D.4 Why the spectral measure cannot be dilated
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OperatorRidgelet.Paper.prop_D_3_i_a[complete] -
OperatorRidgelet.Paper.prop_D_3_i_b[complete] -
OperatorRidgelet.Paper.prop_D_3_i_c[complete] -
OperatorRidgelet.Paper.prop_D_3_i_d[complete] -
OperatorRidgelet.Paper.prop_D_3_ii[complete]
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
Associated Lean declarations
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OperatorRidgelet.Paper.prop_D_3_i_a[complete]
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OperatorRidgelet.Paper.prop_D_3_i_b[complete]
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OperatorRidgelet.Paper.prop_D_3_i_c[complete]
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OperatorRidgelet.Paper.prop_D_3_i_d[complete]
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OperatorRidgelet.Paper.prop_D_3_ii[complete]
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OperatorRidgelet.Paper.prop_D_3_i_a[complete] -
OperatorRidgelet.Paper.prop_D_3_i_b[complete] -
OperatorRidgelet.Paper.prop_D_3_i_c[complete] -
OperatorRidgelet.Paper.prop_D_3_i_d[complete] -
OperatorRidgelet.Paper.prop_D_3_ii[complete]
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theoremdefined in OperatorRidgelet/Paper/Transform.leancomplete
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.
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theoremdefined in OperatorRidgelet/Paper/Transform.leancomplete
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.
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theoremdefined in OperatorRidgelet/Paper/Transform.leancomplete
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`.
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theoremdefined in OperatorRidgelet/Paper/Transform.leancomplete
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`.
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theoremdefined in OperatorRidgelet/Paper/Transform.leancomplete
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`.
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.