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Isotypic projections are mutually orthogonal equivariant projections

Statement

Assume the Axiom of Choice (The Axiom of Choice). Let K be a compact Hausdorff topological group (Topological group: multiplication and inversion are continuous, Open cover, subcover, and compact topological space; a compact subset is a subspace that is compact in its own right, Hausdorff space: distinct points have disjoint open neighbourhoods; every metrizable space is Hausdorff and the indiscrete topology on two points is not) with normalized Haar probability measure μ (Normalized Haar probability on a compact group). Let σ be an irreducible strongly continuous unitary representation of K of degree dσ, let π:K→U(H) be a strongly continuous unitary representation of K on a complex Hilbert space H (Strongly continuous unitary representations, invariant linear subspaces and intertwiners, Hilbert space), let Pσ:H→H be the σ-isotypic projection and Hσ the σ-isotypic subspace of Compact-group isotypic projection. Then:

  1. Pσ is a bounded linear operator, with ∥Pσv∥≤dσ(∫K∣χσ∣ dμ)∥v∥ for every v∈H;
  2. Pσ is self-adjoint: ⟨Pσv,w⟩=⟨v,Pσw⟩ for all v,w∈H;
  3. Pσ commutes with π(K): Pσπ(g)=π(g)Pσ for every g∈K;
  4. Pσ fixes every σ-copy: if M⊆H is a σ-copy, then Pσx=x for every x∈M;
  5. Pσ is idempotent, Pσ2=Pσ, and its range is exactly the σ-isotypic subspace: range⁡(Pσ)=Hσ;
  6. if τ is an irreducible strongly continuous unitary representation of K inequivalent to σ, with isotypic projection Pτ and isotypic subspace Hτ, then PσPτ=0=PτPσ and ⟨Pσv,Pτw⟩=0 for all v,w∈H.

No assertion is made that the sum of the operators Pσ over the unitary dual is IH; no completeness, density or Peter--Weyl statement is used.

Facts & Assumptions

Given: AC; a compact Hausdorff group K with normalized Haar probability μ; an irreducible strongly continuous unitary representation σ of K of degree dσ; a strongly continuous unitary representation π of K on a complex Hilbert space H; the isotypic projection Pσ, the character χσ, the σ-copies and the isotypic subspace Hσ of Compact-group isotypic projection.

[F1]

Well-definedness and norm bound: for each v the integrand fv(k)=χσ(k)‾π(k)v is continuous and Bochner integrable, Pσv=dσ∫Kfv dμ, and ∥Pσv∥≤dσ∫K∣χσ∣ dμ ∥v∥ (Compact-group isotypic projection, Bochner integral norm inequality, Hilbert space).

[F2]

Weak pairing formula: for all v,y∈H, ⟨Pσv,y⟩=dσ∫Kχσ(k)‾⟨π(k)v,y⟩ dμ(k), obtained by applying the theorem that bounded linear maps commute with Bochner integrals to the bounded functional x↦⟨x,y⟩ (Bounded linear maps commute with Bochner integration, Real and complex inner-product spaces and their induced length).

[F3]

The character is a continuous class function with χσ(k−1)=χσ(k)‾: the trace of a unitary endomorphism is the sum of its eigenvalues on the unit circle, and χσ(hkh−1)=χσ(k) (Compact-group isotypic projection, The basis-independent trace of an endomorphism of a finite-dimensional vector space, Similar matrices have the same trace); in particular ∣χσ∣ is bounded on the compact space K.

[F4]

Haar invariance: μ(K)=1; the maps k↦hk, k↦kh and k↦k−1 are measure preserving, so integrals of integrable functions are unchanged under these substitutions (Normalized Haar probability on a compact group, Measure-preserving transformations and systems, Integral invariance under measure-preserving maps, Measure spaces).

[F5]

The scalar Lebesgue integral is linear, so finite sums and scalar multiples integrate termwise and ∫f‾ dμ=∫f dμ‾ by the definition of the complex integral (The Lebesgue integral is linear on L1(μ), Integrable real and complex functions, and their integrals).

[F6]

Schur orthogonality (Schur orthogonality for general compact groups): for an orthonormal basis e1,…,edσ of the carrier of σ one has χσ(k)‾=∑i⟨σ(k)ei,ei⟩‾, (i)∫K⟨π(k)v,w⟩ ⟨ρ(k)v′,w′⟩‾ dμ(k)=0 for irreducible π,ρ that are not unitarily equivalent, and (ii)∫K⟨σ(k)a,b⟩ ⟨σ(k)ei,ei⟩‾ dμ(k)=dσ−1⟨a,ei⟩⟨b,ei⟩‾ for all a,b in the carrier of σ (Every finite-dimensional real or complex inner product space has an orthonormal basis, Bessel's inequality for a finite orthonormal list and Parseval's identity for an orthonormal basis).

[F7]

Schur's lemma: every bounded self-intertwiner of an irreducible strongly continuous unitary representation is a scalar multiple of the identity, and a nonzero bounded intertwiner between irreducible such representations makes them unitarily equivalent (Schur lemma for complex unitary representations, Linear isometries, and orthogonal or unitary operators on finite-dimensional inner product spaces).

[F8]

Bochner framework for the auxiliary averages: a continuous map g:K→H into the Banach space H has compact image and is attained as a pointwise norm limit of H-valued measurable simple functions built from finite nets, the selection of nets costing only Countable Choice, which the standing AC supplies; if ∥g(k)∥≤M for all k then ∫K∥g∥ dμ≤M<∞ and g is Bochner integrable with ∥∫Kg dμ∥≤M; every bounded linear map commutes with the Bochner integral, so for the bounded linear functional x↦⟨x,y⟩ one has ⟨∫Kg dμ,y⟩=∫K⟨g(k),y⟩ dμ(k) (Compact-group isotypic projection, Strongly measurable Banach-valued function, Banach-valued simple function and integral, Bochner-integrable function, Bochner integrability criterion, Bochner integral norm inequality, Bounded linear maps commute with Bochner integration, The Axiom of Countable Choice (ACω), AC supplies the countable and dependent choices used in Banach integration).

[F9]

Orthogonal projections: for a closed subspace M⊆H the orthogonal projection pM is linear and self-adjoint with pMx=x for x∈M; if M is invariant under a unitary representation, then so is M⊥ (The Hilbert orthogonal projection onto a closed subspace, Invariant orthogonal complements in unitary representations).

Proof

technique · direct
1.1F1given

If H={0} then Pσ=0, Hσ={0} and every assertion is immediate, so assume H≠{0} throughout; nothing below uses more than H≠{0} where a vector is exhibited.

1.2F1F2F5F10

Linearity and boundedness. Let v,v′∈H, a,b∈C and y∈H. By [F2], linearity of each π(k) and termwise integration [F5], ⟨Pσ(av+bv′),y⟩=dσ∫Kχσ(k)‾⟨π(k)(av+bv′),y⟩ dμ(k)=a⟨Pσv,y⟩+b⟨Pσv′,y⟩; a vector is determined by its pairings, so Pσ(av+bv′)=aPσv+bPσv′. Moreover ∣⟨Pσv,y⟩∣≤dσ∫K∣χσ(k)∣ ∣⟨π(k)v,y⟩∣ dμ(k)≤dσ(∫K∣χσ∣ dμ)∥v∥ ∥y∥ by Cauchy--Schwarz [F10]; applying this with y=Pσv when Pσv≠0 gives ∥Pσv∥≤dσ(∫K∣χσ∣ dμ)∥v∥. Thus Pσ is a bounded linear operator.

1.3F2F3F4F5

Self-adjointness. By [F2] and unitarity of π(k), ⟨Pσv,y⟩=dσ∫Kχσ(k)‾⟨v,π(k)−1y⟩ dμ(k); substituting k↦k−1, which preserves μ by [F4], and using χσ(k−1)‾=χσ(k) from [F3] turns this into dσ∫Kχσ(k)⟨v,π(k)y⟩ dμ(k)=dσ∫Kχσ(k)‾⟨π(k)y,v⟩ dμ(k)‾=⟨Pσy,v⟩‾=⟨v,Pσy⟩, the conjugation inside the scalar integral being justified by [F5]. Hence Pσ is self-adjoint.

1.4F2F3F4

Equivariance. Let g∈K. For v,y∈H, [F2] and the homomorphism property give ⟨Pσπ(g)v,y⟩=dσ∫Kχσ(k)‾⟨π(kg)v,y⟩ dμ(k); right translation u↦ug−1 is measure preserving by [F4], so substituting k=ug−1 this equals dσ∫Kχσ(ug−1)‾⟨π(u)v,y⟩ dμ(u), and since χσ is a class function the identity χσ(ug−1)=χσ(g−1u) of [F3] gives dσ∫Kχσ(g−1u)‾⟨π(u)v,y⟩ dμ(u); left translation u↦gu is measure preserving by [F4], so substituting u=gk gives dσ∫Kχσ(k)‾⟨π(gk)v,y⟩ dμ(k)=dσ∫Kχσ(k)‾⟨π(k)v,π(g)−1y⟩ dμ(k)=⟨Pσv,π(g)−1y⟩=⟨π(g)Pσv,y⟩, the second-to-last equality by unitarity of π(g). As y is arbitrary, Pσπ(g)=π(g)Pσ.

1.5F2F5F6F9

Fixing a single σ-copy. Let M⊆H be a σ-copy with unitary intertwiner U:Vσ→M, and let x∈M, y∈H. Writing pM for the orthogonal projection onto the closed subspace M [F9], the invariance of M gives π(k)x∈M, hence ⟨π(k)x,y⟩=⟨π(k)x,pMy⟩. For x=Ua and pMy=Ub with a,b∈Vσ, intertwining and unitarity of U give ⟨π(k)Ua,Ub⟩=⟨σ(k)a,b⟩, and the character expansion of [F6] together with Schur orthogonality (ii) yields ⟨Pσx,y⟩=dσ∑i∫K⟨σ(k)a,b⟩⟨σ(k)ei,ei⟩‾ dμ(k)=dσ∑idσ−1⟨a,ei⟩⟨b,ei⟩‾=∑i⟨a,ei⟩⟨b,ei⟩‾=⟨a,b⟩=⟨Ua,Ub⟩=⟨x,pMy⟩=⟨x,y⟩. Hence Pσx=x for every x in any σ-copy.

1.6F2F6F9

Killing inequivalent copies. Let τ be an irreducible strongly continuous unitary representation of K inequivalent to σ, let M⊆H be a τ-copy with unitary intertwiner U:Vτ→M, and let x=Ua∈M, y∈H with pMy=Ub. Then π(k)x∈M, so ⟨π(k)x,y⟩=⟨τ(k)a,b⟩, and [F2], [F6] with Schur orthogonality (i) applied to the inequivalent irreducibles τ and σ give ⟨Pσx,y⟩=dσ∑i∫K⟨τ(k)a,b⟩⟨σ(k)ei,ei⟩‾ dμ(k)=0. Hence Pσx=0 for every x in any τ-copy.

1.7F2F3F4F5F7F8F10

The range lies in the isotypic subspace. Fix v∈H and, for each i, define Ai(w):=∫K⟨w,σ(k)ei⟩ π(k)v dμ(k) for w∈Vσ. The integrand gi,w(k):=⟨w,σ(k)ei⟩π(k)v is continuous and satisfies ∥gi,w(k)∥≤∥w∥ ∥v∥ for every k, because σ(k)ei has norm 1 and π(k)v has norm ∥v∥, so gi,w is Bochner integrable and ∥Ai(w)∥≤∥w∥ ∥v∥ by [F8]; moreover, since the bounded linear functional x↦⟨x,y⟩ commutes with the Bochner integral, ⟨Ai(w),y⟩=∫K⟨w,σ(k)ei⟩⟨π(k)v,y⟩ dμ(k) for every y∈H. The map Ai is linear: the scalar integrand in this pairing is linear in w and the scalar integral is linear [F5], so ⟨Ai(aw+bw′),y⟩=a⟨Ai(w),y⟩+b⟨Ai(w′),y⟩ for all y, and a vector is determined by its pairings. For h∈K and y∈H, unitarity of π(h) together with the pairing formula gives ⟨π(h)Ai(w),y⟩=⟨Ai(w),π(h)−1y⟩=∫K⟨w,σ(k)ei⟩⟨π(hk)v,y⟩ dμ(k), and the substitution k↦h−1k, measure preserving by [F4], turns this into ∫K⟨w,σ(h−1k)ei⟩⟨π(k)v,y⟩ dμ(k)=∫K⟨σ(h)w,σ(k)ei⟩⟨π(k)v,y⟩ dμ(k)=⟨Ai(σ(h)w),y⟩; hence π(h)Ai=Aiσ(h) and each Ai is a bounded intertwiner. If Ai≠0 then ker⁡Ai is a σ-invariant subspace, because Aiσ(h)=π(h)Ai for all h, and ker⁡Ai≠Vσ; by irreducibility ker⁡Ai={0}, so Ai is injective, and its image Mi=Ai(Vσ) is finite dimensional (hence closed [F10]) and π(K)-invariant, because π(h)Mi=Aiσ(h)Vσ⊆Mi; a closed invariant subspace N⊆Mi pulls back under the injective intertwiner Ai to the σ-invariant subspace Ai−1(N) of the irreducible Vσ, which is {0} or Vσ, so π∣Mi is irreducible and the nonzero bounded intertwiner Ai makes π∣Mi unitarily equivalent to σ by Schur's lemma [F7]; thus Mi is a σ-copy and Ai(ei)∈Hσ, while if Ai=0 then Ai(ei)=0∈Hσ. Finally, for every y, summing the pairing formula over i and using linearity of the scalar integral [F5] and the trace formula χσ(k)=∑i⟨σ(k)ei,ei⟩ of [F3] together with conjugate symmetry ⟨ei,σ(k)ei⟩=⟨σ(k)ei,ei⟩‾ gives ⟨dσ∑iAi(ei),y⟩=dσ∫Kχσ(k)‾⟨π(k)v,y⟩ dμ(k)=⟨Pσv,y⟩ by [F2]; hence Pσv=dσ∑iAi(ei) lies in Hσ.

2.1F1F10step 1.2step 1.5step 1.7

Fixing the isotypic subspace and identifying the range. By step 1.5, Pσ fixes every vector lying in a σ-copy; by linearity (step 1.2) it fixes the linear span of all σ-copies, and since it is bounded, hence continuous, it fixes the closure of that span: Pσx=x for every x∈Hσ. Combined with step 1.7, for every v∈H the vector Pσv lies in Hσ and is therefore fixed, so Pσ2=Pσ. Hence range⁡(Pσ)⊆Hσ by step 1.7 and Hσ⊆range⁡(Pσ) because x=Pσx for x∈Hσ; the range is exactly Hσ.

3.1F6step 1.3step 1.6step 2.1

Distinct inequivalent types. Let τ be irreducible and inequivalent to σ with isotypic projection Pτ and isotypic subspace Hτ. Repeating steps 1.6, 1.7 and 2.1 with τ in place of σ shows Pσ vanishes on every τ-copy, hence by linearity and continuity on Hτ, and that range⁡(Pτ)=Hτ; therefore PσPτ=0. Exchanging the roles of σ and τ gives PτPσ=0. Finally, for v,w∈H, self-adjointness (step 1.3) and idempotence (step 2.1) give ⟨Pσv,Pτw⟩=⟨Pσ2v,Pτw⟩=⟨Pσv,PσPτw⟩=0, so the ranges of Pσ and Pτ are orthogonal.

4.1step 1.2step 1.3step 1.4step 1.5step 2.1step 3.1∎

Collecting steps 1.2, 1.3, 1.4, 1.5, 2.1 and 3.1: Pσ is a bounded self-adjoint idempotent commuting with π(K), fixes every σ-copy, has range exactly the σ-isotypic subspace Hσ, and the projections of inequivalent irreducibles multiply to zero with orthogonal ranges. At no point is any sum over the unitary dual asserted, and no density or completeness statement is used.

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Cited to discharge well-definedness by Compact-group isotypic projection.

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