A Convergence Result for Dirichlet Semigroups on Tubular Neighbourhoods and the Marginals of Conditional Brownian Motion
Vera Nobis, Olaf Wittich

TL;DR
This paper studies the limiting behavior of Brownian motion conditioned to stay within shrinking tubular neighborhoods around a submanifold, showing convergence of associated semigroups and the process itself to a limit supported on the submanifold.
Contribution
It introduces a second order generator with Dirichlet boundary conditions and proves the convergence of the semigroups and conditioned Brownian motions as the tube diameter approaches zero.
Findings
Semigroups converge in $L^2$ and Sobolev spaces
Conditional Brownian motion converges in finite-dimensional distributions
Limit process supported on the submanifold
Abstract
We investigate yet another approach to understand the limit behaviour of Brownian motion conditioned to stay within a tubular neighbourhood around a closed and connected submanifold of a Riemannian manifold. In this context, we identify a second order generator subject to Dirichlet conditions on the boundary of the tube and study its associated semigroups. After a suitable rescaling and renormalization procedure, we obtain convergence of these semigroups, both in and in Sobolev spaces of arbitrarily large index, to a limit semigroup, as the tube diameter tends to zero. As a byproduct, we conclude that the conditional Brownian motion converges in finite dimensional distributions to a limit process supported by the path space of the submanifold.
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TopicsGeometric Analysis and Curvature Flows · Stochastic processes and financial applications · Stochastic processes and statistical mechanics
A Convergence Result for Dirichlet Semigroups on Tubular Neighbourhoods and the Marginals of Conditional Brownian Motion
Vera Nobis
Lehrstuhl A für Mathematik
Olaf Wittich
Lehrstuhl I für Mathematik
RWTH Aachen University
Abstract
We investigate yet another approach to understand the limit behaviour of Brownian motion conditioned to stay within a tubular neighbourhood around a closed and connected submanifold of a Riemannian manifold. In this context, we identify a second order generator subject to Dirichlet conditions on the boundary of the tube and study its associated semigroups. After a suitable rescaling and renormalization procedure, we obtain convergence of these semigroups, both in and in Sobolev spaces of arbitrarily large index, to a limit semigroup, as the tube diameter tends to zero. As a byproduct, we conclude that the conditional Brownian motion converges in finite dimensional distributions to a limit process supported by the path space of the submanifold.
Keywords Brownian motion, submanifold, conditional process
MSC2010 60B10 (47D07, 60J65, 28C20)
1 Introduction
We consider Brownian motion on a complete Riemannian manifold conditioned not to leave a tube of small radius around a closed and connected submanifold . We ask the question, whether a sequence of path measures obtained in this way, converges weakly to a measure supported by the path space of the submanifold as tends to zero. This question was answered to the affirmative for embeddings into Euclidean space in [10] using methods from stochastic differential equations. For embeddings into general Riemannian manifolds, we follow a different approach via a perturbational ansatz. Starting from the connection between conditioned and absorbed process explained in 1.2 below, we identify a second order generator subject to Dirichlet boundary conditions. The associated semigroups are transformed to a fixed tube and suitably renormalized. They correspond to the one-dimensional marginals of conditional Brownian motion transformed by a multiplicative functional. The convergence result Theorem 1 for the semigroups implies convergence of the associated processes in finite dimensional distributions. In a subsequent paper [13], we will prove that this sequence of measures is actually tight, which even implies weak convergence of the path measures.
The paper is organized as follows: First we introduce the main result Theorem 1 below, and explain why it implies convergence of the associated processes in finite - dimensional distributions. In Section 2, we give a precise description of the perturbation problem under consideration and of the Sasaki metric on the tube. Assuming some knowledge about the terms in the perturbation expansion from Proposition 1, we prove epi-convergence of the quadratic forms associated to the generators and conclude convergence of the semigroups in an -sense. In Section 3, we investigate the geometry of small tubes around submanifolds. In particular, we compare the induced metric with the Sasaki metric on the tube and prove Proposition 1. Since is a zero set, -convergence of the semigroups is not sufficient to prove convergence of the conditional process. Therefore, in the final section, we establish some a priori estimates for analytic vectors in the domain of the generators and use them to finally show that the semigroups actually converge smoothly in the sense of Theorem 1 below.
Please note that, if not indicated otherwise, denotes the norm on and the norm on the Sobolev space .
1.1 A family of semigroups and its convergence
a. Let be a closed Riemannian submanifold of the Riemannian manifold . We assume, without loss of generality, that the exponential map maps a neighbourhood of the zero section in the normal bundle diffeomorphically onto the -tube for some . On , we study two different metrics, the metric induced by the embedding into and the Sasaki metric . Since with either metric is assumed to be diffeomorphic to the unit disc bundle , of the normal bundle, we will denote both spaces by without further mentioning. Moreover, we will not distinguish between the respective metrics on and its pullbacks to the disc bundle. Let denote the Hodge operator associated to , and the Radon - Nikodym density of the volume forms and of the respective metrics. The Laplace-Beltrami operator on is denoted by , the tube projection by and, for , the rescaling map is given by .
b. Let now and consider the smooth potential
[TABLE]
By , we denote the Hamiltonian on with Dirichlet boundary conditions on , i.e. the operator associated to the quadratic form
[TABLE]
by Friedrichs’ construction.
c. Let now be the map given by
[TABLE]
By partial integration, it turns out that
[TABLE]
where with domain is self-adjoint and non-negative on .
Because the parameter is closely related to the tube radius, the perturbation problem for is not to be expected to yield a sensible limit as tends to zero. However, if is the smallest eigenvalue for the Dirichlet problem on the -dimensional Euclidean unit ball , the semigroups generated by will converge strongly to a semigroup on a certain subspace (cf. 2.1.b). Denoting the orthogonal projection onto the subspace by the same symbol, the main result of this paper reads as follows:
Theorem 1
Let be a strongly continuous family of functions and denote by the Laplace-Beltrami operator on . Then, for all , we have
[TABLE]
uniformly on each compact sub-interval in the Sobolev space .
Remark. (a) From Proposition 1 (1) below, we obtain for an arbitrary
[TABLE]
where is the scalar product with respect to the Riemannian volume on the fibre induced by the Sasaki metric and is an explicitly given function. (For the precise definition of see Section 3.3.) The precise meaning of the right hand side in (4) is therefore given by
[TABLE]
where is given by . (b) Theorem 1 will still hold if is only strongly continuous at .
1.2 A corresponding conditional process and its convergence
Theorem 1 is related to the fact that Brownian motion on conditioned to smaller and smaller tubes around , converges to a process with a path measure which is equivalent to the Wiener measure on . For embeddings into Euclidean space this was shown in [11]. In this section, we are going to discuss this connection.
a. Let be the path space and
[TABLE]
Denoting by the Wiener measure on , we fix some finite and consider the measure
[TABLE]
on the path space of . Here, is smooth, , and . Now we consider the probability measures , , which are obtained by restricting to the set followed by normalization to total mass one. To be precise,
[TABLE]
supported by the path space of . The processes with distribution are denoted by . For , we define the transition kernel of by the conditional probability
[TABLE]
b. By the Markov property of Wiener measure and the properties of conditional expectation that implies
[TABLE]
The crucial observation which establishes the connection between the conditional process and the Dirichlet operator considered above is now that
[TABLE]
where is the first exit time from and hence,
[TABLE]
where .
c. By the Feynman-Kac formula, integration with respect to the transition kernel can be represented probabilistically by
[TABLE]
and in terms of generators and semigroups, we have
[TABLE]
Hence, we obtain from (6) for the conditional process starting at in that
[TABLE]
d. In this subsection, we are going to explain how we can use Theorem 1 together with the statements (3) and (7), to conclude that the processes converge to Brownian motion on in finite dimensional distributions. For Markov processes, the following statement about convergence of the one-dimensional marginals implies convergence in finite dimensional distributions.
Corollary 1
Let be Brownian motion on . Let be a fixed common starting point. Then, for all and , we have
[TABLE]
i.e. the associated flows converge as tends to zero.
Proof From (7), using the rescaling map from 1.c together with , , we obtain
[TABLE]
Now, uniformly on as tends to zero, since is smooth and . On the other hand . This fact combined with Theorem 1 yields
[TABLE]
is strongly continuous, and therefore, again by Theorem 1, the right hand side above converges to
[TABLE]
By (5) and by , that finally implies
[TABLE]
Convergence of the marginals is the first part of proving weak convergence of the path measures. The second part is tightness of the measure family. Tightness of the measure family will be discussed in a subsequent paper.
2 The Perturbation Problem
First of all, we give a precise description of the Sasaki metric and an alternative description of the quadratic form associated to the operator .
The Sasaki metric (cf. [7]) on the normal bundle is given by where denotes the connection map of the induced connection on the normal bundle and , the scalar product on and , respectively. For the cotangent bundle that implies for
[TABLE]
where denotes the canonical isomorphism, its dual and is the dual of the horizontal lift for vector fields.
With these notations, the operator is given by
[TABLE]
with an associated bilinear form
[TABLE]
On , the quadratic form
[TABLE]
with domain for all is closed, non-negative and densely defined. By Friedrichs’ construction, there is a self-adjoint and non-negative operator on with domain such that
[TABLE]
By and Stokes’ theorem, the differential expression for is given by
[TABLE]
where denotes the Hodge operator associated to . If the metric equals the Sasaki metric (meaning in particular ), the associated forms and operators will be denoted by , , and , respectively.
In the sequel, the quadratic form associated to the induced metric will be considered as a perturbation of the one associated to the Sasaki metric.
2.1 Sasaki Metric and Canonical Variation
a. The quadratic form is nothing but the quadratic form of the Laplace - Beltrami operator associated to the canonical variation (cf. [2], (5.1), p. 191) of the Sasaki metric. By
[TABLE]
we obtain
[TABLE]
and the form can be written as a sum of two densely defined, closed quadratic forms on .
Definition 1
(i)* The vertical form is given by*
[TABLE]
with domain
[TABLE]
where denotes the Riemannian volume measure of the submanifold and the fibres are equipped with the metric induced by the Sasaki metric. (ii) The horizontal form is given by
[TABLE]
with domain
[TABLE]
where denotes the Lebesgue measure on and the tube boundary is again equipped with the metric induced by the Sasaki metric and the induced Riemannian measure . For , the domain is given by
[TABLE]
where denotes the space of smooth vector fields on with values in the restriction of the horizontal subbundle .
By we have indeed . The self - adjoint differential operators associated to the respective quadratic forms by Friedrichs’ construction are called vertical and horizontal Laplacian (cf. [2], (1.2), p. 183). We denote the vertical operator by and the horizontal operator by . Details of this construction are provided in Section 3.2.
b. If the total space is equipped with the Sasaki metric, the projection will be a Riemannian submersion with totally geodesic fibres. Therefore, the fibres are isometric ([5], 4.1). The prototype is the flat unit disc . Hence, all Dirichlet Laplacians
[TABLE]
on the fibres are unitarily equivalent with eigenvalues and corresponding eigenprojections . Therefore, applying Friedrichs’ construction fibrewise, the vertical operator is given by a constant fibre direct integral ([9], p. 283)
[TABLE]
with domain
[TABLE]
Hence, by [9], Theorem XIII.85, is self - adjoint with a spectrum consisting precisely of the same eigenvalues with corresponding eigenprojections
[TABLE]
In the sequel, we denote projections and corresponding eigenspaces by the same symbol.
c. The operator associated to is the Dirichlet Laplacian on with the Sasaki metric . is therefore the operator of a regular elliptic boundary value problem. By the compactness of ([12], 5.1, p. 303 ff.), the spectrum is discrete and consists only of eigenvalues of finite multiplicity. Furthermore, all eigenfunctions are continuous, smooth in the interior of the tube and vanish on the boundary. By [2], (1.5), the operators , , and commute pairwise, meaning that in particular
[TABLE]
for all . Thus, diagonalizing the operators and simultaneously on the finite dimensional eigenspaces of , we obtain a common orthonormal base , , of of smooth eigenfunctions with
[TABLE]
where is the unique number such that . Therefore, the operators commute as self - adjoint operators on . By the decomposition of above, we obtain and the spectral decomposition
[TABLE]
In particular, all Laplacians associated to the canonical variation share the same eigenfunctions.
d. The operators , , and are non-negative and self-adjoint. Therefore, they generate strongly continuous semigroups of contractions. By (c.) above, these semigroups commute pairwise. A suitably renormalized version of the semigroup generated by converges strongly as tends to zero.
Lemma 1
As tends to zero, we have
[TABLE]
for all .
Proof. The semigroups generated by and commute, hence by the spectral theorem
[TABLE]
By contractivity of the semigroup, we have
[TABLE]
and this tends to zero as tends to zero.
Remark. The action of the semigroup generated by on will be described more explicitly in Section 3.
Definition 2
In the sequel, the objects
[TABLE]
are called renormalized operator, and renormalized form, respectively.
The following inequality will be very helpful to understand the perturbation and follows from the spectral properties considered above.
Lemma 2
(i) There are constants such that
[TABLE]
for all . (ii) There is a constant such that
[TABLE]
for all and all . (iii) For all and all , we have
[TABLE]
Proof. (i) The first inequality follows from closedness of and the second one for instance from [12], Prop. 5.2, p. 292. (ii) By the assumption on , for all . Hence,
[TABLE]
By and , we obtain the statement by
[TABLE]
(iii) By the spectral decomposition and the assumption on (in particular ), we have, using again for all ,
[TABLE]
2.2 Perturbation and Relative Boundedness
The following proposition summarizes all analytic facts that are needed for the analysis of the perturbation and that are consequences of the geometry of the tube and of the Dirichlet Laplacian. The proposition will be proved in Section 3.
Proposition 1
1. The eigenspace of the vertical operator consists of functions of the form , where is a basic function and is constructed from the normalized eigenfunction to the lowest eigenvalue of the Dirichlet Laplacian on the flat unit ball by . This is well defined since is invariant with respect to orthogonal transformations. 2. With the notations above, we have
[TABLE]
for all . 3. For , the quadratic form
[TABLE]
with domain equals the sum
[TABLE]
of two quadratic forms with the following properties:
- (i)
There is a constant , not depending on , such that
[TABLE]
for all .
- (ii)
There is some uniform constant such that
[TABLE]
for all .
- (iii)
The form annihilates the eigenspace of belonging to the smallest eigenvalue . Furthermore, if denotes the projection onto the orthogonal complement of this eigenspace, we have .
As a consequence, the perturbation satisfies a Kato-type inequality with respect to .
Corollary 2
There is a constant such that
[TABLE]
for all , .
Proof. By Proposition 1, 3(ii) and Lemma 2 (ii), we have
[TABLE]
By Proposition 1, 3(iii), we obtain
[TABLE]
By 2.1.c,
[TABLE]
and , we obtain
[TABLE]
and hence
[TABLE]
By Proposition 1 (3i),
[TABLE]
Letting yields the statement.
2.3 Equi-Coercivity and Convergence of the Minimizers
Let , and be the family given by
[TABLE]
where . Recall that and denote the norm and the scalar product on . The Kato-type inequality Corollary 2 implies the following fundamental result for the perturbation family:
Proposition 2
Let denote the eigenvalue from 2.1.b. For all , we have with the constant from Lemma 2 (i)
[TABLE]
for all .
Proof. By Corollary 2 and the assumptions on
[TABLE]
By Lemma 2 (i) and (iii), we have
[TABLE]
That implies
[TABLE]
hence for
[TABLE]
for .
From now on, we will always denote the parameter bound by
[TABLE]
We now draw some conclusions concerning the family (18).
a. As a first consequence, the functions are lower semi-continuous with respect to the weak topology on the boundary Sobolev space .
Corollary 3
Let , . Then, the functions are continuous in the strong, and lower semi - continuous in the weak topology on the boundary Sobolev space for all .
Proof. (i) Continuity in the strong topology follows from closedness of . (ii) By Proposition 2, for all , i.e. the quadratic form is non-negative. That implies for
[TABLE]
For weakly, we have . That implies and therefore, . By , we obtain .
b. The second consequence of the estimate is the following uniform statement about the location of the spectrum.
Corollary 4
The operator
[TABLE]
is non-negative uniformly for all . In particular, the operator is self-adjoint with for all .
The functions are strictly convex and differentiable with differential . The minimizer is therefore unique and satisfies
[TABLE]
for all . This is equivalent to the statement that is a weak solution of
[TABLE]
However, by Corollary 4, there is indeed a strong solution given by the resolvent
[TABLE]
Corollary 5
Let and be fixed. Then, the set
[TABLE]
is norm bounded for all .
Proof. By Proposition 2
[TABLE]
uniformly for all . Hence, implies and is indeed norm - bounded.
Equi-coercivity implies that every sequence of minimizers contains a convergent subsequence in the following sense.
Corollary 6
Let such that and . Denote by
[TABLE]
the sequence of the (unique) minimizers of the functionals . Then, contains a subsequence which converges strongly in and weakly in .
Proof. Let . Then for , we have by Proposition 1, (1) and (3 iii)
[TABLE]
independent of . Hence, for all , we have and the sequence is therefore contained in a subset which is norm-bounded in . Hence, the subset is weakly compact in and compact in .
2.4 Epi-Convergence and Convergence of Semigroups in
By Corollary 6 above, every sequence contains a convergent subsequence. Now we are going to identify the limit, which will also prove that the sequence , , of resolvent operators converges strongly in the space of bounded operators on the Hilbert space . Recall from Proposition 1 that we may decompose a given by , where the function on is almost surely given by , where denotes the scalar product on the fibre with the metric induced by the Sasaki metric, and only depends on the radial distance to the submanifold.
Proposition 3
For , the functions epi-converge, as tends to zero, to
[TABLE]
with respect to the weak topology on .
Proof. For , the function is a non - negative bounded quadratic form and therefore weakly lower semi - continuous on the boundary Sobolev space . We prove the assertion in three steps:
a. Let be a decreasing sequence which converges to zero. The functions
[TABLE]
form an increasing family of non - negative quadratic forms. Thus, the are lower semi - continuous in the weak topology, and, by [4], Proposition 5.4, p. 47, epi - converge to
[TABLE]
b. For the Sasaki metric, we have
[TABLE]
By , the right hand side is a bounded and non-negative quadratic form on and therefore weakly lower semi-continuous. By the monotonicity in part a. that implies that epi - converges to
[TABLE]
in the weak topology (cf. [4], Example 6.24 (b), p. 64). c. For a general metric, we have by Proposition 1
[TABLE]
with the Kato type estimate for from Corollary 2. Let be fixed. By b., we have
[TABLE]
By Proposition 1, (3), we have
[TABLE]
and . Thus
[TABLE]
On the other hand, we have by Corollary 2 for all
[TABLE]
Let now be a weakly convergent sequence in with weak limit . Since weakly convergent sequences are norm-bounded, we have
[TABLE]
Hence,
[TABLE]
and therefore,
[TABLE]
(19) and (20) imply that the functionals associated to the induced metric epi-converge to the same limit functional as the functionals associated to the Sasaki-metric (cf. [4], Prop. 8.1, p. 87). By rewriting the limit using Proposition 1 (1),(2), we obtain the statement.
Under epi-convergence of functionals, every convergent sequence of minimizers converges to a minimizer of the limit. That implies:
Corollary 7
Let such that and . Denote by
[TABLE]
the sequence of the (unique) minimizers of the functionals . Then,
[TABLE]
strongly in and weakly in .
Proof. By Corollary 6, every subsequence of contains a convergent subsequence. By Proposition 3 above, the epi-limit of the functionals is given by . By [4], Corollary 7.20, p. 81, every convergent sequence of minimzers will converge to a minimizer of the limit functional weakly in and therefore also strongly in . However, the minimizer of is unique and given by . That implies the statement.
Finally, strong convergence of the resolvents and uniform sectoriality of the corresponding operators imply convergence of the associated semigroups, even if the limit is just a pseudo-resolvent.
Proposition 4
Let . Then
[TABLE]
in .
Proof. Let . Then, by Corollary 4, uniformly for all . Thus, integration along a suitable contour (for instance, the negatively oriented boundary of a sector ) yields for
[TABLE]
and
[TABLE]
Hence, the convergence result for the resolvents implies by dominated convergence
[TABLE]
Multiplication by yields the statement.
3 The Tube Geometry and a Proof of Proposition 1
In this subsection, we investigate the local geometry of the tubes and its consequence for the behaviour of the asymptotic Dirichlet problem. In particular, we derive an asymptotic formula for the quadratic form (10). As a first result, we express the metric in terms of the Sasaki metric.
3.1 Jacobi fields and the metric on the cotangent bundle
First of all, we have to fix some notation.
Definition 3
Let with . (i) By we denote the lift
[TABLE]
where denotes the horizontal and the vertical lift of the respective vectors. (ii) By , we denote , i.e. , where is the geodesic in with , . (iii) By we denote parallel translation along .
Note that depends only on the geometry of the normal bundle, i.e. the induced connection on , whereas and depend on the geometry of the ambient space. We formulate the essence of what we need from the theory of Jacobi fields in the following way:
Proposition 5
(i)* There is an endomorphism such that*
[TABLE]
(ii)* For , we have*
[TABLE]
where is the Weingarten map of the embedding and is the curvature tensor of at . (iii) For , we have
[TABLE]
Proof. This is a standard Jacobi field argument, cf. [3], p. 132 ff., for a somewhat different formulation.
Remark. In particular, if is equipped with the Sasaki metric, we have , and therefore, .
Lemma 3
Let and denote the pullback of the metric on via . Let denote the Sasaki metric on and the map from Proposition 5, (i). Then, we have for all
[TABLE]
where is given by .
Proof. By definition, is an isometry. Hence, by the remark above
[TABLE]
Remark. By , and the definition of the Sasaki metric, we have
To describe the effect of the rescaling on the dual metric, we first decompose the cotangent bundle similarly to the tangent bundle. Therefore, we note that the dual maps and are given by and , where denotes the dual of the horizontal lift. That implies that can be uniquely written as , with , .
Consider the orthogonal decomposition with orthogonal projections . Thus, Proposition 5 reads
[TABLE]
with . That implies
Lemma 4
* is given by*
[TABLE]
Proof. By
[TABLE]
we have with
[TABLE]
The Weingarten map is an endomorphism of the tangent space . Hence, , and we have
[TABLE]
That implies the statement.
Lemma 5
Let and . Then,
[TABLE]
Proof. By , we have
[TABLE]
and by together with , we obtain
[TABLE]
Now we come to the first statement, a representation of the induced metric in a small tubular neighbourhood around the submanifold.
Proposition 6
Let . The induced rescaled metric on the cotangent bundle is asymptotically given by
[TABLE]
Here, denotes a bilinear form with smooth coefficients that are uniformly bounded in .
Proof. Let and . By Lemma 4 and Lemma 5
[TABLE]
By Lemma 4, we obtain
[TABLE]
That implies by and by the symmetries of the curvature tensor
[TABLE]
Finally, by Lemma 5 and by the definition of the Sasaki metric
[TABLE]
That means, the leading term in the expansion of the canonical variation of the induced metric is given by the canonical variation of the Sasaki metric. Furthermore, there is only one additional term of relevant order given by a curvature form on the fibres.
3.2 Forms and operators
First of all, we note that
[TABLE]
and that an analogous formula holds for the Sasaki metric. In particular, with Proposition 6 that implies
[TABLE]
Hence, we obtain:
Lemma 6
For , we have , with
[TABLE]
Let and be an orthonormal base of . We consider vector fields given by
[TABLE]
for .
Lemma 7
For all sections and with horizontal lift , we have
[TABLE]
Proof. Since and are vertical vector fields, we have
[TABLE]
The latter equations follow from since is horizontal.
Let now and the boundary of the -tube around with Riemannian volume measure induced by the Sasaki-metric on . Recall that denotes the tube projection. For , we denote the -sphere in by with induced Riemannian volume . The following statement is a direct consequence of Lemma 7.
Lemma 8
(i)* For all , , the restriction of the vector fields to are vector fields on , i.e. . (ii) For all , we have and for all and , we have . In particular, the restriction of the horizontal bundle to is a subbundle of for all .*
From this statement, we may conclude that the quadratic forms and are decomposable, each one with respect to one of the following three foliations of the tube : (i) , (ii) , and finally (iii) . Please note that is a zero set, such that we can essentially ignore this part for the discussion of the quadratic forms.
Remark. The metric on induced by the Sasaki metric is the flat Euclidean metric. The vector fields generate orthogonal transformations and are therefore Killing vector fields on and on the spheres , for all .
Proposition 7
Denote by , and the Riemannian volume measures induced by the Sasaki metric on , and , respectively. Consider the forms
- ,
- ,
- ,
where . Then, the quadratic forms , and are decomposable in the sense that
- (i)
, 2. (ii)
, 3. (iii)
.
Proof. Let and an orthonormal base of and an orthonormal base of . As a convention, we denote indices less or equal to by latin, and larger indices by greek letters.
(i) By
[TABLE]
and Lemma 8, (ii), we have and therefore, for all . (ii) By
[TABLE]
and Lemma 8, (ii), we have and for all . (iii) By (Einstein summation convention), we obtain by the symmetries of the curvature tensor
[TABLE]
with vector fields , as in (24). By Lemma 8, (i), we have , and therefore, for all , .
Remark. (1) The fibre with the metric induced from is isometric to the flat unit ball. Hence, with domain is the quadratic form of the Dirichlet Laplacian on the flat unit ball. That implies the direct integral decomposition of the vertical operator in (1.1.b). (2) For , the quadratic form with domain from Definition 1 (ii) is non-negative and closed. By Friedrichs’ construction, there is exactly one self-adjoint operator associated to it. The differential expression for is given by , where denotes the Hodge operator associated to the induced metric on . Therefore, , where the operators are self-adjoint and semi-elliptic.
Finally, we collect some facts about the operators associated to the respective quadratic forms which we introduced so far. We will need them in the course of the argument.
Proposition 8
The renormalized operator can be written as
[TABLE]
where is a second order differential expression with smooth coefficients, which are bounded together with all their derivatives uniformly in , and
[TABLE]
where , is an arbitrary orthonormal base of and is a vector field as in (24).
Proof. By partial integration, we obtain, for , in local coordinates
[TABLE]
by Proposition 7 which establishes the statement for . The statement for follows again by partial integration from the corresponding statement for from Proposition 6 together with Lemma 6. Hence,
[TABLE]
for , and that implies the statement.
Corollary 8
(i)* , (ii) .*
Proof. (i) By Lemma 8, (i), we have
[TABLE]
since
[TABLE]
is the Laplacian on every fibre and the , , are Killing vector fields on the fibres with respect to the Sasaki metric. (ii) Let . By Proposition 1, and again by Lemma 8,
[TABLE]
since is invariant under orthogonal transformations of the fibre and the vector fields generate orthogonal transformations.
3.3 The Proof of Proposition 1
Now we are going to prove the different statements of Proposition 1.
(1) By 2.1.b, is the constant fibre direct integral
[TABLE]
where denotes the (projection onto) the eigenspace corresponding to the lowest eigenvalue of the Dirichlet Laplacian on the flat unit ball . is therefore one-dimensional and generated by a normed eigenfunction , which is invariant under rotations. Thus, . Therefore, it makes sense to define a function by where we can choose such that is non-negative and normalized with respect to the Hilbert space norm. Thus, a function is determined by a function with
[TABLE]
where denotes the measure on which is induced by the volume associated to the Sasaki metric, i.e.
[TABLE]
for all integrable , and denotes the Riemannian volume on . Thus, is basic and .
(2) Let . Then, by Definition 1, part (1) above and , we have
[TABLE]
(3) By Lemma 6, we have
i. Since is a bilinear form with smooth and uniformly bounded coefficients, there is a constant such that
[TABLE]
uniformly for all , . That implies by Lemma 2, (i)
[TABLE]
ii. The restriction of the curvature tensor of to the submanifold is a smooth section of the bundle over . Therefore, the norm of is uniformly bounded by some constant , i.e. for . That implies by Cauchy-Schwarz
[TABLE]
for . Thus,
[TABLE]
iii. By Proposition 7, (iii), the statement is proved, whenever it is shown for every single fibre. Let thus and , be an orthonormal base of . Then
[TABLE]
with vector fields as in (24). The vector field corresponds to the Lie derivative of a one-parameter family of rotations of the plane . The metric on induced by the Sasaki metric is the flat metric. Thus, the vector fields are Killing vector fields of the fibre . That implies that we have for all , i.e. the finite-dimensional eigenspaces are invariant under application of the vector fields. Let now and
[TABLE]
the orthogonal expansion with smooth . Hence
[TABLE]
By (1), , where and is invariant with respect to rotations. Hence for all . Thus, and therefore,
[TABLE]
4 Regularity
For fixed , we consider the set of smooth vectors of (cf. [8], X.6, p. 200 ff.) denoted by
[TABLE]
where . The sets and coincide.
Remark. Let . By [6], Proposition 2.1.1 (i), we have
[TABLE]
for all .
We are now going to consider different norms on the set of smooth vectors to finally prove that the semigroups generated by actually converge smoothly in the sense of Theorem 1.
4.1 Boundary conditions
By examining the boundary conditions and by considering smooth vectors as solutions of another boundary problem for which we have elliptic a priori estimates, we are going to construct a family of norms which are equivalent to -Hilbert Sobolev norms on the set of smooth vectors. Let be the Laplacian on associated to the Sasaki metric and the -Sobolev norm on .
Lemma 9
Let . For all , there are differential operators , , defined in a neighbourhood of , such that
- (i)
, 2. (ii)
all coefficients are smooth and bounded together with their derivatives uniformly in , 3. (iii)
we have .
Proof. a. The case is provided by
[TABLE]
because since the restrictions of these operators to yield proper differential operators on where is constant (and equal to zero). By Proposition 8, the operator satisfies (i), (ii). b. Assume now that the induction hypothesis is valid for . Then, keeping in mind that commutes with and on smooth functions,
[TABLE]
where is a differential operator of order less or equal to with uniformly bounded smooth coefficients. From the induction hypothesis together with Corollary 8, all remaining terms can be summarized to an operator satisfying conditions (i), (ii), by
[TABLE]
That implies the statement.
From this result, we immediately conclude the corresponding result for .
Corollary 9
Let . For all , there are differential expressions , , defined in a neighbourhood of such that
- (i)
, 2. (ii)
all coefficients are smooth and bounded with all their derivatives uniformly in , 3. (iii)
we have .
Proof. We have, again by 2.1.c and Lemma 9 that
[TABLE]
Since implies , we obtain
[TABLE]
and by Lemma 9, the operator is indeed defined in a neighbourhood of .
Therefore, we may consider functions as solutions of the boundary problem
[TABLE]
Here, . This boundary problem satisfies the Shapiro - Lopatinskij conditions (cf. [1], Sect. 1.3, p. 8 ff) and is therefore regular elliptic. Hence, we obtain the following elliptic a priori estimate (cf. [1], Thm. 2.2.1, p. 16) as a first alternative representation of the -Sobolev norm on the space of smooth vectors.
Proposition 9
For every there is some and such that for all , we have
[TABLE]
for all .
Proof. The elliptic a priori estimate ([1], Thm. 2.2.1, p. 16), applied to (32) above, reads
[TABLE]
since, by construction, the operators from Lemma 9 are globally defined differential expressions on . For small enough, we may absorb the last term on the right hand side into the left hand side and obtain the statement after redefining the constant.
4.2 A scale of norms on smooth vectors
We are going to establish a family of norms which are equivalent to -Hilbert Sobolev norms on the set of smooth vectors. Let be the Laplacian on associated to the Sasaki metric and the -Sobolev norm on .
4.2.1 Uniform regularity: The case .
We first treat the case and prove a Kato-type inequality for the solution of the boundary value problem which yields an estimate of the -Sobolev norm of a function .
Proposition 10
Let . Then, there is an and a constant such that
[TABLE]
uniformly for all .
Proof. By the spectral theorem, we have
[TABLE]
and, letting , we obtain for all . Thus, using the shorthand and the fact that by (see 2.1.c), the last summand
[TABLE]
is non - negative, we obtain
[TABLE]
Since all three summands are non - negative, this particularly implies
[TABLE]
Now, by Propositon 7, the quadratic form and and therefore also the associated operator is decomposable with respect to the direct integral decomposition of by the Hilbert spaces on the fibres. By Corollary 8, (ii), we have . Since is a second order differential operator with bounded coefficients that implies
[TABLE]
By Proposition 8, . First of all, we have by (35) and ,
[TABLE]
On the other hand, the remainder is of second order and satisfies . Hence, for some , we have
[TABLE]
By , inequality (34) together with implies
[TABLE]
and therefore,
[TABLE]
Thus, we have
[TABLE]
By Proposition 9, we have
[TABLE]
and hence,
[TABLE]
Now we choose small enough to obtain and, at the same time, large enough to obtain . Thus, again by Proposition 9,
[TABLE]
and we finally obtain the statement by letting .
4.2.2 Uniform regularity: The estimate for .
We will now derive another alternative representation of the -Sobolev norm of an element . We are going to use the following consequence of the Calderon-Lions interpolation theorem ([8], Theorem IX.20, p. 37), which we state without proof.
Proposition 11
Let be an integer. Then, for every there are constants such that
[TABLE]
Now we come to the result just announced. The assertion is proved by induction.
Proposition 12
Let . Then, for all there are numbers , , such that
[TABLE]
uniformly for .
Proof. The case was already treated in Proposition 10 and will be used in the course of the argument. By Proposition 9, we have
[TABLE]
since is continuous. Recall that the operators above are actually defined on an open neighbourhood of . Hence,
[TABLE]
and since by construction , we may use Proposition 10 and obtain with
[TABLE]
with constants . Since is a smooth differential expression with all coefficients bounded uniformly in together with their derivatives, we have
[TABLE]
By Proposition 11, taking small enough, we may now absorb the term with Sobolev index into the left hand side. Furthermore, by taking small enough, we may absorb the term with Sobolev index as well. Thus, after changing the constants accordingly, we obtain an with
[TABLE]
Now, and hence
[TABLE]
and is a differential expression of order at most with coefficients that are uniformly bounded together with all their derivatives independent of . Thus
[TABLE]
and absorbing again the term involving the -Sobolev norm into the left hand side by interpolation using Proposition 11, we obtain the statement, since is continuous.
From this result, we derive the last estimate of the Sobolev norm in terms of the operator . Note that the estimate holds uniformly for a family but that we omit the argument in the statement of the estimate.
Corollary 10
Let and . Then, for all , there are numbers and , such that
[TABLE]
uniformly for .
Proof. By Corollary 4, uniformly for . That implies for the eigenvalues of the operators and therefore,
[TABLE]
for all , and . By the spectral theorem that implies
[TABLE]
for all , and . We now proceed by induction: a. The case is provided by Proposition 10 and
[TABLE]
hence . b. Assume now
[TABLE]
for . By Proposition 12 uniformly for . Note now that also implies and therefore
[TABLE]
By the spectral theorem
[TABLE]
where for , and denote eigenvalues and eigenfunctions of , respectively. Hence, by Proposition 12
[TABLE]
with . That implies the statement.
4.3 Convergence of the semigroups.
Now we can finally use the representation (36) of the -Sobolev norm to apply the spectral theorem. Let now be a strongly continuous family. Let furthermore as in Corollary 10. For , we consider now
[TABLE]
and for , we denote by the set
[TABLE]
Proposition 13
(i)* . (ii) For all , the subset is uniformly bounded. (iii) is equi - continuous as a subset of*
[TABLE]
i.e. for all there is some such that implies uniformly in .
Proof. (i) This is a basic property of analytic semigroups, cf. [6], Proposition 2.1.1 (i), p. 35. (ii) By the spectral theorem, we have
[TABLE]
where for , and denote again the eigenvalues and eigenfunctions of . Note that by Corollary 4, for all and all . Therefore, by for , we obtain since is uniformly bounded by the continuity assumption
[TABLE]
Boundedness now follows from inequality (36). (iii) By
[TABLE]
for all and , we obtain with the same estimate as above
[TABLE]
By (36), that implies equi - continuity.
4.4 Proof of Theorem 1
a. Let . By Proposition 13, (ii), the set
[TABLE]
is uniformly bounded for all fixed. By the Sobolev embedding theorem, it is therefore relatively compact as a subset of . By Proposition 13, (iii), the set is equi - continuous for all . Hence, for each compact interval , the subset
[TABLE]
is relatively compact in by the Arzela - Ascoli theorem.
b. Let now with be a sequence tending to zero as tends to infinity and let be an arbitrary sequence. By a., it contains a subsequence that converges to some limit
[TABLE]
By
[TABLE]
and the -result from Proposition 4 that implies
[TABLE]
Hence, every subsequence contains a convergent subsequence with the same limit. That implies
[TABLE]
in . Multiplication by yields the statement.
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