Infinite-dimensional operator ridgelet transform

D.4 Why the spectral measure cannot be dilated🔗

PropositionD.3
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used by 0✓L∃∀N

Let \dim H=\infty and let W be injective, positive, self-adjoint, and trace class with eigenvectors e_j and eigenvalues w_j>0. The sets E_t, t>0, are Borel (i a) and pairwise disjoint (i b), \mathcal N(0,tW)(E_t)=1 (i c), and consequently a \sigma-finite measure dominates \mathcal N(0,tW) for at most countably many t (i d). Hence, for a bounded Borel r with \{r\ne0\} of positive measure, there is no finite complex Borel measure \Gamma on H\times\mathbb R whose bias slices satisfy \int_{E\times\mathbb R}e^{i\omega c}\,\Gamma(\mathrm da,\mathrm dc)=r(\omega)(D_{1/\omega})_\#\mathcal N(0,W)(E) for almost every \omega\ne0 (ii).

Lean code for PropositionD.3●5 theorems
  • complete
    theorem OperatorRidgelet.Paper.prop_D_3_i_a.{u_1} {H : Type u_1}
      [NormedAddCommGroup H] [InnerProductSpace ℝ H] [CompleteSpace H]
      [SecondCountableTopology H] [MeasurableSpace H] [BorelSpace H]
      (hH : ¬FiniteDimensional ℝ H) {W : H →L[ℝ] H}
      (hW : OperatorRidgelet.IsTraceClassCovariance W)
      (e : HilbertBasis ℕ ℝ H) (w : ℕ → ℝ) (hw : ∀ (j : ℕ), 0 < w j)
      (hWe : ∀ (j : ℕ), W (e j) = w j • e j) (t : ℝ) :
      MeasurableSet (OperatorRidgelet.strongLawSet (⇑e) w t)
    theorem OperatorRidgelet.Paper.prop_D_3_i_a.{u_1}
      {H : Type u_1} [NormedAddCommGroup H]
      [InnerProductSpace ℝ H]
      [CompleteSpace H]
      [SecondCountableTopology H]
      [MeasurableSpace H] [BorelSpace H]
      (hH : ¬FiniteDimensional ℝ H)
      {W : H →L[ℝ] H}
      (hW :
        OperatorRidgelet.IsTraceClassCovariance
          W)
      (e : HilbertBasis ℕ ℝ H) (w : ℕ → ℝ)
      (hw : ∀ (j : ℕ), 0 < w j)
      (hWe : ∀ (j : ℕ), W (e j) = w j • e j)
      (t : ℝ) :
      MeasurableSet
        (OperatorRidgelet.strongLawSet (⇑e) w
          t)
    **Proposition [prop:D.3]** Dilation obstruction.  The sets `E_t` are Borel. 
  • complete
    theorem OperatorRidgelet.Paper.prop_D_3_i_b.{u_1} {H : Type u_1}
      [NormedAddCommGroup H] [InnerProductSpace ℝ H] [CompleteSpace H]
      (hH : ¬FiniteDimensional ℝ H) {W : H →L[ℝ] H}
      (hW : OperatorRidgelet.IsTraceClassCovariance W)
      (e : HilbertBasis ℕ ℝ H) (w : ℕ → ℝ) (hw : ∀ (j : ℕ), 0 < w j)
      (hWe : ∀ (j : ℕ), W (e j) = w j • e j) (t t' : ℝ) :
      t ≠ t' →
        Disjoint (OperatorRidgelet.strongLawSet (⇑e) w t)
          (OperatorRidgelet.strongLawSet (⇑e) w t')
    theorem OperatorRidgelet.Paper.prop_D_3_i_b.{u_1}
      {H : Type u_1} [NormedAddCommGroup H]
      [InnerProductSpace ℝ H]
      [CompleteSpace H]
      (hH : ¬FiniteDimensional ℝ H)
      {W : H →L[ℝ] H}
      (hW :
        OperatorRidgelet.IsTraceClassCovariance
          W)
      (e : HilbertBasis ℕ ℝ H) (w : ℕ → ℝ)
      (hw : ∀ (j : ℕ), 0 < w j)
      (hWe : ∀ (j : ℕ), W (e j) = w j • e j)
      (t t' : ℝ) :
      t ≠ t' →
        Disjoint
          (OperatorRidgelet.strongLawSet (⇑e)
            w t)
          (OperatorRidgelet.strongLawSet (⇑e)
            w t')
    **Proposition [prop:D.3]** Dilation obstruction.  The sets `E_t` are pairwise
    disjoint. 
  • complete
    theorem OperatorRidgelet.Paper.prop_D_3_i_c.{u_1} {H : Type u_1}
      [NormedAddCommGroup H] [InnerProductSpace ℝ H] [CompleteSpace H]
      [SecondCountableTopology H] [MeasurableSpace H] [BorelSpace H]
      (hH : ¬FiniteDimensional ℝ H) {W : H →L[ℝ] H}
      (hW : OperatorRidgelet.IsTraceClassCovariance W)
      (e : HilbertBasis ℕ ℝ H) (w : ℕ → ℝ) (hw : ∀ (j : ℕ), 0 < w j)
      (hWe : ∀ (j : ℕ), W (e j) = w j • e j)
      (γ : ℝ → MeasureTheory.Measure H)
      (hγ :
        ∀ (t : ℝ),
          0 < t → OperatorRidgelet.IsCenteredGaussian (t • W) (γ t))
      (t : ℝ) : 0 < t → (γ t) (OperatorRidgelet.strongLawSet (⇑e) w t) = 1
    theorem OperatorRidgelet.Paper.prop_D_3_i_c.{u_1}
      {H : Type u_1} [NormedAddCommGroup H]
      [InnerProductSpace ℝ H]
      [CompleteSpace H]
      [SecondCountableTopology H]
      [MeasurableSpace H] [BorelSpace H]
      (hH : ¬FiniteDimensional ℝ H)
      {W : H →L[ℝ] H}
      (hW :
        OperatorRidgelet.IsTraceClassCovariance
          W)
      (e : HilbertBasis ℕ ℝ H) (w : ℕ → ℝ)
      (hw : ∀ (j : ℕ), 0 < w j)
      (hWe : ∀ (j : ℕ), W (e j) = w j • e j)
      (γ : ℝ → MeasureTheory.Measure H)
      (hγ :
        ∀ (t : ℝ),
          0 < t →
            OperatorRidgelet.IsCenteredGaussian
              (t • W) (γ t))
      (t : ℝ) :
      0 < t →
        (γ t)
            (OperatorRidgelet.strongLawSet
              (⇑e) w t) =
          1
    **Proposition [prop:D.3]** Dilation obstruction.  For `t > 0`,
    `𝒩(0,tW)(E_t) = 1`. 
  • complete
    theorem OperatorRidgelet.Paper.prop_D_3_i_d.{u_1} {H : Type u_1}
      [NormedAddCommGroup H] [InnerProductSpace ℝ H] [CompleteSpace H]
      [SecondCountableTopology H] [MeasurableSpace H] [BorelSpace H]
      (hH : ¬FiniteDimensional ℝ H) {W : H →L[ℝ] H}
      (hW : OperatorRidgelet.IsTraceClassCovariance W)
      (e : HilbertBasis ℕ ℝ H) (w : ℕ → ℝ) (hw : ∀ (j : ℕ), 0 < w j)
      (hWe : ∀ (j : ℕ), W (e j) = w j • e j)
      (γ : ℝ → MeasureTheory.Measure H)
      (hγ :
        ∀ (t : ℝ),
          0 < t → OperatorRidgelet.IsCenteredGaussian (t • W) (γ t))
      (ν : MeasureTheory.Measure H) :
      MeasureTheory.SigmaFinite ν →
        {t | 0 < t ∧ (γ t).AbsolutelyContinuous ν}.Countable
    theorem OperatorRidgelet.Paper.prop_D_3_i_d.{u_1}
      {H : Type u_1} [NormedAddCommGroup H]
      [InnerProductSpace ℝ H]
      [CompleteSpace H]
      [SecondCountableTopology H]
      [MeasurableSpace H] [BorelSpace H]
      (hH : ¬FiniteDimensional ℝ H)
      {W : H →L[ℝ] H}
      (hW :
        OperatorRidgelet.IsTraceClassCovariance
          W)
      (e : HilbertBasis ℕ ℝ H) (w : ℕ → ℝ)
      (hw : ∀ (j : ℕ), 0 < w j)
      (hWe : ∀ (j : ℕ), W (e j) = w j • e j)
      (γ : ℝ → MeasureTheory.Measure H)
      (hγ :
        ∀ (t : ℝ),
          0 < t →
            OperatorRidgelet.IsCenteredGaussian
              (t • W) (γ t))
      (ν : MeasureTheory.Measure H) :
      MeasureTheory.SigmaFinite ν →
        {t |
            0 < t ∧
              (γ t).AbsolutelyContinuous
                ν}.Countable
    **Proposition [prop:D.3]** Dilation obstruction.  Consequently a σ-finite
    measure dominates `𝒩(0,tW)` for at most countably many `t > 0`. 
  • complete
    theorem OperatorRidgelet.Paper.prop_D_3_ii.{u_1} {H : Type u_1}
      [NormedAddCommGroup H] [InnerProductSpace ℝ H] [CompleteSpace H]
      [SecondCountableTopology H] [MeasurableSpace H] [BorelSpace H]
      (hH : ¬FiniteDimensional ℝ H) {W : H →L[ℝ] H}
      (hW : OperatorRidgelet.IsTraceClassCovariance W)
      (e : HilbertBasis ℕ ℝ H) (w : ℕ → ℝ) (hw : ∀ (j : ℕ), 0 < w j)
      (hWe : ∀ (j : ℕ), W (e j) = w j • e j) (γW : MeasureTheory.Measure H)
      (hγW : OperatorRidgelet.IsCenteredGaussian W γW) (r : ℝ → ℝ)
      (hr : Measurable r) (hrb : ∃ M, ∀ (ω : ℝ), |r ω| ≤ M)
      (hr0 : 0 < MeasureTheory.volume {ω | r ω ≠ 0}) :
      ¬∃ m,
          MeasureTheory.IsFiniteMeasure m ∧
            ∃ h,
              MeasureTheory.Integrable h m ∧
                ∀ᵐ (ω : ℝ),
                  ω ≠ 0 →
                    ∀ (E : Set H),
                      MeasurableSet E →
                        ∫ (q : H × ℝ) in E ×ˢ Set.univ,
                            Complex.exp (↑(ω * q.2) * Complex.I) * h q ∂m =
                          ↑(r ω) *
                            ↑((MeasureTheory.Measure.map (fun a => ω⁻¹ • a)
                                    γW)
                                  E).toReal
    theorem OperatorRidgelet.Paper.prop_D_3_ii.{u_1}
      {H : Type u_1} [NormedAddCommGroup H]
      [InnerProductSpace ℝ H]
      [CompleteSpace H]
      [SecondCountableTopology H]
      [MeasurableSpace H] [BorelSpace H]
      (hH : ¬FiniteDimensional ℝ H)
      {W : H →L[ℝ] H}
      (hW :
        OperatorRidgelet.IsTraceClassCovariance
          W)
      (e : HilbertBasis ℕ ℝ H) (w : ℕ → ℝ)
      (hw : ∀ (j : ℕ), 0 < w j)
      (hWe : ∀ (j : ℕ), W (e j) = w j • e j)
      (γW : MeasureTheory.Measure H)
      (hγW :
        OperatorRidgelet.IsCenteredGaussian W
          γW)
      (r : ℝ → ℝ) (hr : Measurable r)
      (hrb : ∃ M, ∀ (ω : ℝ), |r ω| ≤ M)
      (hr0 :
        0 <
          MeasureTheory.volume
            {ω | r ω ≠ 0}) :
      ¬∃ m,
          MeasureTheory.IsFiniteMeasure m ∧
            ∃ h,
              MeasureTheory.Integrable h m ∧
                ∀ᵐ (ω : ℝ),
                  ω ≠ 0 →
                    ∀ (E : Set H),
                      MeasurableSet E →
                        ∫ (q : H × ℝ) in
                            E ×ˢ Set.univ,
                            Complex.exp
                                (↑(ω * q.2) *
                                  Complex.I) *
                              h q ∂m =
                          ↑(r ω) *
                            ↑((MeasureTheory.Measure.map
                                    (fun a =>
                                      ω⁻¹ • a)
                                    γW)
                                  E).toReal
    **Proposition [prop:D.3]** Dilation obstruction.  For a bounded Borel `r`
    with `{r ≠ 0}` of positive Lebesgue measure, no finite complex Borel measure `Γ = h m` on
    `H × ℝ` (a finite measure `m` with an integrable density `h`) has bias slices
    `Γ⁺_ω(E) = ∫_{E×ℝ} e^{iωc} Γ(da,dc) = r(ω) (D_{1/ω})_# 𝒩(0,W)(E)` for almost every `ω ≠ 0`. 
Proof for Proposition D.3
uses 0

The strong law of large numbers for the independent normalized Gaussian coordinates gives \mathcal N(0,tW)(E_t)=1, a \sigma-finite measure has at most countably many disjoint sets of positive measure, and a measure \Gamma as in (ii) would give a finite measure dominating \mathcal N(0,W/\omega^2) for uncountably many \omega.