
TL;DR
This paper introduces a novel fibre-wise homogenisation method for analyzing the asymptotic behaviour of resolvents in parameter-dependent PDE systems with rapidly oscillating coefficients, providing sharper error estimates.
Contribution
It presents a new fibre homogenisation approach that improves understanding of the asymptotic behaviour of operator resolvents in complex PDE systems.
Findings
Fibre homogenisation yields order-sharp error estimates.
Fibre-homogenised resolvents are asymptotically equivalent to standard homogenisation results.
Method applies to Maxwell and second-order PDE systems.
Abstract
In this article we present a novel method for studying the asymptotic behaviour, with order-sharp error estimates, of the resolvents of parameter-dependent operator families. The method is applied to the study of differential equations with rapidly oscillating coefficients in the context of second-order PDE systems and the Maxwell system. This produces a non-standard homogenisation result that is characterised by `fibre-wise' homogenisation of the related Floquet-Bloch PDEs. These fibre-homogenised resolvents are shown to be asymptotically equivalent to a whole class of operator families, including those obtained by standard homogenisation methods.
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Fibre Homogenisation
Shane Cooper and Marcus Waurick
Abstract
In this article we present a novel method for studying the asymptotic behaviour, with order-sharp error estimates, of the resolvents of parameter-dependent operator families. The method is applied to the study of differential equations with rapidly oscillating coefficients in the context of second-order PDE systems and the Maxwell system. This produces a non-standard homogenisation result that is characterised by ‘fibre-wise’ homogenisation of the related Floquet-Bloch PDEs. These fibre-homogenised resolvents are shown to be asymptotically equivalent to a whole class of operator families, including those obtained by standard homogenisation methods.
Keywords: resolvent estimates, fibre homogenisation, Gelfand transform, oscillating coefficients, second-order PDE systems, Maxwell’s equations
1 Introduction
This article is concerned with the asymptotic analysis of parameter-dependent operators that admit a fibre decomposition. Such families appear for example in the asymptotic analysis of differential operators with rapidly oscillating periodic coefficients defined in the whole space . In this example context, the period of the coefficients is the parameter and a typical goal is to understand the behaviour of solutions , for a given force , to
[TABLE]
for small .
A well-known approach to determine the asymptotic behaviour of is the process of homogenisation (for which there is a vast body of literature available, see for example [1], [18] for an introduction to the field). In this process, the sequence is typically determined to converge, in an appropriate sense, to a limit and then one aims to establish the existence of an ‘homogenised’ operator for which the identity holds. Upon establishing the homogenised operator, one can subsequently ask about the magnitude, in an appropriate metric, of the difference . Quantifying this error, uniformly in and , is important, for example, in determining the asymptotic behaviour of the spectral properties of the family and in the study of evolution problems , .
In the context of second-order differential periodic operators, error estimates of the order have been known for some time, see for example [18]. While, the expected (order-sharp) order error estimates for right-hand side where first obtained in the works of Birman-Suslina [2]. Therein, they utilise the fact that is unitarily equivalent, via the Gelfand transform, to the space , and that the operator is unitarily equivalent to the fibre integral where is the second-order differential operator accompanied with quasi-periodic boundary conditions. Their subsequent analysis then focuses on this decomposition and a spectral study of the resolvents of in a neighbourhood of the bottom of the spectrum. The idea of a spectral study via the Gelfand transform had been used previously in the works [5, 17] to obtain error estimates in homogenisation; although these works did not obtain order-sharp estimates in the uniform-operator topology. Very recently, in [11] the homogenisation with order-sharp operator-norm error estimates is established for second-order periodic operators with non-selfadjoint coefficients that admit global slowly varying and local rapidly oscillating dependence. We mention for completeness, that in context of second-order elliptic systems with periodic coefficients in bounded domains, error estimates in homogenisation of the order , , have been obtained by different techniques in the works [8, 19]; order-sharp estimates were obtained in bounded domains: for scalar equations using periodic unfolding in [7], and for systems, using combinations of the techniques in [2] and [19], in [12, 13].
On the subject of evolution(ary) problems, we make comments relevant to this article on the works [14, 15, 16]. In these works, the homogenised systems for various time-dependent problems posed in bounded domains are obtained by an interesting projection based technique. This projection technique was recently combined with the Gelfand transform to provide order-sharp error estimates between resolvents of the full time-dependent one-dimensional visco-elastic operator and its homogenised limit, see [4]. Therein, the method of proof relied on the one-dimensional nature of the problem and the so-called Schur complement.
In this article, our main focus of study is the behaviour of resolvents of parameter-dependent families of fibre-integral operators on a space , where
[TABLE]
for bounded linear and possibly unbounded linear skew-selfadjoint . We are interested in studying the behaviour of in the uniform-operator topology, uniform in , for small . Unlike in standard homogenisation approaches, where one would determine a so-called homogenised limit operator for a given and then determine bounds on the difference (via the fibre-integral representation or otherwise), we emphasise here that we directly analyse the behaviour of for sufficiently small, non-zero, . The reason we adopt this approach is that, in general, the point-wise (in ) homogenised limits (in ) of the operators are not the uniform limits. As such, to obtain error estimates one would need to come up with an approach to reconcile this difference and produce uniform in error bounds. (We mention in passing that in the context of high-contrast homogenisation of second-order differential operators, order-sharp operator-norm error estimates where obtained, in [3], upon the recovery of uniform limits from point-wise limits by an operator-theoretic analogue of matched asymptotic expansions.) Here, we develop a new method of studying the uniform in fibre behaviour of resolvents to fibre-integral families in terms of the small parameter. This method, exposed in Section 2, is based on the observation that the lack of uniformity of the point-wise asymptotics of is due to the fact that spectrum of the operator family intersects zero for certain values of . Therefore, to study the asymptotics, our method revolves around decomposing the underlying Hilbert space into a space in which this operator is uniformly invertible and its orthogonal complement . Subsequently, we can decompose the operator into uniformly invertible and singular parts; this decomposition is based on developing the projection technique used in [14, 15, 16] and [4]. (We comment though that our approach does not need to rely on existence of the inverse to the Schur-complement. This improves the constants-of-error obtained in the uniform-operator norm bounds.) Upon such a decomposition, it is a simple task to then determine that the uniform leading-order behaviour, for small , of the family in the uniform-operator topology is given by the projection of to , see Theorem 2.2 and Proposition 2.11. Remarkably, and the reason why we coin this method fibre homogenisation, is that this projection in the context of differential operators with rapidly oscillating coefficients gives rise to a fibre-dependent analogue to the standard homogenised coefficients, from classical theory, that is asymptotically equivalent to but, in general, different to the traditional homogenised matrix. This is the subject of Sections 3 and 4. Additionally, as a bi-product of this analysis we determine a whole family of operators that are asymptotically equivalent (in terms of resolvents) to the operator ; these operators are characterised by being equal to on the space ; this statement is made precise in Theorem 2.4.
In closing, a consequence of the analysis in this article is that we present new results which capture the leading-order singular behaviour, in operator-norm, of the resolvents of fibre-integral operator families depending on a small parameter. These results in turn allow one to describe a whole class of asymptotically equivalent operator families, including those found by standard homogenisation methods (in the context of differential operators with rapidly oscillating coefficients). The method presented in this article is not confined to the study of self-adjoint operator families arriving from second-order PDE systems; the scheme admits for example second-order PDE systems with non-selfadjoint coefficients, see Section 3 as well as the Maxwell system, see Section 5. Moreover, our study easily fits into the static variants of the framework of evolutionary equations developed by Picard et al., see, e.g., [9, Chapter 6] or [10]. In particular, we provide quantitative estimates for the first time to static variants of the systems in [14, 15, 16].
2 Abstract fibre homogenisation
Let be a non-empty set. For a given family of Hilbert spaces , , with , and densely defined and closed, we consider the operator family
[TABLE]
Under the assumptions that there exists a such that
[TABLE]
the operator is invertible for all , cf. Lemma 2.5 below. Typically, in homogenisation problems, fibre integral operators of the form appear. For example via the Gelfand transform for differential operators with periodic coefficients, see Sections 3 and 5. A means to address the asymptotics, as tends to zero, of such operators is to consider the behaviour of the resolvents for small . For this reason, we are interested in studying the uniform in behaviour for small for the inverse operators .
We now provide a general set of assumptions that, if satisfied, allow one to construct such asymptotics.
Hypothesis 2.1**.**
Assume for all , there exists a closed subspace with such that, for the canonical embeddings , and the orthogonal projections , the following conditions hold:
- (a)
is bounded for all . 2. (b)
for all . 3. (c)
is, uniformly in , boundedly invertible:
[TABLE]
The main theorem of this section is as follows.
Theorem 2.2**.**
Assume (1) and Hypothesis 2.1. Then, for all \varepsilon\in\big{(}0,1/2C_{R}\|M\|_{\infty}\big{)}, one has
[TABLE]
where
[TABLE]
Remark 2.3**.**
- (a)
The existence of \big{(}\pi_{N(\theta)}M(\theta)\pi_{N(\theta)}+\tfrac{1}{\varepsilon}A(\theta)\big{)}^{-1} is addressed in the proof of Theorem 2.2. 2. (b)
For convenience of the reader and to keep the statements that follow as accessible as possible, we do not record the explicit number in front of and just write . We emphasise, however, the following asymptotic properties:
[TABLE]
Most prominently, the last equality becomes important, if one wants to study time-dependent problems, see [4]. The decisive observation frequently used in the present text is that is independent of (if sufficiently small) and all . 3. (c)
We remark here that , see Corollary 2.6 below. Moreover, it is possible to show that \|\big{(}\pi_{N(\theta)}M(\theta)\pi_{N(\theta)}+\tfrac{1}{\varepsilon}A(\theta)\big{)}^{-1}\|\leqslant\max\{\frac{1}{c},\varepsilon C_{R}\} for all and , also see Proposition 2.9. Hence, it is possible to prove an estimate of the form
[TABLE]
with satisfying a similar asymptotic behavior as :
[TABLE]
For this reason, we may also drop the condition that has to be sufficiently small. We choose to do this for the remainder of the manuscript.
Theorem 2.2 does not only provide us with leading-order asymptotics of , it presents a way of comparing two operator families that ‘coincide’ on . More precisely, the following result holds.
Theorem 2.4**.**
Assume (1) and Hypothesis 2.1. Consider, for , such that , with . Furthermore, assume that
[TABLE]
Then, there exists such that for all and one has
[TABLE]
Proof.
The operator satisfies the assumptions of Theorem 2.2 and then the desired result follows from the triangle inequality and the fact
[TABLE]
The remainder of this section will be dedicated to the proof of Theorem 2.2. We begin with providing a series of relevant preliminary results.
Lemma 2.5**.**
Let be a Hilbert space, and be skew-selfadjoint. Assume that there exists such that . Then, the operator is continuously invertible and the inequality
[TABLE]
holds.
Proof.
The observation that on implies, via a simple application of the Cauchy-Schwarz inequality, that the range of is closed, is boundedly invertible on its range and the kernel of is trivial. Then, we conclude the assertion from the orthogonal decomposition . ∎
Corollary 2.6**.**
Under the assumptions (1), is boundedly invertible and the inequality
[TABLE]
holds.
Lemma 2.7**.**
For a given Hilbert space and densely defined, assume that there exists a closed subspace such that , where is the orthogonal projection on . Then, for we obtain and
[TABLE]
Proof.
We compute . Hence, we obtain
[TABLE]
The assertion now follows from the fact that both and are densely defined; indeed, the respective domains contain the domain of . ∎
Lemma 2.8**.**
Let be a Hilbert space and skew-selfadjoint. Assume that there exists closed such that and bounded, where denotes the orthogonal projection to and . Then and are skew-selfadjoint in and , respectively, where , .
Proof.
First of all, note that the assertion that (resp. ) is skew-selfadjoint is equivalent to (resp. ) being skew-selfadjoint.
It is easy to see that is skew-Hermitian. Moreover, the inclusion implies that is densely defined and, thus, skew-symmetric.
By Lemma 2.7, the same reasoning applies to . Thus, as is bounded we deduce that is skew-selfadjoint.
We now prove that is skew-selfadjoint. Note that if, and only if, . Indeed, the necessary implication follows from ; sufficiency follows from being bounded which, in turn, implies that for all . Therefore, we infer that , and consequently, upon utilising Lemma 2.7, we calculate
[TABLE]
Finally, since and are skew-selfadjoint, and is bounded, it follows that is skew-selfadjoint. ∎
We now aim to provide a formula for , in terms of the space and , that will be utilised in the proof of Theorem 2.2. First, some a priori observations.
Proposition 2.9**.**
Assume (1), Hypothesis 2.1 and recall from (2). Let , be given by
[TABLE]
Then, the following assertions hold.
- (a)
Let . Then, for all and , the operator is continuously invertible and
[TABLE] 2. (b)
For all and , the operator is continuously invertible, and
[TABLE]
Proof.
For (a), we proceed as follows. By Hypothesis 2.1, the operator is continuously invertible. Hence, we obtain
[TABLE]
From the inequality
[TABLE]
we deduce via a Neumann series argument, for the inverse of , that
[TABLE]
Thus,
[TABLE]
For the proof of (b), we observe that, by Lemma 2.8, the operator is skew-selfadjoint. Hence, and, thus, Lemma 2.5 implies that exists with . ∎
The following result holds.
Proposition 2.10**.**
Assume (1), Hypothesis 2.1 and let be as in Proposition 2.9. Then, for all and , the following assertions hold.
- (a)
\pi_{N(\theta)}\mathcal{B}_{\varepsilon}(\theta)^{-1}=\iota_{N(\theta)}\mathcal{B}_{\varepsilon,N}(\theta)^{-1}\big{(}\iota^{*}_{N(\theta)}-\iota^{*}_{N(\theta)}M(\theta)\pi_{R(\theta)}\mathcal{B}_{\varepsilon}(\theta)^{-1}\big{)};** 2. (b)
\pi_{R(\theta)}\mathcal{B}_{\varepsilon}(\theta)^{-1}=\iota_{R(\theta)}\mathcal{B}_{\varepsilon,R}(\theta)^{-1}\big{(}\iota^{*}_{R(\theta)}-\iota^{*}_{R(\theta)}M(\theta)\pi_{N(\theta)}\mathcal{B}_{\varepsilon}(\theta)^{-1}\big{)}.**
Proof.
Fix, and , and let . Then , where and . Now, by Lemma 2.7, one has
[TABLE]
Consequently, with
[TABLE]
and, therefore,
[TABLE]
Similarly, we deduce that
[TABLE]
and the desired identities follow. ∎
We are now in the position to study the behaviour of the inverse of for small .
Proposition 2.11**.**
Assume (1), Hypothesis 2.1 and let be as in Proposition 2.9. Then, for all and , the inequality
[TABLE]
holds. Here is given in Proposition 2.9 (a).
Proof.
The inequalities in Corollary 2.6 and Proposition 2.9 (a) imply that
[TABLE]
By Proposition 2.10 (b), Proposition 2.9 (b) and the above assertion, we deduce that
[TABLE]
The proof of the proposition now follows from Proposition 2.10 and the identity . ∎
Remark 2.12**.**
Proposition 2.11 is one particular choice of the leading-order asymptotics for the inverse and could be taken in the place of those presented in Theorem 2.2. That being said, the reason we choose to demonstrate the equivalent asymptotics given by Theorem 2.2 is to present leading-order asymptotics for the resolvents of the operator that preserve .
To complete the proof of Theorem 2.2 is now a simple task.
Proof of Theorem 2.2.
To show that \big{(}\pi_{N(\theta)}M(\theta)\pi_{N(\theta)}+\tfrac{1}{\varepsilon}A(\theta)\big{)}^{-1} exists, observe that
[TABLE]
and that by Hypothesis 2.1, is continuously invertible on and by Proposition 2.9 (b), is continuously invertible on for all and .
We compute with the help of (3)
[TABLE]
Then, the proof of the theorem follows by Hypothesis 2.1 (c) and Proposition 2.11. ∎
Remark 2.13**.**
Note that as an upshot of the method of proof, we observe that the leading-order asymptotics are in fact determined by the behaviour of the resolvent on the space only, cf. Proposition 2.11. In particular, it is possible to replace by any uniformly bounded linear operator acting in in order to obtain an asymptotically equivalent answer to the assertion in Theorem 2.2. In order to see this, one has to simply refer to (3). In more formal terms, we have also proven the following result: Let be a family acting in be such that . Then, for all small enough and we have
[TABLE]
In applications it may happen that and are realisations of a direct-fibre decomposition. Such a case presents no additional difficulty from the perspective of the above approach and one can argue in a similar manner as follows.
Hypothesis 2.14**.**
Let be a Hilbert space, measurable. For each let be a Hilbert space and assume there exists a Hilbert space such that and closed; set . For every , let , . We assume the following properties:
- (a)
for all , , 2. (b)
for all , 3. (c)
, , satisfies Hypothesis 2.1, 4. (d)
assume that \theta\mapsto\iota_{\theta}\big{(}M(\theta)+\frac{1}{\varepsilon}A(\theta)\big{)}^{-1}\iota_{\theta}^{*} is weakly measurable.
For , consider
[TABLE]
Theorem 2.15**.**
Assume Hypothesis 2.14. Then, there exists such that for all , the following inequality
[TABLE]
holds.
Proof.
The proof follows from Theorem 2.2. In fact, note that
[TABLE]
Thus, the asymptotic analysis requires estimating
[TABLE]
uniformly in , which is done in Theorem 2.2. ∎
The analogue of Proposition 2.11 is as follows.
Theorem 2.16**.**
Assume Hypothesis 2.14. Then, there exists such that for all , the following inequality
[TABLE]
holds.
Proof.
Arguing as in the proof of Theorem 2.15, the asymptotic analysis requires estimating the difference
[TABLE]
uniformly in , which is given by Proposition 2.11. ∎
3 Fibre homogenisation of second-order PDE systems with rapidly oscillating periodic coefficients
In order to put the abstract result exposed in Section 2 into perspective, we shall study a classical example of homogenisation theory: an elliptic system of equations posed on with rapidly varying periodic coefficients. For this, we denote , and for a vector space , denote . For a subspace and functions , we denote
[TABLE]
We set
[TABLE]
[TABLE]
and
[TABLE]
where is the -th Euclidean basis vector.
For given , , and , we consider the elliptic problem
[TABLE]
Let be the Gelfand transform, see Definition 3.3, and and denote the divergence and gradient differential operators, respectively, on function spaces of -quasi-periodic Sobolev functions, see Definition 3.4. Then, the main result of the section for the class of problems (4) is as follows.
Theorem 3.1** (Fibre homogenisation theorem).**
Let , . Then, there exists such that for all , the inequality
[TABLE]
holds. The constant matrix and constant fourth-order tensor , , are given as follows:
[TABLE]
and
[TABLE]
where uniquely solves
[TABLE]
with and .
Remark 3.2**.**
- (a)
The well-posedness of (4) follows from noting the equivalence of this problem with a first-order formulation, see Proposition 2.15 below, and Lemma 2.5. 2. (b)
The well-posedness of (6) is presented for the reader’s convenience at the end of the section, cf. Proposition 3.18. 3. (c)
It is instructive to compare the homogenisation result here to the standard result available in the literature; the standard result states that \big{(}-\operatorname{div}a(\cdot/\varepsilon)\operatorname{grad}+s(\cdot/\varepsilon)\big{)}^{-1} is -close in operator-norm to \big{(}-\operatorname{div}a^{\textnormal{hom}}\operatorname{grad}+\textnormal{m}(s)\big{)}^{-1} where
[TABLE]
for the unique solution to
[TABLE]
A quick inspection determines the equality , and one can deduce that the equivalent leading-order asymptotics presented in Theorem 3.1 lead to the standard homogenisation result by comparing the difference with respect to . This is the subject of Section 4.
The remainder of this section is dedicated to the proof of Theorem 3.1. The general strategy we follow is to first reformulate (4) in the framework presented in Section 2; this is done in Proposition 3.8. Then we show that, in this setting, Hypothesis 2.14 (a)-(c) (in particular (1) and Hypothesis 2.1) holds and, therefore, Theorem 2.2 follows; this is done in Propositions 3.10 and 3.11. Next, we show that satisfies the assumptions of Theorem 2.4; this is identity (15). Lastly, we aim to use Theorem 2.15 to establish Theorem 3.1. This requires proving the weak measurability assumption: Hypothesis (d); this is Theorem 3.14. Bearing this strategy mind, most of the work of this section will be in establishing Hypothesis 2.14.
Let us begin with the reformulation of (4) via an application of the Gelfand transform:
Definition 3.3**.**
For , , we define
[TABLE]
It is well-known, see for example [1, Section 3.2, pg. 615], that extends to a unitary operator from into , where . Henceforth, we identify with .
Definition 3.4**.**
We define
[TABLE]
where is the Sobolev space of -quasi-periodic functions taken to be the closure, with respect to the norm, of : smooth functions that satisfy , . We also introduce
[TABLE]
as well as
[TABLE]
The operators just introduced are closed. Indeed, the divergence operators are skew-adjoints of the densely defined gradient operators. The operator is closed, since is closed, and is, by definition, closed.
For the convenience of the reader, we now gather some well-known properties on the interplay between the Gelfand transform and the differential operators introduced above. As is customary in PDE-theory, we employ a slight abuse of notion by not distinguishing between acting on and the corresponding gradient (acting as differentiation with respect to ) in L^{2}\big{(}\Theta;L^{2}(Y)\big{)}.
Proposition 3.5**.**
Let , , . The following statements hold:
- (a)
, 2. (b)
, 3. (c)
*for all we have and *
.
Proof.
The proof of (c) easily follows from the explicit formula for the Gelfand transformation for and the periodicity of and . The statement in (b) follows from (a) upon using the definition of and as, respectively, being skew-adjoints of and along with the fact is unitary. Thus, it remains to demonstrate (a). For this, we observe that
[TABLE]
holds for . Therefore, we deduce by taking into account the facts that and are closed, is unitary, and that is a core for . Similarly, as is a core of we obtain
[TABLE]
and the assertion follows. ∎
Proposition 3.5 implies that u\in\operatorname{dom}\big{(}\operatorname{div}a(\tfrac{\cdot}{\varepsilon})\operatorname{grad}\big{)} solves (4) if, and only if, \mathcal{U}_{\varepsilon}u\in\operatorname{dom}\big{(}\operatorname{div}_{\theta}a\operatorname{grad}_{\theta}\big{)} solves
[TABLE]
For the final step to cast the problem in the form discussed in Section 2, we introduce the spaces
[TABLE]
where here, and throughout, is the space obtained by multiplying each component of vectors in by .
In order to properly establish and formulate the first order perspective we have in mind we first demonstrate that and are closed. Both results are a consequence of the following standard argument.
Lemma 3.6**.**
Let be Hilbert spaces and closed. Assume that is one-to-one and is compact. Then, there exists such that
[TABLE]
In particular, is closed.
Proof.
Assume that the inequality does not hold for any positive constant. Then, there exists a sequence such that and
[TABLE]
As is bounded in , and is compact, we deduce that there exists a -convergent subsequence of with weakly converging, which we do not relabel. Let . By passing to the limit , in the inequality , we deduce that
[TABLE]
and therefore with . As is one-to-one, it follows that which contradicts . Hence, the desired inequality holds.
The fact that the range of is closed is a straightforward consequence of the now established inequality and the fact that is closed. ∎
Proposition 3.7**.**
Let . Then, the following assertions hold:
- (a)
* is closed,* 2. (b)
, introduced in (8), is closed.
Proof.
Note that . To establish (a) we aim to apply Lemma 3.6 for , and . is easily shown to be one-to-one and closed. By Rellich’s selection theorem is compact. Hence, since is closed, we deduce that is compact. Thus, (a) follows from Lemma 3.6.
In order to prove (b), we observe that is finite-dimensional. Thus, we are left with proving that
[TABLE]
is closed. We demonstrated above that Lemma 3.6 holds for , and . Consequently, the inequality in Lemma 3.6 holds and, to prove the above space is closed, we only need to establish that if is a convergent sequence in with limit satisfying
[TABLE]
then . This is an easy consequence of the fact that strongly converges in . ∎
We introduce
[TABLE]
By Proposition 3.7 (b) we have that introduced in (8) is closed. Thus, is the well-defined adjoint operator and is the orthogonal projection onto . The following result holds.
Proposition 3.8**.**
Let , , , and . Then, the following conditions are equivalent:
- (i)
u\in\operatorname{dom}\big{(}\operatorname{div}_{\theta}a\operatorname{grad}_{\theta}\big{)}* satisfies*
[TABLE] 2. (ii)
* and satisfy*
[TABLE]
Proof.
Before we prove the equivalence, we note that
[TABLE]
Indeed, note that : This is obvious for , so let us consider . Since forms a complete orthonormal system for , then
[TABLE]
and
[TABLE]
for some .
Next, as , we obtain . In particular, we infer
[TABLE]
Hence, (9) follows.
For (i)(ii), we set . Then (ii) follows from (9). Note that, for , is continuously invertible. Indeed, multiplication with can be identified as an operator in . Moreover, as then and consequently for some . This yields the continuous invertibility of .
The implication (ii)(i) also follows from (9). Note that follows from the fact that , and the second row of the system (ii). ∎
Now, we aim to apply Theorem 2.15 to the system (ii) in Proposition 3.8. For this, we use the following setting:
[TABLE]
We also set
[TABLE]
The following result holds.
Theorem 3.9**.**
With the setting (10), Hypothesis 2.14 holds.
We begin with verifying the conditions (a) and (b) of Hypothesis 2.14 as well as (a) and (b) of Hypothesis 2.1.
Proposition 3.10**.**
Assume the setting (10). For each , the following statements hold:
- (a)
* is skew-selfadjoint;* 2. (b)
, where is such that and ; 3. (c)
; 4. (d)
* is bounded.*
Proof.
The first assertion follows from the fact that \operatorname{div}_{\theta}\iota_{\theta}=-\big{(}\iota_{\theta}^{*}\operatorname{grad}_{\theta}\big{)}^{*}. For the second statement, we observe that \operatorname{Re}s\geqslant\nu 1_{\mathbb{C}^{n}}\geqslant\big{(}\nu/(\|a\|^{2}+1)\big{)}1_{\mathbb{C}^{n}}. Moreover, note that implies and, thus,
[TABLE]
The third assertion is easy to see upon the decomposition . The fourth assertion is a consequence of the above decomposition of and the finite dimensionality of . ∎
Proof of Theorem 3.9 – Part 1.
The assertions (a) and (b) of Hypothesis 2.14 and (a) of Hypothesis 2.1 clearly follow from Proposition 3.10. Assertion Hypothesis 2.1 (b) follows from Proposition 3.10 (c) and Lemma 2.7 upon setting , and . ∎
We now turn to complete the proof of (c) of Hypothesis 2.14, which results from a quantified version of Proposition 3.7 (see also Lemma 3.6).
Proposition 3.11**.**
Assume the setting (10). Then, the following assertions hold.
- (a)
For all and we have
[TABLE] 2. (b)
For all , we have
[TABLE] 3. (c)
Let be the canonical embedding. For all , the operator is continuously invertible and
[TABLE]
Proof.
To prove (a), we argue, as in the proof of Proposition 3.8, that is an orthonormal basis for and utilising the fact that , , one has
[TABLE]
Then
[TABLE]
The statement in (b) immediately follows from the definition of , see (8). For the proof of statement (c), we set
[TABLE]
Thus, for the canonical embeddings , , we obtain
[TABLE]
and
[TABLE]
Next, we observe that projects onto . By (a) it follows that is one-to-one, and therefore we obtain that is a bijection. Therefore, it follows that
[TABLE]
is a bijection. In particular, by (a), we calculate
[TABLE]
Hence,
[TABLE]
and we conclude the proof of assertion (c). ∎
Proof of Theorem 3.9 – Part 2.
The assertion (c) of Hypothesis 2.14 follows from Proposition 3.11(c). ∎
To complete the proof of Theorem 3.9, it remains to prove Hypothesis (d). For this, we make some preliminary observations. The proof of the next result is demonstrated by direct calculation and is therefore omitted.
Proposition 3.12**.**
Let , . Then,
[TABLE]
where
[TABLE]
Proposition 3.13**.**
Let be a convergent sequence in , . Let in , and in weakly convergent sequences with limits and . Then, the following assertions hold.
- (a)
. 2. (b)
Assume, in addition, that , , as well as and are bounded. Then , and
[TABLE]
Proof.
For the proof of (a), we use Proposition 3.12. Indeed, we obtain for all with and that
[TABLE]
As converges weakly to , we obtain that
[TABLE]
as . Thus, by the dominated convergence theorem, we infer
[TABLE]
Hence, (a) follows.
The second statement is proved in a similar manner and so we will just sketch the argument. Upon decomposing with respect to the basis , decomposing as above, one computes
[TABLE]
[TABLE]
Then, utilising the assumption that both the sequences and are bounded, we can pass to the limit in the above equations and characterise them as and respectively. ∎
Theorem 3.14**.**
Let , , and . Assume setting (10). Consider be given by
[TABLE]
Then, is weakly continuous.
Proof.
Before we prove the statement, we observe that there exists such that for all one has
[TABLE]
Hence, by Lemma 2.5, we deduce that
[TABLE]
Moreover, it is clear that
[TABLE]
For the proof of the statement, we let be a convergent sequence in ; denote by its limit. Let , and define . Then, by (12) and (13), we obtain that , , , and are bounded. Without loss of generality, we may assume that and converge weakly to some and respectively. Thus, by the definition of and , we obtain for all that
[TABLE]
By Proposition 3.13, as , we obtain that the weak limits of the above equations are
[TABLE]
These in turn imply that which identifies the limit and the assertion follows. ∎
Remark 3.15**.**
With a rationale similar to the one used in [6] and utilising that the embedding is compact, it can be shown that the mapping in Theorem 3.14 is even continuous in operator-norm.
Proof of Theorem 3.9 – Part 3.
It remains to prove assertion (d) of Hypothesis 2.14. This is true as \theta\mapsto\iota_{\theta}\big{(}M(\theta)+\tfrac{1}{\varepsilon}A(\theta)\big{)}^{-1}\iota_{\theta}^{*} is weakly continuous, see Theorem 3.14, and, therefore, weakly measurable. ∎
We are now in the position to provide a proof of the main result of this section.
Proof of Theorem 3.1.
Let . Theorem 3.9 implies that the assumptions of Theorem 2.15 hold for the setting (10). Therefore, we deduce that there exists a such that for all , we obtain
[TABLE]
We shall prove below the homogenisation formulae
[TABLE]
Now, clearly the right-hand side of (15) satisfies the assumptions of Theorem 2.4 and we deduce that
[TABLE]
The above assertions prove the desired result. Indeed, after having applied the unitary Gelfand transformation, Proposition 3.5 implies the equivalence of problems (4) and (7). Then, Proposition 3.8 establishes the equivalence between the first and second-order formulations, and finally (14), (16) imply the required asymptotics for the first-order problem.
It remains to prove (15). We use , see (11). First, we establish that
[TABLE]
This is a simple calculation:
[TABLE]
Let us now prove that
[TABLE]
with .
Fix . Since , and is invertible, there exists and such that
[TABLE]
Next, we compute for all that
[TABLE]
That is, (N_{\theta\gamma k})_{k\in\{1,\ldots,n\}}=\big{(}\sum_{r=1}^{n}\sum_{s=1}^{d}N^{(rs)}_{\theta k}\gamma_{rs}\big{)}_{k\in\{1,\ldots,n\}}, where uniquely solves (6). Furthermore, since , (19) implies that
[TABLE]
That is \gamma=\big{(}a^{\textnormal{hom}}(\theta)\big{)}^{-1}\beta, where is given by (5). Hence,
[TABLE]
that is, we have shown (18) holds. The claimed properties of in the theorem statement are demonstrated in Proposition 4.2 in Section 4. ∎
In the proof of Theorem 3 we proved the following result about the asymptotic behaviour of the fluxes.
Proposition 3.16**.**
For , let
[TABLE]
and
[TABLE]
Then,
[TABLE]
Proof.
This follows from inequalities (14), (15) and (16) for right-hand side . ∎
Another implication of Theorem 3.9, which we use in the next section, is the analogue of Theorem 2.16 that reads as follows.
Theorem 3.17**.**
Let , . Consider the setting (10) and let , . Then, there exists such that for all , one has
[TABLE]
For completeness, we shall end this section with the well-posedness proof of (6).
Proposition 3.18**.**
Let . Then, for all and there exists a uniquely determined such that
[TABLE]
Furthermore, the inequality
[TABLE]
holds. Here, is such that .
Proof.
For this note that by Proposition 3.11(b), we have
[TABLE]
We denote, as usual, by and the canonical embedding from and the orthogonal projection to .
Next, we shall reformulate (21): satisfies (21), if, and only if, for all one has
[TABLE]
Next, since
[TABLE]
we deduce that (21) is equivalent to stating that
[TABLE]
which, due to the fact that the operator is a bijection, is equivalent to stating
[TABLE]
The coerciveness of implies that is coercive. Hence,
[TABLE]
The last equation determines uniquely, and the desired assertion follows by observing that and that is bijective.
To prove the inequality, we note that since then we obtain . Therefore,
[TABLE]
and we calculate
[TABLE]
4 Properties of the fibre-homogenised matrix and comparisons to classical results
In the whole section, we adopt the setting (10). In Section 3, we established
[TABLE]
to be non-standard leading-order asymptotics in , uniform in , for the operator family \big{(}(-\operatorname{div}a(\cdot/\varepsilon)\operatorname{grad}+s)^{-1}\big{)}_{\varepsilon}. This section is devoted to comparing these asymptotics to the classical ones found in the literature, see Remark 3.2. We end the section with an example of when . The main result of the section is as follows.
Theorem 4.1**.**
Let , . Then, there exists a constant such that for all , the inequality
[TABLE]
*holds. The constant matrix and constant fourth-order tensor , are given in Theorem 3.1. *
Before proving this result, we introduce some related auxiliary results.
Proposition 4.2**.**
Let , and such that . Then, the following assertions hold:
- (a)
for all with
[TABLE] 2. (b)
for all
[TABLE] 3. (c)
we have
[TABLE] 4. (d)
; 5. (e)
; 6. (f)
; 7. (g)
if , then .
Proof.
To prove (a), we use (20) and observe that
[TABLE]
as . Next, the claim in (b) follows from the observation that (6) is the Euler–Lagrange equation corresponding to the problem of finding the minimiser of the non-negative functional
[TABLE]
The assertion (c) is shown in (18). For the proof of (d), we let and use (a) to obtain
[TABLE]
where we used Pythagoras’ identity as .
In order to prove (e), we shall use (b). Indeed, for all , we obtain
[TABLE]
The proof of (f) uses (c). From the inequality , we infer that . Hence, . Thus,
[TABLE]
The last assertion follows from the observation that a constant leaves and, hence, invariant. Therefore, we obtain
[TABLE]
Proposition 4.3**.**
There exists such that for all
[TABLE]
Proof.
As solves (6), then Proposition 3.11 (a) and Proposition 3.18 imply that
[TABLE]
Using the notation in Proposition 4.2, assertion (20) implies that
[TABLE]
This identity yields
[TABLE]
Consequently
[TABLE]
Recalling (22), we observe that to prove the proposition it remains to demonstrate
[TABLE]
By (6), one has for that
[TABLE]
and
[TABLE]
Fix , and set , . Clearly belongs to and . By the identity , and the equation for , we calculate that solves
[TABLE]
Therefore,
[TABLE]
where
[TABLE]
Utilising (22) and Propostion 3.11 (a) gives
[TABLE]
By setting , and recalling that gives the inequality (23). Hence, the proposition is proved. ∎
The last step in proving Theorem 4.1 is contained in the next proposition.
Proposition 4.4**.**
There exists a constant such that, for all , , and , with
[TABLE]
the following inequality
[TABLE]
holds.
Proof.
Fix . Recall that
[TABLE]
By direct calculation, it follows that , and that
[TABLE]
Let us now prove the desired assertion. For , consider the problem: Find such that
[TABLE]
equivalently and
[TABLE]
By taking the inner product on both sides of the above identity with , we calculate
[TABLE]
where is such that for all we have , and ; note that such exists by Proposition 4.2.
Now, let solve
[TABLE]
It follows that
[TABLE]
Therefore, arguing as in the derivation of inequality (25) with instead of and , we deduce that
[TABLE]
Consequently, by considering Proposition 4.3 and (25) for arbitrary again, we deduce that
[TABLE]
for . Hence, Proposition 4.4 holds. ∎
Proof of Theorem 4.1.
In Proposition 4.2 we established that and that if is constant then for all . Furthermore, if is constant then it clearly follows that . Thus, by utilising Theorem 3.17 twice, once for and , and again for and , we conclude that Theorem 4.1 follows from Proposition 4.4. ∎
An example of when .
Let us recall the well-known result that if is self-adjoint and satisfies the assumption for all then
[TABLE]
For the reader’s convenience we shall reprove this result here (for further information see for example [18, Section 1.6]). The claimed identity can be immediately seen by noting that, for such an , problem (6) takes the form: Find such that
[TABLE]
Indeed, this follows from
[TABLE]
Consequently, and from (5) we deduce that .
We shall use this observation to demonstrate that in general for . Indeed, the following result holds.
Proposition 4.5**.**
Assume is self-adjoint with for all . Then,
[TABLE]
if, and only if, is constant.
Remark 4.6**.**
For the case , then the condition for all (i.e. ) automatically implies that is constant. In fact, for the one-dimensional scalar case one does not require the assumption to deduce that . That is, for any , one can show by direct calculation that for all .
Proof of Proposition 4.5.
Fix , . Let solve
[TABLE]
Recalling Proposition 4.2 (a) we deduce that
[TABLE]
Therefore, the identity holds if, and only if, . Note, from the assumptions and for all , and the identity
[TABLE]
we deduce that
[TABLE]
Then, from the above assertion it follows that
[TABLE]
If we assume is constant, then the term on the right-hand side of the above equation vanishes because . Therefore, .
Let us assume that . We shall now prove that must necessarily be constant. By (27) it follows that
[TABLE]
Equation (29), the fact and setting in (26), gives
[TABLE]
That is, and (26) takes the form
[TABLE]
This in turn, combined with (28) and the fact implies that
[TABLE]
That is,
[TABLE]
which can only be true if is constant. ∎
Example 4.7**.**
We give a small concrete example that the set of satisfying the conditions imposed in Proposition 4.5 is non-trivial. For this, let , . Take with . Then define
[TABLE]
As the entries of are non-negative, . Moreover, . The divergence condition, that is both of the columns of are in the kernel of , is easy to see.
5 Application of fibre homogenisation to equations of Maxwell type
In this section, we shall demonstrate the utility of our approach in the context of Maxwell’s equations. That is to say, we shall treat the following static variant of Maxwell’s equations:
[TABLE]
For consistency with notation in the literature, where is often reserved for the dielectric permittivity, we denote to be the parameter. Here, , , are given and the unknowns and are the electric and magnetic fields respectively. A system of the type may occur, for example, when considering the resolvent problem for the Maxwell system in the frequency domain at a fixed frequency. The operator is acting as
[TABLE]
realised as an operator in . Note that , thus defined, is selfadjoint.
Henceforth, we consider , that is we assume that
[TABLE]
are -periodic and satisfy for some and a.e. . As the operator is selfadjoint, then by Lemma 2.5, we deduce that for a given there exists a unique pair to the above Maxwell system. The rest of the section focuses on describing the small behaviour of this solution via the approach described in Section 2.
Let be the Gelfand transform introduced in Section 3, Definition 3.3. The following result states that interacts with in a similar way to its interaction with and .
Proposition 5.1**.**
For all , we have
[TABLE]
where with the closure performed as an operation within .
As the proof of this fact is analogous to the proof of Proposition 3.5 it is omitted.
The anticipated homogenisation theorem we deduce as a consequence of following our general abstract procedure reads as follows:
Theorem 5.2**.**
Let . Then, there exists such that for all we have
[TABLE]
where
[TABLE]
Unlike in the case of second-order elliptic systems with rapidly oscillating coefficients presented in Section 3, in general the object , , cannot be expressed as the fibre-homogenised matrix given in Section 4. Such a comparison in the Maxwell setting only occurs for a particular choice of right-hand side. Namely, the following result holds.
Theorem 5.3**.**
Let , , . Then
[TABLE]
In particular, from these two results, and the fact that satisfies the assumptions of Theorem 2.4, we deduce the following result.
Corollary 5.4**.**
Assume and . Then, there exists such that for all we have
[TABLE]
Remark 5.5**.**
In fact, Theorem 5.3 holds if is such that, for each , is an element of . This is a consequence of Lemma 5.14 below. It is clear that is a strict subset of such fields.
The next few paragraphs focus on a proof of Theorem 5.2. For this we will be applying Theorem 2.15, to the following setting
[TABLE]
Before we prove that Hypothesis 2.14 holds in this setting, let us study more closely the operator . For this we introduce the following transformation.
Definition 5.6**.**
Let . We define
[TABLE]
Note that is unitary with
[TABLE]
and the sum being convergent in .
In the following, we will employ the slight abuse of notation and reuse to denote the corresponding unitary operator from to , which acts component-wise as in the previous definition.
Lemma 5.7**.**
Let . Then
[TABLE]
In particular, .
Proof.
The unitary equivalence follows by direct computation. The fact is selfadjoint now follows from the fact that the multiplication operator
[TABLE]
is skew-selfadjoint. ∎
We now gather several relevant auxiliary results. For , recall
[TABLE]
and set
[TABLE]
As usual, let , be the canonical embeddings and , the orthogonal projections.
Lemma 5.8**.**
Let , . Then
[TABLE]
Proof.
Let . Then, clearly . Moreover, we compute for :
[TABLE]
On the other hand, assume that the Fourier coefficients satisfy the properties mentioned on the right-hand side of the claimed equivalence. Then implies for all . Next, let . From the identity we deduce that
[TABLE]
which establishes the claim. ∎
Proposition 5.9**.**
Let . Then
[TABLE]
Moreover, we have
[TABLE]
Proof.
Let . Then
[TABLE]
for some and . Since , we obtain that . Moreover, we compute
[TABLE]
This shows the first desired assertion.
Next, assume in addition that . Then, and
[TABLE]
From , we infer that
[TABLE]
Lemma 5.7 implies that there exists some in such that
[TABLE]
Furthermore, since , it follows from Lemma 5.8 that . Hence,
[TABLE]
which together with Lemma 2.7, for , and , yields the second desired assertion. ∎
Proposition 5.10**.**
Let , . Then
[TABLE]
Proof.
There exists in with . By Lemma 5.8, we have that and for all . In particular, we get
[TABLE]
Thus, by Lemma 5.7,
[TABLE]
In the setting (30), with the Propositions 3.7 (b), 5.9 and 5.10, we can readily demonstrate Hypothesis 2.14 (a)-(c) for the setting (30). In particular, the assumptions of Theorem 2.2 hold. To argue as in the proof of Theorem 3.1 and obtain a proof for Theorem 5.2, it remains to prove Hypothesis (d).
Proposition 5.11**.**
Let be a convergent sequence in , . Let in weakly converge to some limit . Assume that is bounded. Then and
[TABLE]
Proof.
Recalling Definition 5.6, we have
[TABLE]
for \big{(}c^{(z)}_{k}\big{)}_{z\in\mathbb{Z}^{3}}=\left(\langle u_{k},e^{{\rm i}\langle\theta_{k}+2\pi z,\cdot\rangle_{\mathbb{C}^{3}}}\rangle\right)_{z\in\mathbb{Z}^{3}},\big{(}c^{(z)}\big{)}_{z\in\mathbb{Z}^{3}}=\left(\langle u,e^{{\rm i}\langle\theta+2\pi z,\cdot\rangle_{\mathbb{C}^{3}}}\rangle\right)_{z\in\mathbb{Z}^{3}}\in\ \ell^{2}(\mathbb{Z}^{3}). Lemma 5.7 states that
[TABLE]
Passing to the point-wise limit above, we determine that
[TABLE]
as . This, plus the assumption that is bounded, implies the desired assertion. ∎
Proposition 5.12**.**
Let , and . Assume setting (30). Let be given by
[TABLE]
Then, is weakly continuous.
Proof.
Let be convergent in to some limit . We need to prove that for , then the sequence is weakly convergent in to the limit .
By Lemma 2.5,
[TABLE]
where is such that , . Therefore, weakly converges, up to a subsequence, to some . Moreover,
[TABLE]
and therefore, by Proposition 5.11, we deduce that . Since is unique, the whole sequence weakly converges and the proof is established. ∎
The proof of Hypothesis 2.14 (d) now follows from Proposition 5.12, as is weakly continuous and therefore weakly measurable.
We conclude this section by proving Theorem 5.3. This result is a consequence of the following proposition and the assertion :
Proposition 5.13**.**
Let , , . Then
[TABLE]
For the proof of this proposition, we will utilise the following result.
Proposition 5.14**.**
Let , , and . Then
[TABLE]
Proof.
Let . Assume that . Then, for all we deduce that
[TABLE]
Hence, as for all we obtain
[TABLE]
Moreover, projecting on reveals that
[TABLE]
Thus, and so
[TABLE]
which readily gives
[TABLE]
The other implication is similar. ∎
Proof of Proposition 5.13.
Let be such that
[TABLE]
Equivalently,
[TABLE]
Let us focus on the first equation. One implication of this equations is that . Thus, for and , we have
[TABLE]
and Proposition 5.14 implies
[TABLE]
The argument for the second equation is completely analogous. Thus, the desired assertion holds. ∎
The proof of Theorem 5.3 now follows by applying Proposition 5.13 pointwise for any .
Acknowledgements
S. Cooper was supported by the EPSRC grant EP/M017281/1 (“Operator asymptotics, a new approach to length-scale interactions in metamaterials”). M. Waurick is grateful for the financial support of the EPSRC grant EP/L018802/1 (“Mathematical foundations of metamaterials: homogenisation, dissipation and operator theory”).
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