This paper classifies all smooth translation-invariant SO(n)-covariant curvature measures and valuations in Euclidean spaces, providing explicit bases and understanding their behavior through differential forms and representation theory.
Contribution
It introduces a comprehensive classification of SO(n)-covariant curvature measures and valuations valued in any SO(n)-representation, extending previous results and providing explicit bases.
Findings
01
Complete classification of smooth SO(n)-covariant curvature measures.
02
Explicit basis for continuous translation-invariant valuations.
03
Decomposition of curvature measures as SO(n)-representations.
Abstract
Valuations constitute a class of functionals on convex bodies which include the Euler-characteristic, the surface area, the Lebesgue-measure, and many more classical functionals. Curvature measures may be regarded as "localised`` versions of valuations which yield local information about the geometry of a body's boundary. A complete classification of continuous translation-invariant SO(n)-invariant valuations and curvature measures with values in R was obtained by Hadwiger and Schneider, respectively. More recently, characterisation results have been achieved for curvature measures with values in SympRn and Sym2ΛqRn for p,q≥1 with varying assumptions as for their invariance properties. In the present work, we classify all smooth translation-invariant SO(n)-covariant curvature…
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Full text
Characterisation of Valuations and Curvature Measures in Euclidean Spaces
Institut für Mathematik, Goethe-Universität Frankfurt,
Robert-Mayer-Str. 10, 60054 Frankfurt, Germany
Abstract.
Valuations constitute a class of functionals on convex bodies which include the Euler-characteristic, the surface area, the Lebesgue-measure, and many more classical functionals. Curvature measures may be regarded as ”localised“ versions of valuations which yield local information about the geometry of a body’s boundary.
A complete classification of continuous translation-invariant SO(n)-invariant valuations and curvature measures with values in R was obtained by Hadwiger and Schneider, respectively. More recently, characterisation results have been achieved for curvature measures with values in SympRn and Sym2ΛqRn for p,q≥1 with varying assumptions as for their invariance properties.
In the present work, we classify all smooth translation-invariant SO(n)-covariant curvature measures with values in any SO(n)-representation in terms of certain differential forms on the sphere bundle SRn and describe their behaviour under the globalisation map. The latter result also yields a similar classification of all continuous SO(n)-covariant valuations with values in any SO(n)-representation. Furthermore, a decomposition of the space of smooth translation-invariant R-valued curvature measures as an SO(n)-representation is obtained. As a corollary, we construct an explicit basis of continuous translation-invariant R-valued valuations.
Supported by DFG grants BE 2484/5-1 and BE 2484/5-2.
Let K(Rn) be the set of convex bodies, i.e., compact convex subsets, in Rn and A be an Abelian semigroup. The map ϕ:K(Rn)→A is called a valuation if it satisfies the equation:
[TABLE]
whenever K∪L∈K(Rn). We study the case where A is a finite-dimensional Euclidean vector space Rm. A valuation ϕ is then said to be continuous if it is continuous with respect to the topology induced by the Hausdorff-metric on K(Rn). Valuations can be studied on broader classes of subsets in Rn or on certain subsets of manifolds [7, 8, 11, 18, 29]. Other important target spaces include the case A=K(Rn) (Minkowski valuations) [46] and the space of signed measures on the sphere (area measures) [59, 60].
The first valuations to become objects of systematic study were continuous R-valued valuations invariant under the action of the Euclidean group SO(n):=SO(n)⋉Rn. Hadwiger [33] showed them to form an (n+1)-dimensional vector space ValSO(n) spanned by the intrinsic volumesμ0,…,μn, where μ0 is the Euler-characteristic and μn is the Lebesgue-measure.
Almost 50 years later, Alesker initiated the program of describing continuous valuations invariant – but also equi- and contravariant – under different Lie-groups G. It resulted in a range of Hadwiger-type results [1, 5, 9, 15, 19, 21, 23, 47, 48, 54, 57, 58, 59, 60].
Dropping G-invariance, the space Val of continuous translation-invariant valuations was shown by McMullen in [50] to admit a decomposition by homogeneity degree and parity:
[TABLE]
where Valk± are infinite-dimensional (Fréchet-)spaces unless k∈{0,n}, in which case Valk is one-dimensional and spanned by the Euler-characteristic and the Lebesgue-measure, respectively.
A more advanced structure result is the decomposition of Valk in SO(n)-irreducible representations by Alesker, Bernig, and Schuster [12]. They showed that Valk is multiplicity-free and contains the irreducible SO(n)-representations Γ[λ] with highest weights λ such that:
•
λj=0 for j>min(k,n−k);
•
∣λj∣=1 for 1≤j≤⌊n/2⌋;
•
∣λ2∣≤2.
The parity of the valuation corresponds to the parity of λ1, while the case λ2=0 corresponds to the so-called spherical valuations. The Γ∗-typical component in this decomposition can be identified with the space
[TABLE]
The explicit bases for Valk,ΓSO(n) have remained elusive for several years. In fact, the structure of Valk,ΓSO(n) is only known for Γ=SympRn, as several bases and global kinematic formulae were gradually elaborated by different authors, including Alesker, Bernig, Hug, McMullen, and Schuster [3, 22, 38, 34, 40, 39, 51].
The present paper closes this gap by establishing in rather explicit terms a basis of Valk,ΓSO(n) for anySO(n)-representation Γ. To achieve this, we extend our study to curvature measures, an extremely useful concept through which the study of continuous translation-invariant valuations can be linked to the more familiar concepts of differential forms on the sphere bundle SRn. Let us briefly outline this connection.
Curvature measures were introduced by Federer in an attempt to connect several integral-geometric results that had been previously disparate [26]. He observed that intrinsic volumes μk(K),k=0,…,n−1 can be computed by integrating the symmetric functions of the principal curvatures over its boundary ∂K if it is sufficiently smooth. Replacing ∂K under the integral by ∂K∩U for any Borel-set U, one naturally obtains a “localised” version of μk called the k-th Lipschitz-Killing curvature measureΦk:K(Rn)×B(Rn)→R, where B(Rn) is the Borel-σ-Algebra on Rn. Obviously, μk can be recovered from Φk by the relation μk(K)=Φk(K,Rn) for any K∈K(Rn). It is by no means trivial to extend this description of Lipschitz-Killing curvature measures to non-smooth convex bodies. In fact, this was one of the main results of Federer’s publication and a major driving force to developing the geometric measure theory.
The name “curvature measures” is more than justified for Φk. On the one hand, for K sufficiently smooth and U any Borel-set, Φk(K,U) yields local information about the curvature of ∂K. On the other hand, Φk(K,⋅) is a non-negative Borel-measure for a fixed convex body K that is weakly-continuous, i.e.:
[TABLE]
for any continuous function f:Rn→R and any sequence of convex bodies Ki converging to a convex body K [53, pp. 288ff.]. The “localisation” procedure also preserves the SO(n)-invariance of Φk, i.e., Φk(gK,gU)=Φk(K,U) for all g∈SO(n), K∈K(Rn), U∈B(Rn). In fact, Φk comprise the basis of SO(n)-invariant weakly continuous curvature measures CurvSO(n) on convex bodies in Rn [52].
Later, Zähle [61] discovered that Φk and μk for all k<n can be represented as
[TABLE]
where nc(K) is a Lipschitz-submanifold of the sphere bundle SRn called the normal cycle of K, π:SRn→Rn is the natural projection and ωk is a certain SO(n)-invariant differential form on SRn of bi-degree (k,n−k−1). Replacing ωk with any translation-invariant form ω∈Ωn−1(SRn), the functional
[TABLE]
induces a continuous translation-invariant valuation K↦Φω(K,Rn) and a weakly continuous translation-invariant Borel-measure (K,U)↦Φω(K,U). The former are called smooth valuations and the vector space spanned by them is denoted by Valsm. The latter are referred to as smooth translation-invariant curvature measures. We will denote the vector space formed by them by Curvsm. The valuation ϕω(⋅):=glob(Φω)(⋅):=Φω(⋅,Rn) is called the globalisation of Φω and the globalisation map glob:Curvsm→Valsm is trivially onto. However, contrary to the case of μk and Φk, the kernel of glob is not trivial, i.e., the “localisation” procedure is not canonical.
The space Valsm possesses rich algebraic structures, such as product, convolution and a Fourier-type transform [10, 13, 20], that are connected to the kinematic formulae [27] and allow to write out such formulas explicitly [15, 17, 21, 24]. Furthermore, a corollary of Alesker’s famous Irreducibility Theorem [4] states that Valsm lies densely in Val and, in particular, that all valuations from the finite-dimensional space Valk,ΓSO(n) are smooth (Proposition 4.5).
It is this fact and the careful examination of the kernel of the globalisation map (Theorem 1.5) that allow us to describe the basis of Valk,ΓSO(n) in terms of the basis of the space Curvk,Γsm,SO(n) of smooth SO(n)-covariant translation-invariant curvature measures with values in Γ (Proposition 1.6). Establishing the latter is the main result of this work (Theorem 1.4) and requires, among other mathematical tools, the harmonic decomposition of Curvsm (Theorem 1.1).
Our work (Remark 4.1) has revealed that – surprisingly and in contrast to SO(n)-equivariant translation-invariant valuations – there are SO(n)-equivariant curvature measures that are not O(n)-equivariant. This has entailed new efforts to classify them for Γ=SympRn on convex polytopes and to study their extensions to convex bodies [36, 37]. Furthermore, we show in Proposition 1.3 that the differential forms constructed in our work are intimately related to those used to classify the so-called local Minkowski-tensors with certain properties [35] and later to establish several integral-geometric formulae for them [41].
Finally, we complete the search for smooth SO(n)-covariant translation-invariant curvature measures with values Γ=Sym2ΛqRn started by Bernig in [14] discover more symmetries for them (Proposition 1.2 and Proposition 4.4).
The bases of Valk,ΓSO(n) also induce a Schauder-basis of Val (Proposition 1.6). This might turn useful for a range of applications. For example, a famous result by Klain [42] states that Valk+ can be seen as a subspace of the space of functions on the Grassmannian of k-planes in V. This allows to relate the basic operators on Valsm – such as the Lefschetz operator, i.e., multiplication by the first intrinsic volume, and the derivation operator, i.e., convolution with the (n−1)-st intrinsic volume – to some known integral transforms on Grassmannians, such as the Radon transform and the cosine transform. This approach has lead to some deep results [2, 5, 6, 22, 23, 24, 25, 44, 45] in the even case.
These results cannot be easily extended to the odd case, as there is no embedding for odd valuations which would be comparable to Klain’s map. Bernig and Hug studied in [22] spherical valuations and proved kinematic formulas for tensor valuations using tools from harmonic analysis. Although spherical valuations may be of odd parity, they do not form a dense subspace in Val. Our hope is that the basis of Val we discovered – being compatible with the harmonic decomposition of Val and thus allowing for very precise control of the parity of its elements – might serve the same function for the odd case as Klain’s map did for even valuations.
The plan of the paper is as follows. In Subsection 1.2, we formulate the main results of this work. In Section 2, we recall all necessary basics of the finite-dimensional representation theory of SL(n) and SO(n), including Young-symmetrisers, trace-free spaces as well as restricted and induced representations. We refer to [30, 31, 32] for more detailed expositions of this topic. In Section 3 we discuss some facts from the valuation theory which we need to prove the main results. The prominent references here are [16, 28, 42, 53] along with the papers mentioned above. The new results are proven in Section 4.
1.2. Main Results
The space Curvksm naturally admits the structure of an SO(n)-module by (gΦ)(K,U):=Φ(g−1K,g−1U) for all K∈K(Rn),U∈B(Rn). By the Theorem of Peter-Weyl, Curvksm may be written as a direct sum of irreducible finite-dimensional SO(n)-modules. All such SO(n)-representations may be uniquely characterised up to isomorphism by tuples λ=(λ1≥…≥λ⌊n/2⌋) such that λ⌊n/2⌋≥0 if n is odd and λn/2−1≥∣λn/2∣≥0 if n is even.
Theorem 1.1**.**
Let n≥2, 0≤k≤n−1. Then Curvksm consists precisely of SO(n)-representations Γ[λ] with tuples λ such that:
•
λj=0* for j>min(k+1,n−k);*
•
∣λj∣=1* for at most one 1≤j≤⌊n/2⌋;*
•
∣λ2∣≤2.
Let m be the highest j such that λj=0. The multiplicity Γ[λ] in Curvsm is 2 except if m=min(k+1,n−k) or ∣λm∣<2 (in which case it is 1) and if n=2k+1,m=k,∣λm∣≥2 in which case it is 3.
We now turn to constructing the basis of Curvk,Γsm,SO(n). Let ei, i=1,…,n be the standard orthonormal basis of Rn, dxi,dyi be the canonical frame on the cotangent bundle T∗Rn and write e⊗i1,…,iqy:=ei1⊗…⊗eiq⊗y. Define for 0≤k≤n−1, p≥0 and 0≤q≤min(k,n−k−1) the following families of differential forms pointwise for (x,y)∈SRn:
[TABLE]
where Cn=(−1)n−1 and we sum over all n-permutations π∈Sn and indexes i1,…iq=1,…,n. The above forms assume values in (Rn)⊗2q+p, (Rn)⊗2q+p+1, and (Rn)⊗2q+p+2, respectively. Additionally, define for k≥1, n=2k+1, and p≥0 a family of (Rn)⊗2k+p-valued forms:
[TABLE]
where the sum is over the indexes i1,…ik,j1,…jk=1,…,n. We will often omit the superscript n and use T as a generic letter that may stand for Φ,Ξ,Ψ, or Θ.
Special cases of such forms have been used before in different contexts. Write T⊗k,p,q for the curvature measure induced by T~⊗k,p,q.
Proposition 1.2**.**
Let Ψk,d be the Sym2ΛdRn-valued curvature measures defined in [14]. Then:
[TABLE]
Proposition 1.3**.**
Let P⊂Rn be an arbitrary convex polytope and denote by Fk(P) the set of all its k-dimensional faces.
Let W⊂Rn be a k-dimensional vector subspace and write QW for the restriction to W of the metric tensor Q preserved by O(n). Taking v1,…,vk to be an orthonormal basis of W so that QW=∑i=1kvi⊗vi and writing vi1…iq:=vi1∧…∧viq, define QW∧q:=∑i1,…iq=1kvi1…iq⊗vi1…iq⊂⋀qRn⊗⋀qRn⊂(Rn)⊗2q the q-fold wedge product of QW with itself. Then,
[TABLE]
where L(F) is the linear vector space parallel to the affine hull of F and ν(P,F)⊂Sn−k−1 the set of all outer unit normal vectors to F∈Fk(P).
In particular, using the notations from Lemma 4.1 in [35] and identifying (Rn)∗≃Rn:
[TABLE]
where Cn,k,p:=(−1)n−1(k−1)!(n−k−1)!p!sn−k+p−1 with sn:=volSn=Γ(2n+1)2π2n+1.
To obtain differential forms with values in an arbitrary irreducible SO(n)-representation Γλ from Theorem 1.1, we need to define two maps.
First, recall that, for any such λ with weight d:=∣λ∣:=∑i=1nλi, there exists an SL(n)- (hence, also SO(n)-)equivariant projection called the Young-symmetriserμλ:(Rn)⊗d→Γλ, where Γλ is the irreducible SL(n)-representation given by λ. It is best visualised by using the Young-diagram associated to λ, i.e., a left-aligned collection of boxes with λi boxes in the i-th row. The image of e⊗j1…jd∈(Rn)⊗d under μλ is then represented by the Young-diagram for λ with its boxes filled with indexes j1,…,jd from top to bottom from left to right. The thus filled diagram is called a Young-tableau.
Second, given the canonical projection πtr:(Rn)⊗d→(Rn)[d] from the d-fold tensor product of Rn to its trace-free subspace, Γˉ[λ]:=πtr(Γλ) is an SO(n)-representation. If n=2m is even and λm=0, then Γˉ[λ] decomposes into the direct sum of two irreducible SO(n)-representation Γ[λ] and Γ[λˉ], where λˉ=(λ1,…,λm−1,−λm). Otherwise Γˉ[λ]=Γ[λ] is an irreducible SO(n)-representation.
Now, apply πtr∘μλ on the tensor part of the above forms such that the images of μλ are given by the following Young-tableaux:
[TABLE]
with the integers j in the grey boxes representing the j-th copy y in yp=y⊗p, and symmetrise the tensor part of Θ~[k,p] as that in Φ~[k,p,k] except that πi are replaced by ji. We thus obtain the Γˉ[λ]-valued differential forms:
[TABLE]
It is well-known that Γˉ[λ] may be embedded into ⋀λ′Rn:=⋀λ1′Rn⊗…⊗⋀λλ1′Rn, where λ′=(λ1′,…,λλ1′) is conjugate to λ, i.e., where λj′ is the number of boxes in the j-th column of the Young-diagram of λ. If λi′=n/2, the operator ∗i:⋀λ′Rn→⋀λ′Rn given by applying the Hodge-∗-operator on ⋀λi′Rn restricts to an SO(n)-equivariant map on Γˉ[λ] which is not a multiple of the identity.
Theorem 1.4**.**
Let λ be from Theorem 1.1, m be the largest j with λj=0, p:=λ1−2, and k′:=min(k,n−k−1). Write T[k,p,q] for the curvature measure induced by T~[k,p,q].
∙* If m=0, Curvk,Γ[λ]sm,SO(n) has the basis Φ[k,0,0] .*
∙* If 1≤m<n/2, its basis is
⎩⎨⎧Ξ[k,p,m−1]Ψ[k,p,m]Φ[k,p,m],Ψ[k,p,m](, and Θ[k,p])if λm=1;if λm≥2 and m=k′+1;if λm≥2 (and n=2m+1);*
∙* If m=n/2, its basis is {Ξ[k,p,m−1]±im∗1Ξ[k,p,m−1]Ψ[k,p,m]±im∗1Ψ[k,p,m]if λm=∓1;if λm=∓c,c≥2.*
In particular, if m=n/2 is odd, Γ[λ]-valued curvature measures cannot be realised as real-valued curvature measures.
Although the forms appearing in the above Theorem may seem intimidating at the first glance, they occur naturally when one writes down the isomorphisms in the chain of identities in (4.1) and applies them to the elements of the last space in the chain. The chain itself is the core of the proof of Theorem 1.1 and the elements of the last space are rather straight-forward to construct.
Next, we analyse the behaviour of smooth curvature measures under the globalisation map.
Theorem 1.5**.**
The kernel of glob:Curvksm→Valksm is spanned by:
[TABLE]
This yields in combination with Proposition 4.5 the following result.
Proposition 1.6**.**
Let λ be from the harmonic decomposition of Valk such that all λj≥0. Writing τ[k,p,q]:=globT[k,p,q], the space Valk,Γˉ[λ]SO(n) is spanned by ϕ[k,0,0] if m=0, ψ[k,p,m] if λm≥2 and m<n/2, and ψ[k,p,m],∗1ψ[k,p,m] otherwise.
In particular, the coefficients of ϕ[k,0,0], ψ[k,p,q], 1≤q≤min{k,n−k},p≥0 – and those of ∗1ψ[k,p,k] if n=2k – form a Schauder-basis of Valk.
2. Representation Theory
Let V=Cn with n≥3 and assume that all representations are finite-dimensional – unless otherwise stated – in this section.
Given a Young-diagram λ, define two subgroups of the permutation group Sd:
[TABLE]
Defining the group algebraCG to be a vector space spanned by vectors eg for each g∈G, such that eg⋅eh=egh, we set:
[TABLE]
It turns out that cλ⋅cλ=nλcλ for some positive integer nλ and \SSλV:=V⊗d⋅cλ is an irreducible Sd-representation. Furthermore, the right action of Sd on V⊗d given by permuting factors (v1⊗⋯⊗vd)⋅σ=vσ(1)⊗⋯⊗vσ(d)
commutes with the standard left action of SL(n,C). Hence, \SSλV is also an irreducible SL(n,C)-module. The map μλ(v):=v⋅cλ is the Young-symmetriser mentioned in the introduction.
Proposition 2.1**.**
Any irreducible complex SL(n,C)-module is isomorphic to the SL(n,C)-module \SSλV for some λ=(λ1≥…≥λn≥0). The isomorphy class of SL(n,C)-representations which contains \SSλV is denoted by Γλ.
See [31, Chapter 6.1, Proposition 15.15] for more details.
The SL(n,C)-modules Γλ are also uniquely determined up to isomorphism by certain Bianchi-type identities [30, §8], [49, §I.5, (5.12)]. Define a (Young)-tableauT on λ as a numbering of the boxes by the integers 1,…,∣λ∣=:d and let T(i,j) be the number in the i-th box of the j-th column. A semi-standard tableau is a Young-tableau such that the entries are non-decreasing in each row and strictly increasing in each column.
Theorem 2.2** (Bianchi-type identities).**
Let e1,…,en be an orthonormal base of V and write eT:=∏j=1λ1eT(1,j)⊗⋯⊗eT(λj′,j)∈V⊗∣λ∣ for any Young-tableau T of λ. Then for any semi-standard tableau T, one has:
[TABLE]
where the sum is over all S obtained from T by exchanging the top k elements of one column with any k elements of the preceding column, maintaining the vertical orders of each set exchanged. There is one such relation for each numbering T, each choice of adjacent columns, and each k at most equal to the length of the shorter column.
The elements μλ(eT) for semi-standard Young-tableaux T generate \SSλV as a vector space.
\SSλV may be used to construct irreducible SO(n,C)- and O(n,C)-modules. As there exists a symmetric bilinear form Q on V preserved by O(n,C), the contraction maps for p<q:
[TABLE]
are O(n)-equivariant. The intersection of all kernels of such contractions is closed under the action of Sd, hence, the intersection V[d] of these kernels is an Sd-submodule of V⊗d. Set
\SS[λ]V:=V[d]∩\SSλV.
Theorem 2.3**.**
The O(n,C)-module \SS[λ]V is trivial if λ⌊n/2⌋+1>0 or λ1′+λ2′>n and irreducible otherwise. Furthermore:
•
If n=2k+1 and λ=(λ1≥λ2≥…λk≥0) or n=2k and λ=(λ1≥λ2≥…λk−1≥λk=0),
then \SS[λ]V is an irreducible SO(n,C)-representation.
•
If n=2k and λ=(λ1≥λ2≥…λk>0), then \SS[λ]V is a direct sum of two irreducible SO(n,C)-modules that are dual to each other.
We write Γˉ[λ] for the isomorphy class of irreducible O(n,C)-representations containing \SS[λ]V and Γ[λ] for the isomorphy class of irreducible SO(n,C)-representations corresponding to the tuple λ. One may show that Γ[λ1,…,λk]∗=Γ[λ1,…,λk−1,−λk] and the theorem may be re-stated as:
[TABLE]
Definition 2.4**.**
Let V be a representation of a Lie-group G. The character\chi_{\raisebox{-2.84526pt}{\scriptsize{V}}} of V is a complex-valued function on G defined by χV(g)=tr(g∣V).
The most notable facts about characters is their ability to uniquely determine G-modules up to isomorphism for any compact or linear reductive Lie-group G as well as their explicit forms for a large number of representations. For example, the character of the irreducible SL(n,C)-module ⋀kV is given by the elementary symmetric polynomial Ek of the eigenvalues x1,…,xn of g∈SL(n,C):
[TABLE]
More generally, one has the following result.
Proposition 2.5** (Giambelli-formula for SL(n,C)).**
Let λ be a tuple (λ1≥…≥λn≥0) and μ=(μ1,…,μℓ)=λˉ its conjugate partition. Then:
[TABLE]
A similar formula may be found for characters of SO(n,C)-representations except that the character of ⋀kV as an SO(n)-representation is given by Ek=Ek(x1,…,xm,x1−1,…,xm−1) for n=2m and Ek=Ek(x1,…,xm,x1−1,…,xm−1,1) for n=2m+1. Then Em+k=Em−k resp. Em+k=Em+1−k due to the isomorphisms ⋀m+kV≃⋀m−kV resp. ⋀m+kV≃⋀m−k+1V for even resp. odd n.
Proposition 2.6** (Giambelli-formula for SO(n,C)).**
Let λ be a tuple of integers (λ1≥…≥λn≥0) and μ=(μ1,…,μℓ)=λˉ its conjugate partition. Then the character \chi_{\raisebox{-2.84526pt}{\scriptsize{\bar{\Gamma}_{[\lambda]}}}} is given by the determinant of the ℓ×ℓ-matrix with i-th row
[TABLE]
Given a representation V of a Lie-group G, any closed Lie-subgroup H⊂G inherits from G the action on V so that V may also be regarded as an H-module which we denote by ResHGV.
Such restrictions may often be written in closed terms.
Theorem 2.7** (SO(n,C)-branching).**
Let λ be a tuple of integers satisfying conditions from Theorem 2.3. Then
[TABLE]
where μ runs over all partitions μ=(μ1,…,μk), k=⌊(n−1)/2⌋, such that
[TABLE]
There is also a canonical way to “extend” a representation W of H to a representation of G. Consider the space C∞(G,W) of all smooth functions from G to W. The G-invariant subspace:
[TABLE]
is called the induced representation of G from H.
Note that IndHGW is, in general, not finite-dimensional. Nevertheless, the formulae for Res(IndW) and Ind(ResW) are known and can be found in [56]. Although both constructions are generally not equal to W, the well-known Frobenius’ Theorem shows that Ind and Res are, in some sense, adjoint to each other.
Theorem 2.8** (Frobenius’ Reciprocity Theorem).**
Let G be a compact Lie-group and H⊂G a closed Lie-subgroup. Given a representation U of G and a representation W of H, there is a canonical vector space isomorphism
[TABLE]
We can now prove the following result which is a refinement of Corollary 3.4 in [12].
Lemma 2.9**.**
Let i,j∈N such that 0≤i,j≤n and set
[TABLE]
Then the following SL(n,C)-representations are isomorphic:
[TABLE]
The above isomorphisms may be interpreted as isomorphisms of SO(n,C)-representations by the following identity of SO(n)-representations ResΓ(2[k],1[l])=⨁m=0kΓ[2[m],1[l]] for any integers k,l.
Proof.
Since ⋀iV≃⋀n−iV and ⋀iV⊗⋀jV≃⋀jV⊗⋀iV, we may assume w.l.o.g. i=i′≤n/2 and j=j′≤n/2. If λ=(λ1,…,λm) is a non-negative tuple, as specified in the middle term of the above identity, then the conjugate μ:=λ′=(i,j). By Proposition 2.5:
[TABLE]
which shows the left isomorphism in (2.4). Applying it recursively until j′=0 yields the right isomorphism. Apply Proposition 2.6 on Γˉ[λ] for λ=(2[m],1[l]) with conjugate μ=(l+m,m):
[TABLE]
The last identity is now obtained by summing over all m:
[TABLE]
∎
Remark 2.10*.*
The complexification of so(n,R) is so(n,C) and that of sl(n,R) is sl(n,C) which are both complex simple Lie-algebras. By [43, Chapter 5.1], [31, Chapter 26.1], if G is a real Lie-group with a simple real Lie-algebra g0 such that its complexification g:=g0⊗C is a simple complex Lie-algebra, then there is one-to-one correspondence between the complex representations of G and its complexified counterpart with the Lie-algebra g. Thus, one obtains a one-to-one correspondence between the complex representations of SO(n):=SO(n,R) resp. SL(n):=SL(n,R) and those of SO(n,C) resp. SL(n,C).
Remark 2.11*.*
The SO(n)-module Γ[λ] on a complex vector space is called of real type (or just real) if it may be realised as a complexification Γ[λ,R]⊗C of an irreducible SO(n)-module with the same tuple λ on real vector space. By [31, Proposition 26.27], the SO(n)-module Γ[λ] is not of real type if and only if n=2k for odd k and λk=0. In contrast, irreducible O(n)-modules Γˉ[λ1,…,∣λk∣] are always of real type.
3. Valuation Theory and Contact Geometry
From now on, we assume that V=Rn with the basis e1,…,en and write SL(n)=SL(n,R) and SO(n)=SO(n,R).
The normal cycle of a convex body K∈K(V) is an (n−1)-dimensional Lipschitz manifold:
[TABLE]
Definition 3.1**.**
A translation-invariant functional ϕ:K(V)→A is called a smooth valuation if, for all K∈K(Rn),
[TABLE]
where β∈Ωn(Rn)Rn⊗Γ is a translation-invariant Γ-valued form on Rn and ω∈Ωn−1(SRn)Rn⊗Γ is a translation-invariant form on SRn. Likewise, a translation-invariant functional Φ:K(V)×B(V)→Γ is called a smooth curvature measure if, for all K∈K(Rn) and all U∈B(Rn),
[TABLE]
where π:SRn→Rn is the projection on the first factor. The operators integ and Integ which assign to a given pair of translation-invariant forms a corresponding smooth valuation resp. curvature measure are called the integration operators.
Both integration operators have non-trivial kernels best described in contact-geometric terms. Let (W,ω) be a symplectic vector space of real dimension 2n. Recall that the operator
[TABLE]
is called the Lefschetz operator. Fixing an Euclidean scalar product ⟨⋅,⋅⟩ on W, the operator Λ of degree (−2) uniquely determined by
[TABLE]
is called the dual Lefschetz operator.
Definition 3.2**.**
A k-linear form α∈⋀k(W∗) is called primitive if Λα=0. The subspace of all primitive elements in ⋀k(W∗) is denoted by ⋀pk(W∗)⊂⋀k(W∗). The operator Λ and, hence, the notion of primitivity may be extended to symplectic manifolds in a pointwise manner.
To define a contact manifold, recall that a contact element on a manifold M is a point p∈M, called the contact point, together with a tangent hyperplane at p, Qp⊂TpM, i.e. a co-dimension 1 subspace of TpM. A hyperplane Qp⊂TpM is completely determined by a linear form αp∈Tp∗M∖{0} that is unique up to some non-zero scalar. Indeed, if (p,Qp) is a contact element, then Qp=kerαp. On the other hand, kerαp=kerαp′ if and only if αp=λαp′. Now, let Q be a smooth field of contact hyperplanes on M defined by Q(p):=Qp. Then Q=kerα for an open subset U⊂M and some 1-form α called a locally defining 1-form for Q. This form is again unique up to a smooth nowhere vanishing function f∈C∞(U).
A contact structure on M is a smooth field of tangent hyperplanes Q⊂TM such that, for any locally defining 1-form α, dα∣Q is non-degenerate, i.e. symplectic. The pair (M,Q) is called a contact manifold and α is called a local contact form. The restriction dαp∣Qp is symplectic on Qp, which implies immediately that dimQp=2n is even and dαpnQp=0 is a volume form on Qp. Since TpM=kerαp⊕kerdαp, one has dimTpM=2n+1 is odd. In fact, Q is a contact structure if and only if α∧dαn=0 for every locally defining 1-form α. In particular, α is a global contact form if and only if α∧dαn is a volume form on M
If there is a globally defined form α, one can obtain a unique vector field T called the Reeb vector field on M such that the contraction ιT(dα)=0 and ιT(α)=1. Indeed, ιT(dα)=0 implies that T∈kerdα, which is one-dimensional, and ιTα=1 just normalises T.
We may now refine the description of differential forms on SRn which turns out to be a contact manifold with the contact form α defined pointwise at p=(x,y)∈SRn as follows:
[TABLE]
where π:SRn→Rn is the projection. The Reeb vector field T is given by T∣(x,y)=∑i=1nyi∂xi∂.
Definition 3.3**.**
A form ω∈Ω∗(SRn) is called horizontal if ιTω=0. A form ω that can be written as τ∧α is called vertical. The algebras of horizontal or vertical forms on SRn are denoted by Ωh∗(SRn) and Ωv∗(SRn), respectively.
A smooth translation-invariant form ω on SRn is said to be of bi-degree (i,j) if ω can be written as ∑aτa⊗ϕa with τa∈Ωi(Rn)Rn and ϕa∈Ωj(Sn−1). Clearly, ω∈Ωi+j(SRn)Rn and
[TABLE]
To simplify the notation, we write Ωi,j for the space Ωi,j(SRn)Rn of translation-invariant differential forms of bi-degree (i,j) on SRn and Ωpi,j for the space of primitive translation-invariant forms. As α∈Ωv1,0 and L is of bi-degree (1,1) in this notation, we have:
[TABLE]
whenever i+j≤n. Furthermore, the Hodge-∗-operator on SRn induces two finer operators on Ω∗: ∗1:Ωi,j→Ωn−i,j and ∗2:Ωi,j→Ωi,n−j−1 given by applying the Hodge-∗-operator on the Ωi(Rn)Rn- resp. Ωj(Sn−1)-part of a differential form. Since, for any vertical translation-invariant form ω, both ∗ω and ∗1ω are translation-invariant and horizontal, and vice versa, both operators yield isomorphisms ∗1:Ωhi,j→Ωhn−1−i,j and ∗2:Ωhi,j→Ωhi,n−j−1.
To reduce a vertical form τ∧α to a horizontal form, we use a contraction with the Reeb vector field ιT. Indeed, ιT(τ∧α)=(ιTτ)∧α+τ∧(ιTα)=τ for any horizontal form τ. Hence, we may write for ω∈Ωi,j (recall that ⋀i,jRn=⋀iRn⊗⋀jRn):
[TABLE]
In particular, if ω∈Ωhi,j, then ω∣(x,y)∈⋀i,jTy∗Sn−1. We will write in the following ω∣y instead of ω∣(x,y), whenever ω∈Ωhi,j and (x,y)∈SRn. Observing that the stabiliser of SO(n) at any fixed point y∈Sn−1 is SO(n−1) and writing Wy:=TySn−1, one has the following result.
For all i,j∈N, one has Ωhi,j≃IndSO(n−1)SO(n)(⋀i,jWy∗).
Corollary 3.5**.**
If i+j≤n−1 and max(i,j)≥(n−1)/2, then there is an isomorphism of SO(n)-representations
[TABLE]
hence, Ωpi,j=IndSO(n−1)SO(n)⋀pi,jWy∗, where ⋀pi,jWy∗:=⨁l=0jΓˉ[2[l],1[n−1−(i+j)]].
Proof.
Let w.l.o.g. j≥(n−1)/2. Then i≤(n−1)/2 and Lemma 2.9 yields:
[TABLE]
As Wy∗⊕Wy∗ is a symplectic space with the symplectic form dα and
[TABLE]
the Lefschetz decomposition implies that
[TABLE]
The claim follows now immediately from (3.1) and the above Lemma. Note that the condition max(i,j)≥(n−1)/2 is essential for the claim’s validity.
∎
Theorem 3.6**.**
The SO(n)-representations Curvksm and Ωpk,n−1−k are isomorphic and one has:
[TABLE]
Proof.
We know from [18] that kerinteg is generated by vertical and exact forms and it is obvious that kerInteg⊂kerinteg. Vertical forms are precisely those which vanish pointwise on normal cycles, hence, they lie in kerInteg. Let ω=dτ be an exact horizontal (n−1)-form. Then, for K∈K(Rn) and U∈B(Rn):
[TABLE]
Since ∂(nc(K)∩π−1(U))⊂nc(K), the integral vanishes for any K and U if and only if τ vanishes on nc(K) pointwise, i.e., if ω=d(α∧ϕ)=dα∧ϕ−α∧dϕ. The second term is 0 due to horizontality of ω, hence, ω is a multiple of dα and the first claim follows. The decomposition of Curvsm follows immediately from the bi-grading on Ωp∗.
∎
4. Proofs of the Main Results
4.1. Decomposition and Basis
A tuple λ is said to be of type [q;p;r] if its conjugate is (q+r,q,1…,1) and q+r or q are ignored if they are 0. The SL(n)- and SO(n)-representations associated to such tuples are also called of type [q;p;r]. In particular, the representation of type [0;0;0] is trivial and that of types [0;0;1] or [0;1;0] is the standard representation. Theorem 1.1 claims that only SO(n)-representations Γ[λ] of type [q;p;r] and their duals occur in Curvksm. These SO(n)-representations will be denoted by Γrq,p.
We write n′:=n−1 for brevity and assume w.l.o.g k≤n′/2. To distinguish between SO(n)- and SO(n′)-representations, we denote the former by Γ[λ] and the latter – by Υ[λ]. The operators ResSO(n′)SO(n),IndSO(n′)SO(n) will be shortened to Res and Ind, respectively.
Let Γ[λ] be an arbitrary irreducible SO(n)-representations. By Schur’s Lemma, the total multiplicity of Γ[λ] in Curvksm is the dimension of HomSO(n)(Curvksm,Γ[λ]∗). As HomG(V,W)G≃(V∗⊗W)G, one has:
[TABLE]
[TABLE]
where the sum over μ is as per Theorem 2.7. Note that we have dropped the duality in the third equality, since ResΓ[λ]≃Res(Γ[λ])∗≃(ResΓ[λ])∗ and, hence, the multiplicity of Γ[λ] and (Γ[λ])∗ in Curvksm is the same. By Schur’s Lemma, HomSO(n′)(Υˉ0q,0,Υ[μ]) is not trivial if and only if μ=[q;0;0]. Hence, the multiplicity of Γ[λ] in Curvksm is equal to the number of modules of type [q;0;0] in ResΓ[λ]. We now study the classes of Γ[λ] on a case-by-case basis:
•
Γ1q,p contains exactly one SO(n′)-module Υ0q,0 if and only if 0≤q≤k.
•
Γ0q,p contains modules Υˉ0q,0,Υˉ0q−1,0 if 1≤q≤k, Υˉ0k,0 if q=k+1, and Υˉ00,0 if q=p=0. Note that Υˉ0q,0 is a sum of two irreducible modules if and only if q=k=n′/2, i.e., when n=2k+1, otherwise it is irreducible.
•
The same applies for the above modules’ duals. The only non-self-dual modules with non-zero multiplicities in Curvk are (Γ0k,p)∗ and (Γ1k−1,p)∗ if n=2k.
Irreducible SO(n)-modules not mentioned in the above list do not contain SO(n−1)-modules of type [q;0;0], hence, their multiplicity in Curvksm is zero.
∎
Let us fix Γ[λ]=Γrq,p an arbitrary SO(n)-module from the previous Theorem and assume k≤n′/2. Taking over the notation and slightly re-formulating the assertions from the previous proof:
[TABLE]
where 1≤dimHomSO(n′)(Υˉ0q,0,ResΓ[λ])≤2 and dimHomSO(n′)(Υˉ0q−1,0,ResΓ[λ])≤1. Let us construct the basis of the space on the left-hand side.
Define Vi,j′:=⋀i,jRn′, Vλ:=⋀q+rRn⊗⋀qRn⊗SympRn. Interpreting SO(n′) as the stabiliser of SO(n) which fixes en∈Rn, the following SO(n′)-equivariant map:
[TABLE]
is injective if q−q′+r≤1 and trivial otherwise.
Now, the map μ[q,λ]:=μλ∘πtr∘ιq,λ:Vq,q′→ResΓ[λ] is SO(n′)-equivariant and its restriction to the SO(n′)-module Υˉ0q,0⊂Vq,q is not trivial. Let v:=e1…q⊗e1…q∈Vq,q. Then v fulfills all Bianchi-identities for the SL(n′)-module of type [q;0;0], as exchanging ei from the first column with ej from the second column yields either v (i=j) or [math] (i=j). Hence, πtr(v)∈Υˉ0q,0 and it is straight-forward to verify that πtr(v)=0.
On the other hand, iq,λ(v)=:w0 is not a multiple of Q:=∑i=1nei2, since neither en2 nor v are multiples of Q, v is not a multiple of Q′:=Q−en2, and q≤(n−1)/2. Taking πtr to be the projection on the traceless subspace with respect to Q, one thus obtains πtr(w0)=0. By Proposition 4.4, μλ(w0) is a sum of w0 and several of its permutations obtained by exchanging ei, i<n from either the first or second column with en from the symmetric part enp. As the traceless part of a vector is obtained by subtracting from it certain multiples of Q, projecting all such permutations to trace-free spaces yields linearly independent forms. All in all, we obtain that μ[q,λ](v)=0. Hence, if Υˉ0q,0 is irreducible, then μ[q,λ] spans HomSO(n′)(Υˉ0q,0,ResΓ[λ]).
As Υˉ0q−1,0 is always irreducible, the – possibly, trivial – space HomSO(n′)(Υˉ0q−1,0,ResΓ[λ]) is spanned by μ[q−1,λ]. In fact, taking v′:=e1…q−1⊗e1…q−1 and assuming that ιq−1,λ is not trivial, μλ(ιq−1,λ(v′)) is a multiple of ιq−1,λ(v′) and from the same argument as for μ[q,λ] follows that it contains a non-trivial traceless part. Obviously, μ[q,λ] and μ[q−1,λ] are linearly independent.
If q=n′/2, then Υˉ0q,0=Υ0q,0⊕(Υ0q,0)∗ and dimHomSO(n′)(Υˉ0q,0,ResΓ[λ])=2. Now, the map ∗2:Vq,q′→Vq,q′, (v⊗w)↦(v⊗∗w), where ∗ is the Hodge-operator, restricts to a non-trivial SO(n′)-equivariant map on Υˉ0q,0 which is not multiple of the identity (see [31, p. 290]). Hence, μ[q,λ] and μ[q,λ]∗:=μ[q,λ]∘∗2 are linearly independent and span HomSO(n′)(Υˉ0q,0,ResΓ[λ]).
Having the basis μ[q,λ], μ[q,λ] – and μ[q,λ]∗ if q=n′/2 – of HomSO(n′)(⋀pq,qRn′,ResΓ[λ]), let us construct an isomorphism to (⋀pk,n′−kWy∗⊗ResΓ[λ])SO(n′), where y=en.
Let V,W be G-modules for a Lie-group G and v1,…vN be the basis of V. Any G-equivariant map μ∈HomG(V,W) may be identified with the element ∑i=1Nvi∗⊗μ(vi)∈(V∗⊗W)G. As Vq,q′ has a canonical basis eI⊗eJ:=ei1…eq⊗ej1…jq, where I=(1≤i1≤…eq≤n′), we may identify (Vq,q′)∗ with Vq,q′ via the map eI∗↦eI and write any SO(n′)-equivariant map μ:Vq,q′→W as a multiple of:
[TABLE]
where the sum is over all q-tuples I,J.
Observe that the map ∗2:Vi,j′→Vi,n′−j′ is an SO(n′)-equivariant isomorphism and so is ν:Vi,j′→⋀i,jWy∗ which sends eI⊗eJ↦dxI⊗dyJ for any i- tuple I and j-tuple J. Now, Rn′⊕Rn′ is a symplectic space with the symplectic form Q′∈V1,1′ and the map Lm:Vi,j′→Vi+m,j+m′ given by the m-fold application of the Lefschetz operator L:Vi,j′→Vi+1,j+1′, v⊗w↦(v⊗w)∧Q′:=∑i=1n′v∧ei⊗w∧ei, is injective for i+j≤n′−2m. Hence, ν∘∗2∘Lk−q is SO(n′)-equivariant and injective and so is the map
[TABLE]
As ∗2∘Lk−q maps primitive forms to primitive forms, the restriction of ρq,k,λ to ⋀pq,qRn′ yields the desired SO(n′)-equivariant isomorphism.
Note that
∑Lk−q(eI⊗eJ)=∑ei1…ik⊗ej1…jqiq+1…ik,
where the sum is over i1…ik,j1…jq. We may assume that all indexes in the sum are distinct, otherwise Lk−q(eI⊗eJ)=0. Hence, there is a permutation π∈Sn′ for each J such that (j1…jqiq+1…ik)=(π1…πk). As ∗eπ1…πk=sgnπeπk+1…πn, one sees that ρ~q,k,λ(μ) is a multiple of
[TABLE]
where the sum is over π∈Sn′ and i1…iq=1,…,n′.
All in all, the basis of (⋀pk,n′−kWy∗⊗ResΓ[λ])SO(n′) consists of those elements from ρq,k,λ(μ[q,λ]), ρq−1,k,λ(μ[q−1,λ]), and ρq,k,λ(μ[q,λ]∗) which are not trivial. In particular, as dxn∣(0,en)=α, dyn∣(0,en)=0 and yi(0,en)=δin, one has:
(1)
If λ=[q,p,0], ρq,k,λ(μ[q,λ])=Φ~[k,p,q]∣(0,en), ρq−1,k,λ(μ[q−1,λ])=Ψ~[k,p,q]∣(0,en) and, if q=k=n′/2, ρq,k,λ(μ[q,λ]∗) is a multiple of Θ~[k,p]∣(0,en);
2. (2)
If λ=[q,p,1], ρq,k,λ(μ[q,λ])=Ξ~[k,p,q]∣(0,en).
The conditions for these forms’ non-triviality may now be elaborated from the conditions for the non-triviality of ιq,λ and Theorem 1.1. Since all T~[k,p,q] are SO(n)-invariant (see Remark 4.1, the claim now follows for all self-dual irreducible SO(n)-modules Γ[λ]=Γˉ[λ].
If Γ[λ] is not self-dual, then n=2k and λk=0. Let λk>0. By Remark 2.11, the O(n)-module Γˉ[λ] is real. Since ∗1 is not a multiple of the identity on Γˉ[λ], the basis of (Ωpk,n′−k⊗Γˉ[λ])SO(n) is constituted by Ξ~[k,p,k],∗1Ξ~[k,p,k] if ∣λk∣=1 and by Ψ~[k,p,k],∗1Ψ~[k,p,k] otherwise.
In contrast, Γ[λ] and its dual are not always real and only complex-valued curvature measures may assume values in them. Extending Γˉ[λ] to Γˉ[λ],C:=Γˉ[λ]⊗C by complex-linearity, one sees that ∗1 has two eigenvalues ±im and the eigenspaces E±im:={v∓im∗1v∣v∈Γˉ[λ,C]} correspond precisely to the complex SO(n)-modules Γ[λ]∗ and Γ[λ]. This yields the claim for m=n/2.
∎
Remark 4.1*.*
The forms T~[k,p,q], T∈{Φ,Ψ,Ξ}, are SO(n)-covariant, whereas Θ[k,p] is O(n)-covariant, as
[TABLE]
and g∑i=1ndxi⊗ei=∑i=1ndxi⊗ei for all g∈O(n). The maps μπ and πtr being O(n)-invariant do not destroy the invariances of the symmetrised differential forms. As nc(gK)=det(g)gnc(K), one has:
[TABLE]
In particular, Θ[1,p] is a SympR3-valued smooth translation-invariant SO(n)-equivariant curvature measure which is not O(n)-equivariant.
On the contrary, g∗T~[k,p,q]=(detg)T~[k,p,q] for T∈{Φ,Ψ,Ξ} and we obtain by the same computation as above T[k,p,q](gK,gU)=T[k,p,q](K,U).
The proof requires several facts from the geometric measure theory that were also used in Section 4 of [35].
Let us evaluate Φ~⊗k,p,q at the point (x,y):=(0,en) under the assumption that the approximate tangential spaceT(0,en)nc(K) for a body K has the basis aj:=(∂xj∂,∂yj∂)≃(κjbj,λjbj), j=1,…,n−1, where κj,λj∈[0,∞) and bj is the orthonormal basis of W:=en⊥⊂Rn with dual bj∗. Then dxj=κjbj∗ and dyj=λjbj∗. By the skew-symmetry of the wedge-product, we see that ij∈{π1,…,πq} for all j=1,…,q, which yields at (0,en):
[TABLE]
where the sum is over π∈Sn−1 and we employ the shorthand notation κij:=κj⋅κj. Now, ∑πsgnπe⊗π1…πq=(q!)−1∑πsgnπeπ1…πq and bπ1…πn−1∗=sgnπvolW is just a multiple of the volume-form on W. Hence,
[TABLE]
We choose κj and λj so that bj form an orthonormal basis of T(0,en). In particular, if bj are the directions of the (generalised) principal curvatures kj, then κj=(1+kj2)−1/2 and λj=kj(1+kj2)−1/2 with the convention that κj=0 and λj=1 if kj=∞.
If K=P is a polytope and 0∈F∈Fs, then there are exactly s different principal curvatures kj with value 0 and exactly (n−s−1) of those with value ∞. Hence, if k=s, then Φ~(⊗k,p,q)∣(0,en)=0. Let us now assume w.l.o.g. that k1=…=kk=0 and kk+1=……=kn−1=∞. Then b1,…,bs form the basis of L(F) and volW=volL(F)⊗volS(F⊥), where S(F⊥) is the unit sphere in the orthogonal complement of L(F) in Rn.
[TABLE]
where the sum is over such π∈Sn−1 that πj∈{1,…,k} for j=1,…,k and πj∈{k+1,…,n−k−1} for j=k+1,…,n−k−1. Since the term under the sum is independent of πq+1,…πn−1 and ∑π∈Skbπ1…πq=∑i1,…,iq=1kbi1…iq, we see that (bπ1…πq)⊗2=QL(F)∧q and obtain
[TABLE]
The first identity for Φ⊗k,p,q now follows from the definition of the Integ operator and the properties of the normal cycle for polytopes. The second one is directly implied by the first equation in the proof of [35, Lemma 4.1].
∎
4.2. Symmetries
Let us start with the following easy-to-verify identity:
[TABLE]
For a d-partition r=(r1,…,rd) of n, we write:
[TABLE]
where tj=∑i=1jri and sj=tj−1+1 (in particular, s1=1 and td=n). We will refer to eπsj…πtj as the j-th column or the j-th wedge-vector in eπ,r.
Next, define eπ,r,i,k, where 1≤i≤n and k⊂{1,…,d}, to be the vector obtained from eπ,r by replacing the wedge-vector eπsp…πtp with eπiπsp…πtp if p∈k. Last, define the operation σpq for p∈k, q∈/k on eπ,r,i,k given by exchanging eπi and eπsq in eπiπsp…πtp and eπsq…πtq.
Lemma 4.2**.**
Set p∈k, write k′:={1,…,d}∖k, and assume that k,k′ are non-empty. Then:
[TABLE]
where the sum is over π∈Sn and i=1,…,n.
Proof.
We may re-order the wedge-vectors in er,i,kπ and assume k=(1,…,d−u), k′=(d−u+1,…,d) for 1<u<d, and p=1. The proof will now be carried out inductively over ∣k′∣=u. For the sake of brevity, we omit the subscript k in eπ,r,i,k in the proof.
Let ∣k′∣=1 and, hence, k′=(d). As eii=0, we have:
[TABLE]
All wedge-vectors of eπ,r,sd begin with the vector eπsd, hence σ1d(eπ,r,sd)=eπ,r,sd and:
[TABLE]
We now add 0=sgnπσ1d(eπ,r,i) for s2≤i≤td, i=sd and conclude the proof for ∣k′∣=1.
Assuming the claim’s validity for all ∣k′∣=u−1, the proof for ∣k′∣=u works as follows. We start by splitting the sum:
[TABLE]
Now, eπ,r,i=eπ,r′,i⊗eπsd…πtd, where r′=r∖{rd}=(r1,…,rd−1). As ∣{1,…d−1}∖k∣=t−1. We may apply the Lemma on eπ,r′,i in A, observe that σ1q(eπ,r′,i)⊗eπsd…πtd=σ1q(eπ,r,i) for q≤d−1, and add 0=∑i=sdtdσ1q(eπ,r,i)−∑i=sdtdσ1q(eπ,r,i) to obtain:
[TABLE]
The second summand may be re-written for any q∈k′∖{d}:
[TABLE]
since ∑πsgnπeπsq⊗(eπsd)⊗d−u=−∑πsgnπeπsd⊗(eπsq)⊗d−u. As in the case ∣k′∣=1,
[TABLE]
which concludes the proof for all p,n,r,k.
∎
To prove Theorem 1.5, we need a finer control over the symmetrisation of forms. We write T~⊗k,p,qπ:=T~⊗k,p,q⋅π for the forms obtained by permuting its tensor part by some permutation π∈S∣λ∣ of the Young-diagram λ=[q;p;r] as in (1.5). More generally, we write T~⊗k,p,qd:=T~⊗k,p,q⋅d for any symmetrisation by an element d of the group algebra CS∣λ∣. For the sake of brevity, we will write π instead of eπ for the basis elements of CS∣λ∣.
There are several distinguished permutations. We write (iajb)∈S∣λ∣ for the transposition which exchanges the a-th box in the i-th column with the b-th box in the j-th column and σℓ:=∏j=1ℓ(1j2j) for the permutation which exchanges the first ℓ≤q boxes in the first column with the same number of boxes in the second column. More generally, define σr:=∏j∈r(1j2j) for any subset r∈{1,…,q} and dλ:=id+σq∈CS∣λ∣.
As all eligible Young-diagrams [q;p;r] have at most one box in any column starting with the third, we write j instead of j1 for any j≥3. Let Rλ′ be the group of permutations generated by transpositions (ij), i,j≥3, and hλ:=∑π∈Rλ′π and define the following symmetrised forms:
[TABLE]
where aλ,bλ are as in eq. (2.1). They assume values in ⋀λ′Rn=⋀q+r,qRn⊗(Rn)⊗p, ⋀q+r,qRn⊗SympRn, and Γλ, respectively. Note that T~k,p,q satisfy the following lower-rank relations:
[TABLE]
We use the same notation for the symmetrisations of the curvature measures T⊗k,p,qπ.
Example 4.3**.**
As yp⋅hλ=p!yp, one has T~(k,p,q)=p!T~k,p,q for T~∈{Φ~,Ξ~,Ψ~}. Similarly:
where q′=q−1 if T~=Ψ~ and q otherwise, and ℓ′≤q′ is the number of transpositions in σr which exchange eia with eπa.
Furthermore, one has:
[TABLE]
Proof.
As T~k,p,q(1a2a)=T~k,p,q(1b2b) for all a,b≤q, we may assume r=(1,…,ℓ) and σr=σℓ. By the SO(n)-covariance of the forms, it suffices to show the claim for at the point (0,en). As the above permutations exchange the boxes contained in the first two columns and Ψ~⊗k,p,q(1q2q)=Ψ~⊗k,p,q, it suffices to prove (4.7) for Z:=Φ~⊗k,0,q∣(0,e1) with ℓ′=ℓ and q′=q. We do this by induction over ℓ. The case ℓ=0 is trivial. Now assume that the claim is valid for ℓ−1. Set
[TABLE]
and let Y2 be the element obtained by exchanging eiℓ and eπℓ. Then, by Lemma 4.2, ℓY1≡(q−l+1)Y2 mod dα. Furthermore, Zσℓ−1⋅bλ and Zσℓ⋅bλ are the images of Y1 and Y2 under the injective map which wedges q−ℓ copies of Q′:=∑dxi⊗ei with the first and the third columns and ℓ−1 copies of Q′ with the first and the fourth column. We conclude:
[TABLE]
Let us analyse the structure of cλ for λ=[q;p;r]. It is clear that aλ=∏j=1qaj, where aj is the sum over the elements from S∣λ∣ which preserve the j-th row.
Setting dj=id+(1j2j), we see that aj=dj if j≥2. On the contrary, the subgroup of S∣λ∣ which preserves the first row is isomorphic to Sp+2, as there are p+2 boxes in the first row. Writing Sp+2≃R′′⋅Rλ′, where R′′ is the set of representatives of all (p+1)(p+2) right cosets in Sp+2/Sp and setting R′′:={id,(21b)}×{id,(1121),(11b)}, where 3≤b≤p+2 in both subsets:
[TABLE]
where the sums are over b=3,…,p+2 and a1′:=∑h∈R′h. As (21b)(11b)=(11b)(1121), the first two terms can be re-written as [id+∑((11b)+(21b))]⋅d1+∑b=b′(11b)(21b′), where b,b′ run from 3 to p+2. As hλ symmetrises all columns beginning with the third, we have for all i,j∈{1,2}, i=j and 3≤b≤p+2:
[TABLE]
and a1=(id+p(113)+p(213)+2p(p−1)(113)(214))⋅d1⋅hλ. As hλ and dj commute, we obtain:
[TABLE]
where dλ′:=∏j=1qdj=∑∣r∣≤qσr. Applied on Φ⊗k,p,q, this yields:
[TABLE]
All we need to do is to compute Φ⊗k,p,qπ⋅dλ′ for four different permutations π. By eq. (4.7):
[TABLE]
Similarly, one obtains Φ(k,p,q)(113)(214)⋅dλ′=2qΦ(k,p,q)(113)(214). To compute the remaining two summands, we re-write dλ′ as follows. Set d(a):=∏j=1,j=aqdj for a≤q and r⊥:={1,…,q}∖r. Observing that σr⊥=σq∘σr=σr∘σq, we have:
[TABLE]
Then one sees Φ(k,p,q)(113)⋅d(1)=2q+1Φ(k,p,q)(113) and Φ(k,p,q)(213)⋅d(1)=qΦ(k,p,q)(213)−2q−1Φ(k,p,q)(113)⋅σq. As dλ=id+σq on Φ(k,p,q)(113)⋅d(1)+Φ(k,p,q)(213)⋅d(1) and Φk,p,q(113)=qΦk,p,q(21113), we obtain the claim for Φ~{k,p,q}.
The computation is simpler for Ξ,Ψ. As there may be at most one y in each column, one has:
To prove (1.9), consider the SO(n)-equivariant section:
[TABLE]
and set E~k,p,q+1:=−ιhk,nΦ~(k,p,q), where ∂yj∂ is contracted with the differential form and y⊗ej is wedged with the first two columns of its tensor-part. Then:
[TABLE]
where the sum is over i1,…,iq=1,…,n and π∈Sn and Cp is as in Example 4.3. Then:
[TABLE]
After having computed the exterior derivative, we may restrict the forms to (x,y)=(0,en). Lemma 4.2 and Example 4.3 yield:
[TABLE]
or, after multiplying by (n−k−1) and replacing q with q−1,
[TABLE]
where the equality again holds modulo multiples of α, dα and the forms whose tensor-parts are multiples of Q.
Let us now apply integ⊗πtr∘μλ on both sides of the above equation, where λ=[q;p;0]. Recall that integ eliminates all exact forms and multiples of α,dα. Thus, one has:
[TABLE]
where the equality now holds only up to the forms whose tensor-parts are multiples of Q.
Applying μλ on the tensor-part, we have similarly to Example 4.3:
[TABLE]
One shows similarly to the proof of equation (4.9) that bλ:=b1,q⋅b2,q with bi,j, i=1,2, defined recursively by bi,j=bi,j−1⋅bi,j,a′, where bi,j,a′:=id−∑r=1,r=aj(riqi) for any a∈{1,…j}, and bi,1=id. Using this identity, one obtains:
[TABLE]
By Proposition 2.2, one sees qΦ~{k,p,q}(113)=Φ~{k,p,q}. Applying πtr which eliminates all forms whose tensors are multiples of Q, we obtain by eq. (1.6) the identity in (1.9).
The cases (1.7) and (1.8) follow immediately from the Alesker-Bernig-Schuster decomposition of Valk and 1.1, as the corresponding curvature measures Ξ[k,p,q] and Ψ[k,p,k+1] assume values in SO(n)-modules which occur in Curvksm but are missing in Valk. To prove globΘ[p]=0 observe that globΦ[k,p,k] is a non-trivial O(n)-covariant valuation with values in the same module Γ0k,p as globΘ[p]. As dimValk,Γ0k,pSO(n)=1, all Γ0k,p-valued valuations of degree k are O(n)-invariant in contrast to globΘ[p] which is SO(n)- but not O(n)-covariant by Remark 4.1.
∎
Proposition 4.5**.**
Continuous Γ-valued SO(n)-covariant translation-invariant valuations are smooth for any finite-dimensional SO(n)-module Γ.
Proof.
Let ϕ be a Γ-valued valuation satisfying the conditions in the claim. Since Valsm lies dense in Val, we may find a sequence ϕi of smooth Γ-valued translation-invariant valuations which converges componentwise to ϕ. Define the map A for any translation-invariant Γ-valued valuation τ:
[TABLE]
If τ is smooth, then so is Aτ(K). Furthermore, for any h∈SO(n), one has
[TABLE]
i.e. Aτ is also SO(n)-covariant. Applying A to both the sequence ϕi and ϕ, one obtains a sequence Aϕi of smooth SO(n)-covariant translation-invariant valuations converging to Aϕ=ϕ. We have seen in the previous Sections that the space of smooth Γ-valued SO(n)-covariant translation-invariant valuations is finite-dimensional and, thus, closed. Hence, ϕ=limiAϕi is also smooth and the result follows.
∎
We know that glob:Curvk,Γ[λ]sm,SO(n)→ValΓ[λ]k,SO(n) is surjective. Let us work out its kernel. The elements ξ[k,p,q]n and θ[p]n belong to the kernel by (1.7) and the elements ψ[k,p,q]n either lie in the kernel by (1.8) or globψ[k,p,q]n=Cn,k,p,qglobϕ[k,p′,q′]n for some constant Cn,k,p,q and some p′ and q′ by (4.6) or (1.9). The only exception is ψ[k,p,k+1]n for 2n−1<k≤n−1, as none of the relations apply to them.
The coefficients of all linearly independent Γ[λ]-valued valuations τ[k,p,q] span the isotypical component Γ[λ] in the space Valkf of the so-called SO(n)-finite vectors in Valk. We refer to [55, Section 3.2] for the details on G-finite vectors in infinite-dimensional representations. As, by Alesker’s Irreducibility Theorem, Valf lies dense in Valsm, we obtain the claim.
∎
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