Nonlocal isoperimetric inequalities for Kolmogorov-Fokker-Planck operators
Nicola Garofalo, Giulio Tralli

TL;DR
This paper establishes optimal nonlocal isoperimetric inequalities for fractional Kolmogorov-Fokker-Planck operators, which are degenerate and lack variational structure, extending ideas from local cases and physics applications.
Contribution
It introduces the first optimal isoperimetric inequalities for nonlocal fractional Kolmogorov-Fokker-Planck operators, a class of degenerate, non-variational operators relevant in physics.
Findings
Derived optimal isoperimetric inequalities for fractional Kolmogorov-Fokker-Planck operators
Extended classical inequalities to a nonlocal, degenerate setting
Provided insights into the geometric analysis of nonlocal PDEs
Abstract
In this paper we establish optimal isoperimetric inequalities for a nonlocal perimeter adapted to the fractional powers of a class of Kolmogorov-Fokker-Planck operators which are of interest in physics. These operators are very degenerate and do not possess a variational structure. The prototypical example was introduced by Kolmogorov in his 1938 paper on brownian motion and the theory of gases. Our work has been influenced by ideas of M. Ledoux in the local case.
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Nonlocal isoperimetric inequalities for Kolmogorov-Fokker-Planck operators
Nicola Garofalo
Dipartimento d’Ingegneria Civile e Ambientale (DICEA)
Università di Padova
Via Marzolo, 9 - 35131 Padova, Italy
and
Giulio Tralli
Dipartimento d’Ingegneria Civile e Ambientale (DICEA)
Università di Padova
Via Marzolo, 9 - 35131 Padova, Italy
Abstract.
In this paper we establish optimal isoperimetric inequalities for a nonlocal perimeter adapted to the fractional powers of a class of Kolmogorov-Fokker-Planck operators which are of interest in physics. These operators are very degenerate and do not possess a variational structure. The prototypical example was introduced by Kolmogorov in his 1938 paper on Brownian motion and the theory of gases. Our work has been influenced by ideas of M. Ledoux in the local case.
Key words and phrases:
Kolmogorov operator, non-symmetric semigroups, nonlocal isoperimetric inequalities
The first author was supported in part by a Progetto SID (Investimento Strategico di Dipartimento) “Non-local operators in geometry and in free boundary problems, and their connection with the applied sciences”, University of Padova, 2017.
Contents
1. Introduction
Isoperimetric inequalities is a subject with roots in the classical antiquity, but which presently continues to be an active source of inspiration in analysis and geometry. The classical isoperimetric inequality, the so-called problem of Queen Dido in Virgil’s Aeneid, states that among all measurable sets with given perimeter the ball is the one with largest volume. More precisely, denoting by the -dimensional Lebesgue measure of the unit ball, one has
[TABLE]
and equality holds if and only if is a ball. Here, the notion of perimeter is the one introduced by De Giorgi in [13], who also first provided in [14] a complete proof of with the case of equality. His original formulation was based on the regularising properties of the heat semigroup . On a measurable set with finite measure, he defined his perimeter as , where denotes the indicator function of . This notion coincides with the well-known variational formulation , where , see e.g. [25]. Sets for which are called Caccioppoli sets, and the study of the structure of sets which minimise the perimeter, the minimal surfaces, has been one the main engines behind the development of geometric measure theory.
In recent years, there has been considerable interest in geometric objects that can be interpreted as a non-infinitesimal version of classical minimal surfaces. For instance, they arise in the study of surface tension in two-phase systems such as snowflakes or dendritic formations, see [39]. In their seminal work [8] Caffarelli, Roquejoffre and Savin introduced the concept of a nonlocal minimal surface and studied the structure of such sets. Their starting point is the following notion: given a number , a measurable set is said to have finite -perimeter, if
[TABLE]
(one should keep in mind that smooth bounded sets have finite -perimeter when , whereas no open set has finite -perimeter when , see [37, Lemma 3.2]). Their main result, see [8, Theorem 2.4], shows that a nonlocal minimal surface is in the neighbourhood of any of its points, except for a dimensional closed set. Throughout this paper we assume .
It is worth noting here that, according to (1.1), a measurable set has finite -perimeter if and only if , where for and we have denoted by the Banach space of functions with finite Aronszajn-Gagliardo-Slobedetzky seminorm,
[TABLE]
In fact, it is clear from (1.1) and (1.2) that
[TABLE]
and this also underscores the variational nature of the connection between the fractional perimeter and the nonlocal Laplacian
[TABLE]
(here is a suitable normalising constant, and the integral must be interpreted in the principal value sense, see e.g. [20, Prop. 5.6]). In fact, it is easy to verify that is the Euler-Lagrange equation of the energy functional If we denote by the Euclidean dilations, from (1.3), and the scaling property of (1.2), we infer the scale invariance of the quotient
[TABLE]
This leads to conjecture the following nonlocal version of the isoperimetric inequality : given , there exists a constant such that for any bounded measurable set , one has
[TABLE]
The inequality (1.4) is in fact true, and, interestingly, can be obtained by a 1989 result of Almgren and Lieb. In their [1, Theorem 9.2 (i)] these authors proved that, if for and one has , then also and
[TABLE]
Here, denotes the non-increasing rearrangement of . If we apply (1.5) to with , and keep in mind (1.3), and the fact that (where denotes the ball in centred at the origin with measure ), we obtain
[TABLE]
The right-hand side of the latter inequality is finite if and only if , and can be shown to equal an explicitly computable multiple of , see [21].
In this paper we establish nonlocal isoperimetric inequalities such as (1.4), when is replaced by a class of operators that do not possess a variational structure (a gradient) or a homogeneous structure (dilations), and which can in general be very degenerate. Because of their interest in mathematics and physics these operators have been intensely studied during the past three decades, but a theory of isoperimetric inequalities has so far been lacking and there presently exist no results akin to those in this paper. Specifically, we consider the following class of differential operators in ,
[TABLE]
where the matrices and have real, constant coefficients, . In the non-degenerate case when , then , and we are back into the framework of [8], [1]. Other than for illustrative purposes, we will not be interested in this case. Our focus instead is when is not invertible and . In such case the operator is degenerate and, because of the drift, it does not possess a variational or homogeneous structure. We recall that in the opening of his celebrated work [26] Hörmander proved that (1.6) is hypoelliptic if and only if its covariance matrix satisfies the following hypothesis for every
[TABLE]
Under such condition he proved that for every the Cauchy problem in , , admits a unique solution . Furthermore, possesses the following strictly positive explicit fundamental solution
[TABLE]
where is the time-dependent intertwined pseudo-distance
[TABLE]
and
[TABLE]
where
[TABLE]
For any , the family is a strongly continuous semigroup on which is non-symmetric (unless ) and in general non-doubling, see [23].
In the present paper we focus on the subclass of operators in (1.6) which, besides the hypoellipticity condition (1.7), also satisfy the assumption
[TABLE]
This hypothesis guarantees that the semigroup be contractive in for . This aspect played a key role in our work [22], in which we developed a calculus of the nonlocal operators . Such calculus, which has been instrumental to our recent work [23] on Hardy-Littlewood-Sobolev inequalities, is central to the present paper as well. But before we can introduce our main results, we need to clarify the role of (1.9) in connection with another important aspect of the analysis of the semigroup : the large-time behaviour of the volume function in (1.8). In this respect, we recall that in [23] we have introduced the notion of intrinsic dimension at infinity as the extended number , where
[TABLE]
When we set , otherwise we obviously have . We note that if as , then , and therefore . We also stress that, in the absence of (1.9), it can happen that . In fact, if we take in (1.6), then is the classical Ornstein-Uhlenbeck operator, for which a computation shows that , for some . Therefore, in such case . However, (1.9) does not hold for this example, which therefore remains outside the scope of the present work. Concerning , we mention that it was proved in [23, Prop. 3.1] that if (1.9) holds, the following is true:
- (i)
there exists a constant such that for all ;
- (ii)
moreover, if , then there exists a constant such that for all
An immediate consequence of (i) and of the definition of , is that is always true under the hypothesis (1.9). Furthermore, if (ii) occurs, then . We stress that such case can occur, see the Ex. in the table in fig. 1 in [23]. The blowup of the volume function as plays a pervasive role in the analysis of (1.6) when combined with the following ultracontractivity of the semigroup: for any one has for ,
[TABLE]
for a certain constant , see [23, Section 3]. We note that, in view of (i), it follows from (1.10) that, when (1.9) holds, we must have as , for every .
With all this being said, we now turn to the description of the results in this paper. As a first step we introduce for the operators a generalisation of the notion of -perimeter (1.1). Since these operators lack a variational structure, we circumvent this difficulty using a relaxation procedure of the functional . Precisely, given a function we denote by the collection of all sequences in such that in . If is a measurable set such that , we define the -perimeter of by the formula
[TABLE]
If there exists at least one sequence such that , then we clearly have and we say that has finite -perimeter. With such notion in hands, the first question that comes to mind is the connection between (1.11) and that of Caffarelli, Roquejoffre and Savin in (1.3). In Proposition 4.7 we show that, in the non-degenerate case when and , and thus in (1.6), for every our -perimeter coincides (up to an explicit universal constant ) with that in [8], i.e., we have
[TABLE]
Having clarified this point, we are ready to discuss the main results of this paper.
Theorem 1.1** (First nonlocal isoperimetric inequality).**
Suppose that the hypothesis (1.9) hold. If there exist such that for every one has
[TABLE]
then for any there exists a constant , depending on , such that for any measurable set , with , one has
[TABLE]
Before proceeding with our second main result, we pause to note that Theorem 1.1 encompasses the Almgren-Lieb’s isoperimetric inequality (1.4) as a special case, and provides an alternative semigroup-based proof of the latter. To see this, we take in (1.6), so that , and is the standard heat kernel. Since in such case we trivially have , it is obvious that (1.13) holds with equality if . We thus obtain from (1.12) and (1.14),
[TABLE]
for some universal constant , which is (1.4).
A more important prototypical example to keep in mind is the diffusion operator in
[TABLE]
whose evolutive counterpart is . Here, we have let , and , with . We observe that, in this example, (and thus (1.9) is trivially verified), and that is invariant under the non-isotropic dilations . The operator was introduced by Kolmogorov in his seminal 1934 note [27] on Brownian motion and the theory of gases. This operator badly fails to be parabolic since it is missing the diffusive term , but it does satisfy Hörmander’s hypoellipticity condition (1.7). In fact, one easily checks that for every . Kolmogorov himself found the following explicit fundamental solution
[TABLE]
Comparing with (1.8), we see that , and thus (1.13) holds with equality, with . We conclude from (1.14) that for every there exists a constant , such that for any measurable set , with , one has
[TABLE]
We emphasise that, because of the non-isotropic dilations , the exponent in the right-hand side of (1.16) is best possible. Because of their interest in mathematics and physics, Kolmogorov’s operator and its variants have been intensely studied over the past three decades (we refer to [23] for a bibliographical account), but isoperimetric inequalities such as (1.16) have been completely missing.
Hypoelliptic operators modeled on Kolmogorov’s provide local approximating homogeneous structures for the general class (1.6). This fact, discovered in [28], allows to infer the existence of a number such that as , where is as in (2.3). We call such number the intrinsic dimension at zero of the semigroup. To prepare the discussion of our second main result we emphasise at this point that the assumption (1.13) in Theorem 1.1 imposes the restriction
[TABLE]
It ensues that such result does not cover the situation in which . We stress that, although this case never happens when (1.6) possesses an underlying homogeneous structure, in general such phenomenon can occur. Consider for instance the degenerate operator in
[TABLE]
whose evolutive counterpart is the Kramers’ operator . In this example we have , , , . A computation gives , from which we see that . On the other hand, the intrinsic dimension at is the same as that of the (homogeneous) Kolmogorov operator in , and therefore . This leads us to introduce the second main result in this paper.
Theorem 1.2** (Second nonlocal isoperimetric inequality).**
Suppose that , and that for some we have for every
[TABLE]
Given , there exists a constant , depending on , such that for any measurable set , with , one has
[TABLE]
Our third main result represents a notable application of the nonlocal isoperimetric inequality in Theorem 1.1. To provide the reader with the proper historical perspective, we recall that, for the classical Sobolev spaces, from the representation formula , and the mapping properties of the Riesz potentials, one knows that . A remarkable aspect of the end-point case is that such weak Sobolev embedding in fact implies the isoperimetric inequality . The latter, in turn, combined with the coarea formula, is equivalent to the strong embedding . This circle of ideas establishes the beautiful fact that, in the geometric case , the weak Sobolev embedding is equivalent to the strong one, and they are both equivalent to the isoperimetric inequality, see [33]. We establish a semigroup generalisation of this fact to the nonlocal degenerate setting of this paper. We in fact obtain the following endpoint result for an optimal class of Besov spaces, introduced in [24, Section 3], and naturally associated with the operator in (1.6), see Definition 7.1 below.
Theorem 1.3**.**
Let . Suppose that (1.9) be valid, and that there exist such that (1.13) hold. Then, we have
[TABLE]
Precisely, for every one has
[TABLE]
where is the constant appearing in Theorem 1.1, and denotes the Besov seminorm in (7.1) below.
We refer the reader to Section 7 for the counterpart of Theorem 1.3 under the assumption (1.17).
A description of the organisation of the paper is in order at this point. In Section 2 we collect some well-known preliminary background that is used in the rest of the paper. In Section 3 we analyse the action of the Hörmander semigroup on indicator functions. The main result is Lemma 3.2, which generalises a result originally due to Ledoux [29]. Section 4 introduces the notion of nonlocal variation of a function in and of fractional perimeter, see Definition 4.1. In Definition 4.4 we define a second notion of fractional perimeter, , inspired to that originally given by De Giorgi in the local case. We show in Lemma 4.5 that
[TABLE]
but we do not presently know whether these two nonlocal perimeters coincide in general. However, Proposition 4.7 shows that, in the non-degenerate case when and , and thus in (1.6), for every we have
[TABLE]
see also (1.12). Section 5 contains a key estimate inspired to one originally obtained by M. Ledoux, see (5.1), or also (8.14) in his contribution in [15]. Theorem 5.1 states that for every and one has for any and ,
[TABLE]
The case of this result plays a critical role in the proofs of our main results. In Section 6 we prove Theorems 1.1 and 1.2. Finally, in Section 7 we establish Theorem 1.3 and Theorem 7.6.
In closing we mention that, as a special case of their celebrated works, in [5, Cor. 5], see also [6], [7] and [34], Bourgain, Brezis and Mironescu obtained a new characterisation of BV, and therefore of De Giorgi’s perimeter, based on their two sided bound
[TABLE]
Answering a question posed in [5], Dávila in [12, Theor.1] refined the limiting formula (1.20), and proved that
[TABLE]
where . The upper bound in (1.20) can also be extracted from a subsequent inequality of Maz’ya in [32]. The case of equality in (1.4) was obtained in [18] as a consequence of their general results on Hardy inequalities. The limiting behaviour of the fractional perimeter was also studied in [3] and [9]. In connection with (1.4) above, and still in a non-degenerate context, more general nonlocal isoperimetric inequalities have been considered in the works [19], [30], [17] and [10].
We mention that in Proposition 6.4 we obtain an upper bound, such as that in (1.20), for our perimeter , and consequently also for . We plan to address the precise limiting behaviour of these nonlocal perimeters in a future study. Finally, it would be of considerable interest to understand the structure of nonlocal minimal surfaces for the class (1.6).
Acknowledgment: We thank Giorgio Metafune for his kind help with the proof of Proposition 2.13.
2. Preliminaries
In this section we introduce the relevant notation and recall some well-known material concerning the class (1.6) that will be used in the rest of the paper. For details we refer the reader to [22, Sec. 2] and [23, Sec. 2].
2.1. Notation
Generic points in will be denoted with the letters . Points in , with . The trace of a matrix will be indicated with , is the transpose of . The Hessian matrix of a function is denoted by . Given a set , we denote with its indicator function. If is measurable, we denote by its -dimensional Lebesgue measure. All the function spaces in this paper are based on , thus we will routinely avoid reference to the ambient space throughout this work. For instance, the Schwartz space of rapidly decreasing functions in will be denoted by , and for we let . The norm in will be denoted by , instead of . We will indicate with the Banach space of the such that with the norm . The reader should keep in mind the following simple facts: (1) for every ; (2) is dense in . If is a bounded linear map, we will indicate with its operator norm. If , the spectrum of on will be denoted by , the resolvent set by , the resolvent operator by . For we will indicate with Euler’s gamma function. For any we will use the standard notation , , respectively for the -dimensional measure of the unit sphere , and -dimensional measure of the unit ball. We adopt the convention that for any .
2.2. Semigroup matters
Given matrices and as in (1.6) we consider the semigroup , where is given by (1.8). As in [23], for we have defined
[TABLE]
It is obvious that, when , we have for every . Given and , we consider the set
[TABLE]
and call it the time-varying pseudo-ball. One has
[TABLE]
We stress that the quantity in the right-hand side of (2.2) is independent of , a reflection of the underlying group structure induced by the drift matrix (see [28]). Endowed with the latter, the space becomes a non-Abelian Lie group. This aspect is reflected in the expression (1.8), as well as in (2.2). As a consequence, we can drop the dependence in , and indicate . When , we simply write , instead of , i.e.,
[TABLE]
In the following lemmas we collect the main (well-known) properties of the semigroup .
Lemma 2.1**.**
For any we have:
- (a)
* and ;*
- (b)
For any and one has ;
- (c)
For every and the commutation property is true .
Lemma 2.2**.**
The following properties hold:
- (i)
For every and we have ;
- (ii)
* with ;*
- (iii)
For every and one has .
- (iv)
Let , then with . If , is a contraction on for every ;
- (v)
[Chapman-Kolmogorov equation] For every and one has . Equivalently, one has for every .
Lemma 2.3**.**
Let . Given any for any we have
[TABLE]
Corollary 2.4**.**
Let . For every , we have as Consequently, is a strongly continuous semigroup on . The same is true when , if we replace by the space .
Remark 2.5**.**
The reader should keep in mind that from this point on when we consider as a strongly continuous semigroup in , we always intend to use when .
Denote by the infinitesimal generator of the semigroup on with domain
[TABLE]
One knows that is closed and densely defined (see [16, Theorem 1.4]).
Corollary 2.6**.**
We have . Furthermore, for any , and is a core for .
Remark 2.7**.**
From now on for a given with a slight abuse of notation we write instead of . In so doing, we must keep in mind that actually indicates the closed operator that, thanks to Corollary 2.6, coincides with the differential operator on . Using this identification we will henceforth say that is the infinitesimal generator of the semigroup on .
We omit the proof of the next lemma since it is a direct consequence of (ii), (iv) in Lemma 2.2, and of [16, Theorem 1.10].
Lemma 2.8**.**
Assume that (1.9) be in force, and let . Then:
- (1)
For any such that , we have ;
- (2)
If such that , then exists and for any it is given by the formula ;
- (3)
For any we have .
2.3. The nonlocal operators
Since the fractional operators play a central role in the present work we recall their definition from [22]. Hereafter, when considering the action of the operators or on a given , the reader should keep in mind our Remark 2.7.
Definition 2.9**.**
Let . For any we define the nonlocal operator by the following pointwise formula
[TABLE]
We mention that Definition 2.9 comes from Balakrishnan’s seminal work [4]. It was shown in [22] that the right-hand side of (2.5) is a convergent integral (in the sense of Bochner) in , and also in for any when (1.9) holds. The nonlocal operators (2.5) enjoy the following semigroup property established in [4].
Proposition 2.10**.**
Let and suppose that . Then, for every we have
[TABLE]
For any given , and any , we denote by
[TABLE]
the domain of in . The operator can be extended to a closed operator on its domain, see [4, Lemma 2.1]. Therefore, endowed with the graph norm
[TABLE]
becomes a Banach space. The next lemma is proved in [23, Lemma 4.3] and it shows that, when (1.9) holds, then .
Lemma 2.11**.**
Assume (1.9), and let . Given , one has
[TABLE]
We now use the nonlocal operators to introduce the functional spaces naturally attached to the operator .
Definition 2.12** (Sobolev spaces).**
Assume (1.9), and let and . We define the Sobolev space as .
We next establish a key density result.
Proposition 2.13**.**
Assume (1.9). Let and . We have
[TABLE]
Proof.
The inclusion is straightforward since by Lemma 2.11 we have , and by definition . For the opposite inclusion , we divide the proof into multiple steps.
Step . For a fixed , consider the operator , where we have denoted by the domain of in , see (2.4), with its graph norm. In view of Lemma 2.8, is invertible, and the inverse is given by the formula . Denote by the semigroup having as infinitesimal generator. Similarly to (2.5) in Definition 2.9, we can use Balakrishnan’s formula to define the fractional powers
[TABLE]
As in [23, Theorem 6.3], one sees that the inverse of is given by
[TABLE]
In view of (iv) in Lemma 2.2, it is easy to see that is well-defined in . We denote by the domain of in . We have , and moreover one easily concludes from (2.7) that there exists such that for every one has
[TABLE]
Step . We claim that is dense in with the graph norm, that is
[TABLE]
To see this, we set . By the invertibility of we deduce that , and therefore . On the other hand, is dense in since we know that , and is dense in . Therefore, is dense in , which implies that is dense in with the graph norm of . Since we also know that , by (2.8) we conclude that .
Step . We finish the proof by showing that
[TABLE]
By [31, Lemma 4.11] we know that , and there exists such that for every
[TABLE]
Hence, for every , we can find by Step II a sequence of functions such that both and tend to [math] as . Then, we also have
[TABLE]
This concludes the proof of the density of in endowed with its graph norm.
∎
3. Indicator functions
In this section we establish some results concerning indicator functions of measurable sets . Some of our results are inspired to the ideas of M. Ledoux in [29].
Lemma 3.1**.**
If is a measurable set with finite measure, one has
[TABLE]
Proof.
From (i) in Lemma 2.2 we find
[TABLE]
Integrating in we find
[TABLE]
Similarly, (iii) in Lemma 2.2 gives
[TABLE]
Integrating this identity in , we find
[TABLE]
This gives
[TABLE]
To reach the desired conclusion we are thus left with showing that
[TABLE]
This is easily verified as follows
[TABLE]
∎
The following lemma provides a crucial estimate from below of the right-hand side of Lemma 3.1.
Lemma 3.2**.**
There exists a universal constant such that for any measurable set such that , one has
[TABLE]
Proof.
Our objective is estimating the terms in the right-hand side of Lemma 3.1. Let be a measurable set such that , then by (v) in Lemma 2.2 one has
[TABLE]
By Minkowski’s integral inequality we have
[TABLE]
Before computing the integral in the right-hand side of the latter inequality, we notice that if in we make the change of variable , then
[TABLE]
where in the last equality we have used (2.3). By (1.8) and (2.1) we thus find for every
[TABLE]
Using (3.2) in the above inequality, we obtain
[TABLE]
In a similar fashion we find
[TABLE]
Using the latter two estimates in (3.1) we conclude
[TABLE]
Combining Lemma 3.1 with (3.3) we reach the desired conclusion with .
∎
In what follows the reader should keep in mind definition (2.6). The next lemma is contained in [24, Prop. 3.4 & Remark 3.5].
Lemma 3.3**.**
Let and be a measurable set such that . Then,
[TABLE]
Lemma 3.4**.**
Assume (1.9) and let . For any such that
[TABLE]
we have for all , and moreover
[TABLE]
a. e. in . In particular, (3.4) holds true for any .
Proof.
The fact that follows since is measurable and we can write by (2.5)
[TABLE]
Now, when (1.9) holds, then by (iii) and (iv) in Lemma 2.2 we have , for any . Therefore,
[TABLE]
and by the first part of the lemma we infer that . Combining Fubini’s and Tonelli’s theorems we obtain for almost every ,
[TABLE]
for all . Finally, the statement regarding follows from Lemma 2.11.
∎
Corollary 3.5**.**
Under the hypothesis of Lemma 3.4, suppose . Then,
[TABLE]
Proof.
By Lemma 3.3 we have
[TABLE]
Then, we can use (3.4) in Lemma 3.4 and Corollary 2.4 to deduce that
[TABLE]
in . This proves the statement. ∎
4. Nonlocal perimeters
In this section we introduce the notions of function of nonlocal bounded variation and that of fractional perimeter. Our approach, based on the interplay between the semigroup and the fractional powers , provides a different perspective to nonlocal interactions and minimal surfaces even in the classical (non-degenerate) case when there is no drift and . As we have said in the introduction, the operators in (1.6) do not possess a variational structure, i.e., they do not arise as Euler-Lagrange equations of an energy. To bypass this obstacle, we use instead a relaxation procedure.
4.1. Functions of nonlocal bounded variation
Given a function we consider the family . Obviously, we have . In the sequel we tacitly use the fact that, if , then . This property is guaranteed by Lemma 2.11.
Definition 4.1** (The space ).**
Given , we say that has bounded -variation if there exists in such that
[TABLE]
When has bounded -variation we call the -total variation of the number in defined by
[TABLE]
Given a measurable set , with , we say that it has finite -perimeter if . In such case we define the -perimeter of as the number in identified by
[TABLE]
We mention that in the local case M. Miranda, jr. used a relaxation procedure to define a perimeter à la De Giorgi in metric measure spaces which are doubling and Poincaré, see [35].
Remark 4.2**.**
Since we have defined the nonlocal operators for all , the reader may wonder why in Definition 4.1 we are restricting the range to . The full explanation for this will come after we prove in Proposition 4.7 that, when , our perimeter equals that of Caffarelli, Roquejoffre and Savin. This result, combined with the fact that, when , no open set has finite nonlocal -perimeter (see e.g. [37], or the explicit constant in [21, Prop. 1.1]), clarifies the limitation .
Lemma 4.3**.**
Let be a measurable set such that . Then,
[TABLE]
Proof.
By Proposition 2.13 we know that we can approximate with a sequence of functions with tending to in the graph norm of . Hence, we obtain
[TABLE]
∎
4.2. Another notion of perimeter
We next introduce a second notion of nonlocal perimeter which is inspired to De Giorgi’s original one in the local case and which will prove useful in our analysis. We notice preliminarily that, if is a bounded measurable set, then belongs to for all . This can be recognised by showing that, equivalently, for all . To see this latter fact, we use [22, formula (2.6)] which gives
[TABLE]
Here, is the positive symmetric matrix-valued function defined by , see (1.7). Since belongs to , it suffices to show that is a multiplier for . From the boundedness of it is easy to observe that belongs to , and thus such is also . Furthermore, any derivative of this latter function grows at most polynomially. This proves that , and therefore , belongs to . By Lemma 2.11, we can thus consider . Arguing as in the proof of Lemma 5.2 we see that the function is monotone decreasing on . This allows us to introduce the following second definition of nonlocal perimeter.
Definition 4.4**.**
Given , we say that a bounded measurable set , has finite -perimeter⋆ if
[TABLE]
In this case, we call the number the -perimeter⋆ of .
It is interesting to compare the two nonlocal perimeters (4.1) and (4.2). The following simple result holds.
Lemma 4.5**.**
For every and every bounded measurable set we have
[TABLE]
Proof.
Fix a bounded measurable set . If there is nothing to prove. We thus assume that . Consider the sequence . As we have observed, for every . Moreover, one has
[TABLE]
Since by Corollary 2.4 we know that in , we infer that and that
[TABLE]
By the definition (4.1) we immediately reach the desired conclusion .
∎
Remark 4.6**.**
We presently do not know whether . However, the reader should see Proposition 4.7 below.
4.3. Connection with the nonlocal perimeter of Caffarelli, Roquejoffre and Savin
It is natural at this moment to compare, when in (1.6), our and to the notion of nonlocal perimeter (implicitly present) in the works by Almgren and Lieb [1], Bourgain, Brezis and Mironescu [5, 6], and Maz’ya [32], and extensively developed by Caffarelli, Roquejoffre and Savin in [8]. We recall that these latter authors say that when a measurable set has finite -perimeter if
[TABLE]
The next proposition shows that, specialised to the classical setting, the quantities coincide, and they equal up to a constant.
Proposition 4.7**.**
Suppose that in (1.6), and therefore is the standard heat semigroup. Let . For any bounded measurable set such that , we have
[TABLE]
where is an explicit constant.
Proof.
We first prove the equality . By Corollary 3.5 we know that is equivalent to requesting that . Since the assumption (4.3) can be equivalently expressed as
[TABLE]
we can use the commutation identity (3.4) in Lemma 3.4. Combined with Corollary 2.4 this guarantees that
[TABLE]
Having in mind [24, Corollary 3.6], we conclude that
[TABLE]
thus our -perimeter⋆ coincides (up to an absolute constant) with that in [8]. In view of Lemma 4.5, to complete the proof we are left with showing that
[TABLE]
It is not restrictive to suppose that . By (4.1) for any there exists a sequence of functions in such that
[TABLE]
For any consider . From (iv) in Lemma 2.2 and (3.4), we find
[TABLE]
Passing to the as in the latter inequality gives
[TABLE]
We claim that for any fixed ,
[TABLE]
Taking the claim for granted, from it and (4.5) we obtain
[TABLE]
Since this holds for every , we infer
[TABLE]
By the arbitrariness of we reach the desired conclusion (4.4). We are thus left with proving (4.6). Since we obviously have for every
[TABLE]
the claim (4.6) will follow if we show that
[TABLE]
Now, since we know that for all (see the proof of [23, Lemma 4.3]), we obtain
[TABLE]
for some . On the one hand we have
[TABLE]
since . On the other hand, it is easy to verify that
[TABLE]
This proves that, for any ,
[TABLE]
which implies (4.7).
∎
5. A key nonlocal estimate of Ledoux type
In [11] Cheng, Li and Yau first showed that the isoperimetric inequality implies upper bounds for the heat kernel on a complete manifold satisfying various curvature assumptions. Shortly after, in his approach to the Hardy-Littlewood-Sobolev inequalities, Varopoulos used the heat semigroup to connect analysis to geometry. One of his central results states that the ultracontractive estimate
[TABLE]
is equivalent to the Sobolev inequality [38, Theor.1]. This remarkable result links upper estimates of the heat semigroup to Sobolev inequalities at level , and eventually to isoperimetry, i.e., Sobolev inequalities at level . Inspired by Varopoulos’ works, Ledoux showed how to reverse these ideas and obtain isoperimetric inequalities from upper bounds of the heat semigroup. In his approach one of the key tools was the following estimate
[TABLE]
valid for any function , where is a Riemannian manifold with , see [29], and also the proof of Theorem 8.14 in Ledoux’s article in [15], in particular equation (8.14).
The objective of this section is to establish the following nonlocal version of (5.1) for the Hörmander semigroup generated by in (1.6).
Theorem 5.1** (Nonlocal Ledoux type estimate).**
Assume (1.9), and let . Then, for every and every we have for any
[TABLE]
We remark that when in (1.6), and therefore is the standard heat semigroup in , taking in the statement of Theorem 5.1 and we obtain, letting ,
[TABLE]
where in the last equality we have used (3.4), which gives . This estimate differs from (5.1) since the terms in the right-hand side are not comparable. One should keep in mind that the Riesz transforms do not map to itself, but into .
The proof of Theorem 5.1 will be given at the end of the section. In what follows we establish the main estimate in such proof. We begin with a key observation.
Lemma 5.2**.**
Assume (1.9). Let and be arbitrarily fixed. Given , the function is non-increasing on . Furthermore,
[TABLE]
Proof.
Suppose that and write . By (v) of Lemma 2.2 and (c) in Lemma 2.1, we have . Combined with (iv) in Lemma 2.2, we infer
[TABLE]
where in the last step we have used Lemma 2.11. This chain of inequalities proves the desired conclusion.
∎
We next recall the Riesz potentials introduced in [23].
Definition 5.3**.**
Let . Given , we define the Riesz potential of order as follows
[TABLE]
The next result, which is [23, Theor. 6.3], shows that the integral operator is the inverse of the nonlocal operator . The reader should keep in mind here that, as we have recalled in the introduction, .
Theorem 5.4**.**
Suppose that (1.9) hold, and let . Then, for any we have
[TABLE]
Using Theorem 5.4 we now establish the key step in the proof of Theorem 5.1.
Proposition 5.5**.**
Assume (1.9) and let . Then, for every and we have
[TABLE]
where the function is supported in and has the property
[TABLE]
Proof.
By Theorem 5.4 and Definition 5.3 we have
[TABLE]
where we have set
[TABLE]
We warn the reader that the validity of the above chain of identities is guaranteed by the short time behaviour of the semigroup in Lemma 2.3, and also by its long time behaviour ensured by (1.10), (1.9) and the ensuing blowup of established in [23] (see (i) and (ii) in the introduction). It is now a simple calculus exercise to show that
[TABLE]
which proves (5.3), and therefore (5.2).
∎
We mention that in [2] the authors obtain a result similar to Proposition 5.5 (but only for the case ), for semigroups with self-adjoint positive generators. Their proof uses the spectral resolution of such operators and does not apply to our situation.
Proof of Theorem 5.1.
It is a direct consequence of Proposition 5.5 and Minkowski integral inequality. Indeed, one has
[TABLE]
∎
We also record the following immediate consequence of Theorem 5.1.
Corollary 5.6**.**
Let . For every one has
[TABLE]
6. Proof of Theorems 1.1 and 1.2
In this section we provide the proofs of our two main results. We begin with the
Proof of Theorem 1.1.
Since the desired conclusion is trivially true if , we assume that . By the hypothesis, . Therefore, there exists a sequence in such that in as . By (iv) in Lemma 2.2 we know that , and thus also as . By Theorem 5.1 and Corollary 5.6 we have for every
[TABLE]
where in the third to the last inequality we have used Lemma 5.2 with , and the second to the last, and the last equalities follow from the fact that in as (see (3.4) in Lemma 3.4 and Corollary 2.4). Taking the in the latter inequality we conclude
[TABLE]
Passing to the infimum on all sequences , we finally obtain the fundamental inequality
[TABLE]
On the other hand, if (1.9) is in force, Lemma 3.2 implies for some ,
[TABLE]
Combining (6.1) with (6.2), and using the hypothesis (1.13), we conclude that the following basic interpolation estimate holds for every ,
[TABLE]
Minimising the function in the right-hand side of (6.3) with respect to , we easily infer the desired conclusion (1.14) for some constant depending exclusively on and .
∎
Remark 6.1**.**
Concerning (6.1) we note that it trivially implies
[TABLE]
In this connection, we mention that, when in (1.6), and therefore is the classical heat semigroup in , it was proved in [36, Theorem 3.3] that if is a measurable set having finite De Giorgi’s perimeter , then
[TABLE]
As we have mentioned in the introduction, the assumption (1.13) forces the condition . Therefore, Theorem 1.1 does not cover situations in which . We next prove the second main result in this paper which covers such case.
Proof of Theorem 1.2.
We can always assume . Following the arguments in the proof of Theorem 1.1, we again obtain (6.1) and (6.2). At this point, we use the hypothesis (1.17), instead of (1.13), obtaining
[TABLE]
This gives for every ,
[TABLE]
If , the previous estimate implies , and we are done. We can thus assume . Denote , and consider the quantities
[TABLE]
The assumption implies that . We now distinguish three cases:
- (i)
;
- (ii)
;
- (iii)
.
In the case (i), we have . Since (6.5) holds for any , we have in particular,
[TABLE]
From the previous inequality, after substituting the definition of , we obtain
[TABLE]
for some positive constant . If instead (ii) holds, we have , and we find
[TABLE]
Recalling the definition of , from this inequality we deduce
[TABLE]
for some positive constant . Finally, if (iii) holds, then we have
[TABLE]
If we use the inequality
[TABLE]
we obtain
[TABLE]
If instead we use
[TABLE]
we find
[TABLE]
In both cases, since , after some elementary computations we obtain the existence of some positive such that
[TABLE]
Putting together (6.6), (6.7) and (6.8), we finally infer (1.18).
∎
The following isoperimetric inequality for is an immediate consequence of Theorem 1.1 and Lemma 4.5.
Corollary 6.2**.**
Suppose that , and that (1.13) hold. For every there exists a constant , depending on , such that for any bounded measurable set , one has
[TABLE]
We now specialise Corollary 6.2 to the situation in which . In such case, we have and therefore .
Corollary 6.3**.**
Suppose that in (1.6). For every there exists a constant such that for any bounded measurable set , one has
[TABLE]
Combining Proposition 4.7 with Corollary 6.3 we obtain the isoperimetric inequality (1.4) for the nonlocal perimeter . Such result is not new since, as we have mentioned in the introduction, it can be extracted from the work [1]. Our proof, based on the heat semigroup, provides a different perspective on it.
The next result provides an interesting one-sided bound for the limiting case similar to the right-hand side of the Bourgain, Brezis and Mironescu’s bound (1.20).
Proposition 6.4**.**
Suppose that (1.9) hold. Then, for every bounded measurable set one has
[TABLE]
Proof.
If in (6.9) we have , there is nothing to prove, thus we might as well assume that such quantity be finite. For every we thus have
[TABLE]
Since on the other hand by (iv) of Lemma 2.2 we have
[TABLE]
by Lemma 3.4 we infer that for all , and that (3.4) holds. But then, we have
[TABLE]
where in the last equality we have used Corollary 2.4. With this being said, for any we obtain from Lemma 3.3,
[TABLE]
One easily recognises
[TABLE]
On the other hand, one has
[TABLE]
We infer that for every we have
[TABLE]
Minimising with respect to the right-hand side of (6.11), and using (6.10), we find
[TABLE]
Multiplying (6.12) by , and taking the , we easily reach the conclusion
[TABLE]
which proves (6.9). ∎
7. Applications: a strong geometric embedding
As we have said in the introduction, the aim of this section is to present a notable application of the isoperimetric inequality (1.14) in Theorem 1.1. We establish a nonlocal version of the beautiful end-point equivalence, for the classical Sobolev spaces, of the weak embedding , with the strong one , and with the isoperimetric inequality . Our final objective is proving Theorem 1.3 and Theorem 7.6 for an optimal class of Besov spaces, introduced in [24, Section 3], and naturally associated with the operator in (1.6). We begin by recalling the relevant definition.
Definition 7.1**.**
For and , we define the Besov space as the collection of those functions , such that the seminorm
[TABLE]
We endow the space with the following norm
[TABLE]
Remark 7.2**.**
Before proceeding, we pause to remark that the spaces represent a generalisation of the classical Aronszajn-Gagliardo-Slobedetzky spaces , defined via the seminorm
[TABLE]
This is easily recognised from (7.1) since, when and , and thus , one has .
Having observed this, we next emphasise that the spaces are non-trivial. One has in fact the following.
Lemma 7.3**.**
Assume (1.9). For any and we have .
Proof.
Let and be such that for all and for all one has
[TABLE]
For and we now have
[TABLE]
On the one hand, we have for some ,
[TABLE]
where we have used (7.2) and the expression (1.8). On the other hand, using (7.2) again, we obtain
[TABLE]
All the integrals involving the term are finite since . Hence we have just showed that
[TABLE]
for some positive constant . Therefore, since , we have
[TABLE]
whenever . Since and , one can easily see that also in the interval the integral under discussion can be bounded above in terms of . This proves that for all .
∎
We next establish a nonlocal coarea formula involving the Besov-seminorm .
Proposition 7.4** (Coarea formula).**
Let . For any we have
[TABLE]
In particular, for any nonnegative , we have
[TABLE]
Proof.
We first prove that, for any measurable function , we have
[TABLE]
To see this, for any , we denote and . Since for all , we have
[TABLE]
Having in mind that , by Tonelli’s theorem we obtain
[TABLE]
which proves (7.4). In particular, if , we know from (7.4) that for almost every . Then, for those values of , by Lemma 3.4 and Lemma 3.3 (see also [24, Proposition 3.4 and Remark 3.5]) we infer that , and
[TABLE]
By Lemma 4.3 we know that
[TABLE]
This completes the proof of (7.3). To prove the last statement, we have to keep in mind Definition 4.4 and the fact that is bounded for all if is nonnegative. Then, from Corollary 3.5 we know that , and we conclude that
[TABLE]
∎
In [24, Proposition 3.3] we proved the boundedness of the map . This says that . On the other hand, thanks to Proposition 2.13 and [23, Theorem 7.5], we know that, under the assumption (1.13), we have . If we combine these facts, we obtain
[TABLE]
The final objective of this section is to show that, in (7.5), we can replace with the strong space . We will need the following real analysis lemma, whose proof is left to the reader.
Lemma 7.5**.**
Let be a non-increasing function. Then, for any we have
[TABLE]
We are ready to prove the main result of this section.
Proof of Theorem 1.3.
Let . For , we consider , and we define . Since is non-increasing and , Lemma 7.5 gives
[TABLE]
We can now apply Theorem 1.1, which implies
[TABLE]
At this point we observe that (7.3) gives
[TABLE]
Combining the latter three inequalities, we obtain the desired conclusion (1.19).
∎
Analogously to the two different isoperimetric inequalities established with Theorem 1.1 and 1.2, we have a substitute result for Theorem 1.3 in case .
Theorem 7.6**.**
Let and . Suppose that (1.9) be valid, and that there exists such that (1.17) hold. Then we have
[TABLE]
Precisely, for every one has
[TABLE]
where is the constant appearing in Theorem 1.2.
Proof.
Set and . Under our assumptions we know that . We also recall that, when we write , we mean the Banach space of functions which can be written as with and , endowed with the norm
[TABLE]
Fix , and assume for simplicity . For , we consider . Denote
[TABLE]
If for all , we agree to let . We note that since . We denote
[TABLE]
We make use of the notation for . The following holds:
[TABLE]
From Lemma 7.5 we obtain
[TABLE]
We now notice that for all . In fact, Beppo Levi’s monotone convergence theorem ensures that . Hence, we have
[TABLE]
On the other hand, from Lemma 7.5 we also have
[TABLE]
Since in the interval we know that , we deduce
[TABLE]
Combining (7) and (7.7) we infer
[TABLE]
We can now exploit the isoperimetric inequality in Theorem 1.2 and the coarea formula in Proposition 7.4 to conclude that
[TABLE]
∎
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