorem. We will pay special attention to the final step, which needs to be modified in regards to [32]:
Proof.
Using [39, 1.6.1, Theorem 1; 1.6.2, Theorem 3], we observe that .
Let and . For , we denote by and the constants determined by Proposition 5.2. Then there exists and a radius with such that for all we have
This can be inferred from a similar argument to the one in [32, 32]. In particular, we then have for all and all :
From this decay, it can be deduced by a simple covering argument that the measure is absolutely continuous with respect to the Lebesgue measure.
Towards the Hölder continuity of the distributional gradient , we invoke Campanato’s characterisation [12, Theorem 5.1]: Let and be a linear -valued polynomial such that . Furthermore, we put . Now estimate for all and all
∎
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