Documentation

TauCeti.RepresentationTheory.Continuous.Integrated.Basic

The integrated form of a strongly continuous representation #

Let π be a representation of an additive topological group G (written multiplicatively, as a ContRepresentation of Multiplicative G) on a normed space E, which is strongly continuous (every orbit g ↦ π g v is continuous) and uniformly bounded, and let μ be a measure on G. An integrable weight f then acts on E by the integrated form

π(f) v = ∫ g, f g • π g v ∂μ,

a bounded operator with ‖π(f)‖ ≤ C * ‖f‖₁ when ‖π g‖ ≤ C. This file builds the map f ↦ π(f) as a continuous linear map L¹(G, μ) →L E →L E and proves the identities that make it a representation of the convolution algebra L¹(G): translating the weight composes with π, convolution of weights becomes composition of operators, and, for a unitary π and an inversion-invariant μ, adjoints correspond to the involution f^*(g) = conj (f (-g)). For abelian G, the integrated operators commute for any measure; they are also normal when π is unitary and μ is inversion-invariant.

The integrated form is how a strongly continuous representation is handled by operator algebra: the operators π g themselves depend on g only strongly continuously, but the left translates π h ∘L π(f) depend continuously on h in the operator norm. Applied to the GNS representation of a continuous positive-definite function on a locally compact abelian group, the commutative algebra of operators π(f) is the standard source of the representing measure in Bochner's theorem (Folland, Chapter 4).

Main definitions #

Main statements #

Implementation notes #

The definition integrates the orbits g ↦ f g • π g v pointwise in v and only then bundles the result into an operator. The operator-valued map g ↦ π g need not be strongly measurable for the operator norm: for the regular representation of ℝ on L²(ℝ), distinct translations are at operator distance 2, so the map is not almost everywhere separably valued, and π(f) cannot be written as a Bochner integral in E →L E. This is also why TauCeti.ContRepresentation.integratedOperator, which averages a norm-continuous representation of a compact group against a continuous weight, does not apply here. The strong continuity and the uniform bound are hypotheses of the definition: they are exactly what makes the integrand integrable, and they hold for the unitary representations that are the main application. Measurability of the integrands g ↦ f g • π g v is read off from the continuity of the orbits and the inner regularity of μ for compact sets (MeasureTheory.AEFinStronglyMeasurable.aestronglyMeasurable_smul): an integrable weight lives on a σ-finite set, which up to a null set is a countable union of compact sets with separable images. The Haar measure MeasureTheory.Measure.addHaar of a locally compact group is regular, hence has this property, so no second countability of G or separability of E is needed. Only the convolution identity, which integrates over G × G, still asks for SecondCountableTopologyEither G E.

References #

noncomputable def ContRepresentation.integratedOperatorL1 {𝕜 : Type u_1} {G : Type u_2} {E : Type u_3} [RCLike 𝕜] [AddGroup G] [TopologicalSpace G] [MeasurableSpace G] [R1Space G] [BorelSpace G] [NormedAddCommGroup E] [NormedSpace 𝕜 E] [NormedSpace ℝ E] [SMulCommClass ℝ 𝕜 E] (π : ContRepresentation 𝕜 (Multiplicative G) E) (hcont : ∀ (v : E), Continuous fun (g : G) => (π (Multiplicative.ofAdd g)) v) (hbdd : ∃ (C : ℝ), ∀ (g : Multiplicative G), ‖π g‖ ≤ C) (μ : MeasureTheory.Measure G) [μ.InnerRegularCompactLTTop] :
↥(MeasureTheory.Lp 𝕜 1 μ) →L[𝕜] E →L[𝕜] E

The integrated form of a strongly continuous, uniformly bounded representation π of an additive group G (written multiplicatively as Multiplicative G): the bounded operator π(f) = ∫ g, f g • π g ∂μ attached to an integrable weight f, defined pointwise by the Bochner integral π(f) v = ∫ g, f g • π g v ∂μ of the continuous orbit g ↦ π g v.

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Instances For
    theorem ContRepresentation.integratedOperatorL1_apply {𝕜 : Type u_1} {G : Type u_2} {E : Type u_3} [RCLike 𝕜] [AddGroup G] [TopologicalSpace G] [MeasurableSpace G] [R1Space G] [BorelSpace G] [NormedAddCommGroup E] [NormedSpace 𝕜 E] [NormedSpace ℝ E] [SMulCommClass ℝ 𝕜 E] {μ : MeasureTheory.Measure G} [μ.InnerRegularCompactLTTop] {π : ContRepresentation 𝕜 (Multiplicative G) E} {hcont : ∀ (v : E), Continuous fun (g : G) => (π (Multiplicative.ofAdd g)) v} {hbdd : ∃ (C : ℝ), ∀ (g : Multiplicative G), ‖π g‖ ≤ C} (f : ↥(MeasureTheory.Lp 𝕜 1 μ)) (v : E) :
    ((π.integratedOperatorL1 hcont hbdd μ) f) v = ∫ (g : G), ↑↑f g • (π (Multiplicative.ofAdd g)) v ∂μ

    The integrated form acts on a vector by integrating its orbit against the weight.

    @[simp]
    theorem ContRepresentation.integratedOperatorL1_toL1 {𝕜 : Type u_1} {G : Type u_2} {E : Type u_3} [RCLike 𝕜] [AddGroup G] [TopologicalSpace G] [MeasurableSpace G] [R1Space G] [BorelSpace G] [NormedAddCommGroup E] [NormedSpace 𝕜 E] [NormedSpace ℝ E] [SMulCommClass ℝ 𝕜 E] {μ : MeasureTheory.Measure G} [μ.InnerRegularCompactLTTop] {π : ContRepresentation 𝕜 (Multiplicative G) E} {hcont : ∀ (v : E), Continuous fun (g : G) => (π (Multiplicative.ofAdd g)) v} {hbdd : ∃ (C : ℝ), ∀ (g : Multiplicative G), ‖π g‖ ≤ C} {f : G → 𝕜} (hf : MeasureTheory.Integrable f μ) (v : E) :
    ((π.integratedOperatorL1 hcont hbdd μ) (MeasureTheory.Integrable.toL1 f hf)) v = ∫ (g : G), f g • (π (Multiplicative.ofAdd g)) v ∂μ

    The integrated form of the class of an integrable function.

    theorem ContRepresentation.norm_integratedOperatorL1_le {𝕜 : Type u_1} {G : Type u_2} {E : Type u_3} [RCLike 𝕜] [AddGroup G] [TopologicalSpace G] [MeasurableSpace G] [R1Space G] [BorelSpace G] [NormedAddCommGroup E] [NormedSpace 𝕜 E] [NormedSpace ℝ E] [SMulCommClass ℝ 𝕜 E] {μ : MeasureTheory.Measure G} [μ.InnerRegularCompactLTTop] {π : ContRepresentation 𝕜 (Multiplicative G) E} {hcont : ∀ (v : E), Continuous fun (g : G) => (π (Multiplicative.ofAdd g)) v} {hbdd : ∃ (C : ℝ), ∀ (g : Multiplicative G), ‖π g‖ ≤ C} {C : ℝ} (hC : ∀ (g : Multiplicative G), ‖π g‖ ≤ C) (f : ↥(MeasureTheory.Lp 𝕜 1 μ)) :
    ‖(π.integratedOperatorL1 hcont hbdd μ) f‖ ≤ C * ‖f‖

    The integrated form is bounded by the uniform bound of the representation times the L¹ norm of the weight.

    theorem ContRepresentation.comp_integratedOperatorL1 {𝕜 : Type u_1} {G : Type u_2} {E : Type u_3} [RCLike 𝕜] [AddGroup G] [TopologicalSpace G] [MeasurableSpace G] [R1Space G] [BorelSpace G] [NormedAddCommGroup E] [NormedSpace 𝕜 E] [NormedSpace ℝ E] [SMulCommClass ℝ 𝕜 E] {μ : MeasureTheory.Measure G} [μ.InnerRegularCompactLTTop] {π : ContRepresentation 𝕜 (Multiplicative G) E} {hcont : ∀ (v : E), Continuous fun (g : G) => (π (Multiplicative.ofAdd g)) v} {hbdd : ∃ (C : ℝ), ∀ (g : Multiplicative G), ‖π g‖ ≤ C} [CompleteSpace E] [MeasurableAdd G] [μ.IsAddLeftInvariant] (h : G) (f : ↥(MeasureTheory.Lp 𝕜 1 μ)) :
    π (Multiplicative.ofAdd h) ∘SL (π.integratedOperatorL1 hcont hbdd μ) f = (π.integratedOperatorL1 hcont hbdd μ) ((MeasureTheory.Lp.compMeasurePreserving (fun (g : G) => -h + g) ⋯) f)

    Translating the weight on the left by h amounts to composing the integrated form with π h.

    theorem ContRepresentation.continuous_comp_integratedOperatorL1 {𝕜 : Type u_1} {G : Type u_2} {E : Type u_3} [RCLike 𝕜] [AddGroup G] [TopologicalSpace G] [MeasurableSpace G] [R1Space G] [BorelSpace G] [NormedAddCommGroup E] [NormedSpace 𝕜 E] [NormedSpace ℝ E] [SMulCommClass ℝ 𝕜 E] {μ : MeasureTheory.Measure G} [μ.InnerRegularCompactLTTop] {π : ContRepresentation 𝕜 (Multiplicative G) E} {hcont : ∀ (v : E), Continuous fun (g : G) => (π (Multiplicative.ofAdd g)) v} {hbdd : ∃ (C : ℝ), ∀ (g : Multiplicative G), ‖π g‖ ≤ C} [CompleteSpace E] [IsTopologicalAddGroup G] [MeasurableAdd G] [μ.IsAddLeftInvariant] [MeasureTheory.IsLocallyFiniteMeasure μ] (f : ↥(MeasureTheory.Lp 𝕜 1 μ)) :
    Continuous fun (h : G) => π (Multiplicative.ofAdd h) ∘SL (π.integratedOperatorL1 hcont hbdd μ) f

    Although π is only strongly continuous, h ↦ π h ∘L π(f) is continuous in the operator norm: by comp_integratedOperatorL1 it is the integrated form of the left translates of f, which depend continuously on h in L¹.

    theorem ContRepresentation.commute_integratedOperatorL1 {𝕜 : Type u_1} {G : Type u_2} {E : Type u_3} [RCLike 𝕜] [AddCommGroup G] [TopologicalSpace G] [MeasurableSpace G] [R1Space G] [BorelSpace G] [NormedAddCommGroup E] [NormedSpace 𝕜 E] [NormedSpace ℝ E] [SMulCommClass ℝ 𝕜 E] [CompleteSpace E] {μ : MeasureTheory.Measure G} [μ.InnerRegularCompactLTTop] {π : ContRepresentation 𝕜 (Multiplicative G) E} {hcont : ∀ (v : E), Continuous fun (g : G) => (π (Multiplicative.ofAdd g)) v} {hbdd : ∃ (C : ℝ), ∀ (g : Multiplicative G), ‖π g‖ ≤ C} (g : Multiplicative G) (f : ↥(MeasureTheory.Lp 𝕜 1 μ)) :
    Commute (π g) ((π.integratedOperatorL1 hcont hbdd μ) f)

    Every action operator of a representation of an abelian group commutes with its integrated operators. No invariance hypothesis on the measure is needed.

    theorem ContRepresentation.integratedOperatorL1_commute {𝕜 : Type u_1} {G : Type u_2} {E : Type u_3} [RCLike 𝕜] [AddCommGroup G] [TopologicalSpace G] [MeasurableSpace G] [R1Space G] [BorelSpace G] [NormedAddCommGroup E] [NormedSpace 𝕜 E] [NormedSpace ℝ E] [SMulCommClass ℝ 𝕜 E] [CompleteSpace E] {μ : MeasureTheory.Measure G} [μ.InnerRegularCompactLTTop] {π : ContRepresentation 𝕜 (Multiplicative G) E} {hcont : ∀ (v : E), Continuous fun (g : G) => (π (Multiplicative.ofAdd g)) v} {hbdd : ∃ (C : ℝ), ∀ (g : Multiplicative G), ‖π g‖ ≤ C} (f₁ f₂ : ↥(MeasureTheory.Lp 𝕜 1 μ)) :
    Commute ((π.integratedOperatorL1 hcont hbdd μ) f₁) ((π.integratedOperatorL1 hcont hbdd μ) f₂)

    Integrated operators of an abelian-group representation commute for any measure.

    theorem ContRepresentation.integratedOperatorL1_convolution {𝕜 : Type u_1} {G : Type u_2} {E : Type u_3} [RCLike 𝕜] [AddCommGroup G] [TopologicalSpace G] [MeasurableSpace G] [R1Space G] [BorelSpace G] [MeasurableAdd₂ G] [MeasurableNeg G] [NormedAddCommGroup E] [NormedSpace 𝕜 E] [NormedSpace ℝ E] [SMulCommClass ℝ 𝕜 E] [CompleteSpace E] [SecondCountableTopologyEither G E] {μ : MeasureTheory.Measure G} [μ.InnerRegularCompactLTTop] [MeasureTheory.SFinite μ] [μ.IsAddRightInvariant] {π : ContRepresentation 𝕜 (Multiplicative G) E} {hcont : ∀ (v : E), Continuous fun (g : G) => (π (Multiplicative.ofAdd g)) v} {hbdd : ∃ (C : ℝ), ∀ (g : Multiplicative G), ‖π g‖ ≤ C} {f₁ f₂ : G → 𝕜} (hf₁ : MeasureTheory.Integrable f₁ μ) (hf₂ : MeasureTheory.Integrable f₂ μ) :

    The integrated form turns convolution of weights into composition of operators: π(f₁ ⋆ f₂) = π(f₁) ∘L π(f₂).

    theorem ContRepresentation.inner_integratedOperatorL1_apply {𝕜 : Type u_1} {G : Type u_2} {E : Type u_3} [RCLike 𝕜] [AddGroup G] [TopologicalSpace G] [MeasurableSpace G] [R1Space G] [BorelSpace G] [NormedAddCommGroup E] [InnerProductSpace 𝕜 E] [NormedSpace ℝ E] [SMulCommClass ℝ 𝕜 E] [CompleteSpace E] {μ : MeasureTheory.Measure G} [μ.InnerRegularCompactLTTop] {π : ContRepresentation 𝕜 (Multiplicative G) E} {hcont : ∀ (v : E), Continuous fun (g : G) => (π (Multiplicative.ofAdd g)) v} {hbdd : ∃ (C : ℝ), ∀ (g : Multiplicative G), ‖π g‖ ≤ C} (f : ↥(MeasureTheory.Lp 𝕜 1 μ)) (w v : E) :
    inner 𝕜 w (((π.integratedOperatorL1 hcont hbdd μ) f) v) = ∫ (g : G), ↑↑f g * inner 𝕜 w ((π (Multiplicative.ofAdd g)) v) ∂μ

    Matrix coefficients of the integrated form are the integrals of the matrix coefficients of the representation against the weight.

    theorem ContRepresentation.adjoint_integratedOperatorL1 {𝕜 : Type u_1} {G : Type u_2} {E : Type u_3} [RCLike 𝕜] [AddGroup G] [TopologicalSpace G] [MeasurableSpace G] [R1Space G] [BorelSpace G] [NormedAddCommGroup E] [InnerProductSpace 𝕜 E] [NormedSpace ℝ E] [SMulCommClass ℝ 𝕜 E] [CompleteSpace E] {μ : MeasureTheory.Measure G} [μ.InnerRegularCompactLTTop] {π : ContRepresentation 𝕜 (Multiplicative G) E} {hcont : ∀ (v : E), Continuous fun (g : G) => (π (Multiplicative.ofAdd g)) v} {hbdd : ∃ (C : ℝ), ∀ (g : Multiplicative G), ‖π g‖ ≤ C} [MeasurableNeg G] [μ.IsNegInvariant] (hπ : π.IsUnitary) (f : ↥(MeasureTheory.Lp 𝕜 1 μ)) :

    The adjoint of the integrated form of a unitary representation is the integrated form of the involuted weight g ↦ conj (f (-g)).

    theorem ContRepresentation.isStarNormal_integratedOperatorL1 {𝕜 : Type u_1} {G : Type u_2} {E : Type u_3} [RCLike 𝕜] [AddCommGroup G] [TopologicalSpace G] [MeasurableSpace G] [R1Space G] [BorelSpace G] [MeasurableNeg G] [NormedAddCommGroup E] [InnerProductSpace 𝕜 E] [NormedSpace ℝ E] [SMulCommClass ℝ 𝕜 E] [CompleteSpace E] {μ : MeasureTheory.Measure G} [μ.InnerRegularCompactLTTop] [μ.IsNegInvariant] {π : ContRepresentation 𝕜 (Multiplicative G) E} {hcont : ∀ (v : E), Continuous fun (g : G) => (π (Multiplicative.ofAdd g)) v} {hbdd : ∃ (C : ℝ), ∀ (g : Multiplicative G), ‖π g‖ ≤ C} (hπ : π.IsUnitary) (f : ↥(MeasureTheory.Lp 𝕜 1 μ)) :
    IsStarNormal ((π.integratedOperatorL1 hcont hbdd μ) f)

    The integrated operators of a unitary abelian-group representation are normal.

    theorem ContRepresentation.tendsto_integratedOperatorL1_apply {𝕜 : Type u_1} {G : Type u_2} {E : Type u_3} [RCLike 𝕜] [AddGroup G] [TopologicalSpace G] [MeasurableSpace G] [R1Space G] [BorelSpace G] [NormedAddCommGroup E] [NormedSpace 𝕜 E] [NormedSpace ℝ E] [SMulCommClass ℝ 𝕜 E] [CompleteSpace E] {μ : MeasureTheory.Measure G} [μ.InnerRegularCompactLTTop] {π : ContRepresentation 𝕜 (Multiplicative G) E} {hcont : ∀ (v : E), Continuous fun (g : G) => (π (Multiplicative.ofAdd g)) v} {hbdd : ∃ (C : ℝ), ∀ (g : Multiplicative G), ‖π g‖ ≤ C} {ι : Type u_4} {l : Filter ι} {f : ι → ↥(MeasureTheory.Lp 𝕜 1 μ)} {C : ℝ} (hf : ∀ᶠ (i : ι) in l, ∫ (g : G), ↑↑(f i) g ∂μ = 1) (hfC : ∀ᶠ (i : ι) in l, ‖f i‖ ≤ C) (hf₀ : ∀ U ∈ nhds 0, ∀ᶠ (i : ι) in l, ∀ᵐ (g : G) ∂μ, g ∉ U → ↑↑(f i) g = 0) (v : E) :
    Filter.Tendsto (fun (i : ι) => ((π.integratedOperatorL1 hcont hbdd μ) (f i)) v) l (nhds v)

    Approximate identities for the integrated form. If the weights f i eventually have unit integral and L¹ norm at most C, and concentrate at 0 (for every neighbourhood U of 0, eventually f i vanishes almost everywhere outside U), then π(f i) tends strongly to the identity: π(f i) v → v for every v.

    theorem ContRepresentation.mem_closure_range_integratedOperatorL1_apply {𝕜 : Type u_1} {G : Type u_2} {E : Type u_3} [RCLike 𝕜] [AddGroup G] [TopologicalSpace G] [MeasurableSpace G] [R1Space G] [BorelSpace G] [NormedAddCommGroup E] [NormedSpace 𝕜 E] [NormedSpace ℝ E] [SMulCommClass ℝ 𝕜 E] [CompleteSpace E] {μ : MeasureTheory.Measure G} [μ.InnerRegularCompactLTTop] {π : ContRepresentation 𝕜 (Multiplicative G) E} {hcont : ∀ (v : E), Continuous fun (g : G) => (π (Multiplicative.ofAdd g)) v} {hbdd : ∃ (C : ℝ), ∀ (g : Multiplicative G), ‖π g‖ ≤ C} [μ.IsOpenPosMeasure] [MeasureTheory.IsLocallyFiniteMeasure μ] (v : E) :
    v ∈ closure (Set.range fun (f : ↥(MeasureTheory.Lp 𝕜 1 μ)) => ((π.integratedOperatorL1 hcont hbdd μ) f) v)

    The integrated form is nondegenerate. For a measure positive on nonempty open sets and finite on some neighbourhood of each point, such as a Haar measure on a locally compact group, every vector v is a limit of vectors π(f) v.