production module
AutoSamplingTheory.ExampleCases.ProximalBPS.ReflectionIntertwining
Read the mathematical statements and proofs in order
2 named declarations scanned from AutoSamplingTheory/ExampleCases/ProximalBPS/ReflectionIntertwining.lean.
Declarations
def AutoSamplingTheory.ExampleCases.ProximalBPS.ReflectionIntertwining.actual_reflection_intertwining_statement Partial Not mapped
No declaration docstring.
private def actual_reflection_intertwining_statement
{E : Type*} [NormedAddCommGroup E] [InnerProductSpace ℝ E]
[FiniteDimensional ℝ E] [MeasurableSpace E] [BorelSpace E]
{V : E → ℝ} {α β : ℝ≥0} {η : ℝ}
(hα : 0 < (α : ℝ)) (hαβ : α ≤ β) (hV : ContDiff ℝ 2 V)
(hH : ∀ x v : E,
(α : ℝ)*‖v‖^2 ≤ (fderiv ℝ (fderiv ℝ V) x v) v ∧
(fderiv ℝ (fderiv ℝ V) x v) v ≤ (β : ℝ)*‖v‖^2)
(hη : 0 < η) (hβη : (β : ℝ)*η ≤ 1) : Prop :=
let μ := (volume : Measure E).tilted (fun x => -V x)
let J := (μ.prod (stdGaussian E)).map
(fun p : E × E => (p.1,p.1+Real.sqrt η • p.2))
let ν := J.snd
let Λ := J.map (fun p : E × E => (p.2,(2 : ℝ) • p.1-p.2))
let F := fun p : E × E => (p.1,(2 : ℝ) • p.1-p.2)
let mY := MeasurableSpace.comap Prod.snd (inferInstance : MeasurableSpace E)
letI : MeasurableSpace (E × E) := Prod.instMeasurableSpace
letI : Fact (mY ≤ (inferInstance : MeasurableSpace (E × E))) :=
⟨measurable_snd.comap_le⟩
let HP := lpMeas ℝ ℝ mY 2 J
let P : Lp ℝ 2 J →L[ℝ] Lp ℝ 2 J :=
HP.subtypeL ∘L condExpL2 ℝ ℝ (μ := J) measurable_snd.comap_le
let hp : MeasurePreserving (Prod.snd : E × E → E) J ν := ⟨measurable_snd,rfl⟩
let M : Lp ℝ 2 ν →ₗᵢ[ℝ] Lp ℝ 2 J := Lp.compMeasurePreservingₗᵢ ℝ Prod.snd hp
IsProbabilityMeasure μ ∧ IsProbabilityMeasure J ∧ IsProbabilityMeasure ν ∧
HP = P.toLinearMap.range ∧
(∀ f : HP, P (f : Lp ℝ 2 J) = f) ∧
∃ S : Kernel E E, IsMarkovKernel S ∧
(∀ y, S y = (volume : Measure E).tilted
(fun x => -V ((1/2 : ℝ) • (y+x)) - ‖y-x‖^2/(8*η))) ∧
Λ.IsCondKernel S ∧ Λ.fst = ν ∧ Λ.snd = ν ∧
∃ e : Lp ℝ 2 ν ≃ₗᵢ[ℝ] HP,
(∀ u : Lp ℝ 2 ν, (e u : Lp ℝ 2 J) = M u) ∧
∃ U : Lp ℝ 2 J →ₗᵢ[ℝ] Lp ℝ 2 J,
(∀ g : Lp ℝ 2 J, (U g : E × E → ℝ) =ᵐ[J] g ∘ F) ∧
Function.Involutive U ∧ IsSelfAdjoint U.toContinuousLinearMap ∧
∃ T : Lp ℝ 2 ν →L[ℝ] Lp ℝ 2 ν,
IsSelfAdjoint T ∧
(∀ u : Lp ℝ 2 ν,
‖T u‖ ≤ ‖u‖ ∧
(T u : E → ℝ) =ᵐ[ν] (fun y => ∫ x, u x ∂S y) ∧
(∫ y, T u y ∂ν) = ∫ y, u y ∂ν) ∧
let A : HP →L[ℝ] HP :=
HP.orthogonalProjectionOnto ∘L U.toContinuousLinearMap ∘L HP.subtypeL
-- Source excerpt truncated; follow the exact source link.
AutoSamplingTheory/ExampleCases/ProximalBPS/ReflectionIntertwining.lean:17published source at ed709a7f320d
Excerpt truncated; the exact source link is authoritative.
theorem AutoSamplingTheory.ExampleCases.ProximalBPS.ReflectionIntertwining.actual_reflection_intertwining Partial Not mapped
Read the complete mathematical statement and proof, with Lean below each
No declaration docstring.
theorem actual_reflection_intertwining
{E : Type*} [NormedAddCommGroup E] [InnerProductSpace ℝ E]
[FiniteDimensional ℝ E] [MeasurableSpace E] [BorelSpace E]
{V : E → ℝ} {α β : ℝ≥0} {η : ℝ}
(hα : 0 < (α : ℝ)) (hαβ : α ≤ β) (hV : ContDiff ℝ 2 V)
(hH : ∀ x v : E,
(α : ℝ)*‖v‖^2 ≤ (fderiv ℝ (fderiv ℝ V) x v) v ∧
(fderiv ℝ (fderiv ℝ V) x v) v ≤ (β : ℝ)*‖v‖^2)
(hη : 0 < η) (hβη : (β : ℝ)*η ≤ 1) : actual_reflection_intertwining_statement (E := E) (V := V) (α := α) (β := β) (η := η) hα hαβ hV hH hη hβη := by
classical
let μ := (volume : Measure E).tilted (fun x => -V x)
let J := (μ.prod (stdGaussian E)).map
(fun p : E × E => (p.1,p.1+Real.sqrt η • p.2))
let ν := J.snd
let mY : MeasurableSpace (E × E) := MeasurableSpace.comap Prod.snd (inferInstance : MeasurableSpace E)
letI : MeasurableSpace (E × E) := Prod.instMeasurableSpace
letI : Fact (mY ≤ (inferInstance : MeasurableSpace (E × E))) := ⟨measurable_snd.comap_le⟩
let HP := lpMeas ℝ ℝ mY 2 J
letI : NormedAddCommGroup HP := HP.normedAddCommGroup
letI : InnerProductSpace ℝ HP := HP.innerProductSpace
let P : Lp ℝ 2 J →L[ℝ] Lp ℝ 2 J :=
HP.subtypeL ∘L condExpL2 ℝ ℝ (μ := J) measurable_snd.comap_le
have hBase := AutoSamplingTheory.ExampleCases.ProximalBPS.ActualRootCommutation.actual_same_root_inverse_commutation
(E:=E) (V:=V) (α:=α) (β:=β) (η:=η) hα hαβ hV hH hη hβη
have parentSlice0 := hBase
have hμ := parentSlice0.1
have parentSlice1 := parentSlice0.2
have hJ := parentSlice1.1
have parentSlice2 := parentSlice1.2
have hν := parentSlice2.1
have parentSlice3 := parentSlice2.2
have hRange := parentSlice3.1
have parentSlice4 := parentSlice3.2
have hPf := parentSlice4.1
have parentSlice5 := parentSlice4.2
obtain ⟨S, parentSlice6⟩ := parentSlice5
have hS := parentSlice6.1
have parentSlice7 := parentSlice6.2
have hSd := parentSlice7.1
have parentSlice8 := parentSlice7.2
have hSc := parentSlice8.1
have parentSlice9 := parentSlice8.2
have hSf := parentSlice9.1
have parentSlice10 := parentSlice9.2
-- Source excerpt truncated; follow the exact source link.
AutoSamplingTheory/ExampleCases/ProximalBPS/ReflectionIntertwining.lean:125published source at ed709a7f320dOpen detailed card
Excerpt truncated; the exact source link is authoritative.
Complete Lean source
AutoSamplingTheory/ExampleCases/ProximalBPS/ReflectionIntertwining.lean — full module with imports and context
import AutoSamplingTheory.ExampleCases.ProximalBPS.ActualRootCommutation
/-!
# Actual PBPS reflection intertwining
Chen--Chewi--Lu--Zhang, arXiv:2609.06905v1, Appendix B.1 and B.3,
the full micro-space intertwining used in (B.21) and Lemma B.4.
The private literal statement preserves all original inputs and witnesses.
-/
namespace AutoSamplingTheory.ExampleCases.ProximalBPS.ReflectionIntertwining
open MeasureTheory ProbabilityTheory InnerProductSpace
open scoped RealInnerProductSpace ContDiff NNReal Topology ENNReal
noncomputable section
set_option autoImplicit false
set_option maxHeartbeats 2000000
private def actual_reflection_intertwining_statement
{E : Type*} [NormedAddCommGroup E] [InnerProductSpace ℝ E]
[FiniteDimensional ℝ E] [MeasurableSpace E] [BorelSpace E]
{V : E → ℝ} {α β : ℝ≥0} {η : ℝ}
(hα : 0 < (α : ℝ)) (hαβ : α ≤ β) (hV : ContDiff ℝ 2 V)
(hH : ∀ x v : E,
(α : ℝ)*‖v‖^2 ≤ (fderiv ℝ (fderiv ℝ V) x v) v ∧
(fderiv ℝ (fderiv ℝ V) x v) v ≤ (β : ℝ)*‖v‖^2)
(hη : 0 < η) (hβη : (β : ℝ)*η ≤ 1) : Prop :=
let μ := (volume : Measure E).tilted (fun x => -V x)
let J := (μ.prod (stdGaussian E)).map
(fun p : E × E => (p.1,p.1+Real.sqrt η • p.2))
let ν := J.snd
let Λ := J.map (fun p : E × E => (p.2,(2 : ℝ) • p.1-p.2))
let F := fun p : E × E => (p.1,(2 : ℝ) • p.1-p.2)
let mY := MeasurableSpace.comap Prod.snd (inferInstance : MeasurableSpace E)
letI : MeasurableSpace (E × E) := Prod.instMeasurableSpace
letI : Fact (mY ≤ (inferInstance : MeasurableSpace (E × E))) :=
⟨measurable_snd.comap_le⟩
let HP := lpMeas ℝ ℝ mY 2 J
let P : Lp ℝ 2 J →L[ℝ] Lp ℝ 2 J :=
HP.subtypeL ∘L condExpL2 ℝ ℝ (μ := J) measurable_snd.comap_le
let hp : MeasurePreserving (Prod.snd : E × E → E) J ν := ⟨measurable_snd,rfl⟩
let M : Lp ℝ 2 ν →ₗᵢ[ℝ] Lp ℝ 2 J := Lp.compMeasurePreservingₗᵢ ℝ Prod.snd hp
IsProbabilityMeasure μ ∧ IsProbabilityMeasure J ∧ IsProbabilityMeasure ν ∧
HP = P.toLinearMap.range ∧
(∀ f : HP, P (f : Lp ℝ 2 J) = f) ∧
∃ S : Kernel E E, IsMarkovKernel S ∧
(∀ y, S y = (volume : Measure E).tilted
(fun x => -V ((1/2 : ℝ) • (y+x)) - ‖y-x‖^2/(8*η))) ∧
Λ.IsCondKernel S ∧ Λ.fst = ν ∧ Λ.snd = ν ∧
∃ e : Lp ℝ 2 ν ≃ₗᵢ[ℝ] HP,
(∀ u : Lp ℝ 2 ν, (e u : Lp ℝ 2 J) = M u) ∧
∃ U : Lp ℝ 2 J →ₗᵢ[ℝ] Lp ℝ 2 J,
(∀ g : Lp ℝ 2 J, (U g : E × E → ℝ) =ᵐ[J] g ∘ F) ∧
Function.Involutive U ∧ IsSelfAdjoint U.toContinuousLinearMap ∧
∃ T : Lp ℝ 2 ν →L[ℝ] Lp ℝ 2 ν,
IsSelfAdjoint T ∧
(∀ u : Lp ℝ 2 ν,
‖T u‖ ≤ ‖u‖ ∧
(T u : E → ℝ) =ᵐ[ν] (fun y => ∫ x, u x ∂S y) ∧
(∫ y, T u y ∂ν) = ∫ y, u y ∂ν) ∧
let A : HP →L[ℝ] HP :=
HP.orthogonalProjectionOnto ∘L U.toContinuousLinearMap ∘L HP.subtypeL
let B : HP →L[ℝ] Lp ℝ 2 J :=
(((1 : Lp ℝ 2 J →L[ℝ] Lp ℝ 2 J)-P)*U.toContinuousLinearMap*P) ∘L HP.subtypeL
A = e.conjStarAlgEquiv T ∧ IsSelfAdjoint A ∧
(∀ f : HP, ‖A f‖ ≤ ‖f‖) ∧
(∀ f : HP, P (B f) = 0) ∧
∃ Γ : Lp ℝ 2 ν →L[ℝ] Lp ℝ 2 ν,
Γ.IsPositive ∧ Γ*Γ=(1 : Lp ℝ 2 ν →L[ℝ] Lp ℝ 2 ν)-T*T ∧
Commute Γ T ∧
let ΓP : HP →L[ℝ] HP := e.conjStarAlgEquiv Γ
ΓP.IsPositive ∧ ΓP*ΓP=(1 : HP →L[ℝ] HP)-A*A ∧
Commute ΓP A ∧
B.adjoint ∘L B = ΓP*ΓP ∧
∃ q : Lp ℝ 2 ν,
(q : E → ℝ) =ᵐ[ν] (fun _ => (1 : ℝ)) ∧ T q = q ∧
(∀ u : Lp ℝ 2 ν, inner ℝ q u = ∫ y, u y ∂ν) ∧
let qP : HP := e q
let HP0 := (innerSL ℝ qP).ker
letI : NormedAddCommGroup HP0 := HP0.normedAddCommGroup
letI : InnerProductSpace ℝ HP0 := HP0.innerProductSpace
letI : CompleteSpace HP0 := (innerSL ℝ qP).isClosed_ker.completeSpace_coe
let γ : ℝ := 2*Real.sqrt ((α : ℝ)*η)/(1+(α : ℝ)*η)
(∀ f : HP, f ∈ HP0 ↔ (∫ y, (e.symm f) y ∂ν) = 0) ∧
ΓP qP = 0 ∧ 0 < γ ∧
∃ ΓP0 : HP0 →L[ℝ] HP0,
(∀ f : HP0, (ΓP0 f : HP) = ΓP (f : HP)) ∧
ΓP0.IsPositive ∧ (ΓP0-γ • (1 : HP0 →L[ℝ] HP0)).IsPositive ∧
IsUnit ΓP0 ∧
∃ Inv : HP0 →L[ℝ] HP0,
Inv*ΓP0=(1 : HP0 →L[ℝ] HP0) ∧
ΓP0*Inv=(1 : HP0 →L[ℝ] HP0) ∧ ‖Inv‖ ≤ 1/γ ∧
IsSelfAdjoint Inv ∧
∃ A0 : HP0 →L[ℝ] HP0,
(∀ u : HP0, (A0 u : HP)=A (u : HP)) ∧
IsSelfAdjoint A0 ∧ Commute A0 ΓP0 ∧
A0*A0+ΓP0*ΓP0=(1 : HP0 →L[ℝ] HP0) ∧
Commute A0 Inv ∧
let Hperp := P.ker
letI : NormedAddCommGroup Hperp := Hperp.normedAddCommGroup
letI : InnerProductSpace ℝ Hperp := Hperp.innerProductSpace
letI : CompleteSpace Hperp := P.isClosed_ker.completeSpace_coe
∃ B0 : HP0 →L[ℝ] Hperp,
(∀ f : HP0, (B0 f : Lp ℝ 2 J) = B (f : HP)) ∧
∃ V0 : HP0 →L[ℝ] Hperp,
V0 = B0 ∘L Inv ∧ B0 = V0 ∘L ΓP0 ∧
V0.adjoint ∘L V0 = (1 : HP0 →L[ℝ] HP0) ∧
(∀ f : HP0, ‖V0 f‖ = ‖f‖) ∧
∃ R : Lp ℝ 2 J →L[ℝ] Hperp,
(∀ g : Lp ℝ 2 J, (R g : Lp ℝ 2 J)=g-P g) ∧
(∀ g : Lp ℝ 2 J,
B.adjoint g=HP0.subtypeL (B0.adjoint (R g))) ∧
let D : Hperp →L[ℝ] Hperp :=
R ∘L U.toContinuousLinearMap ∘L Hperp.subtypeL
(∀ h : Hperp, (D h : Lp ℝ 2 J)=
U (h : Lp ℝ 2 J)-P (U (h : Lp ℝ 2 J))) ∧
V0.adjoint ∘L D = -(A0 ∘L V0.adjoint) ∧
(∀ f : Lp ℝ 2 J, (∫ z, f z ∂J)=0 →
∃ fP : HP0,
HP0.subtypeL fP=condExpL2 ℝ ℝ (μ:=J) measurable_snd.comap_le f ∧
let fperp : Hperp := R f
let fV : HP0 := V0.adjoint fperp
B.adjoint (fperp : Lp ℝ 2 J)=HP0.subtypeL (ΓP0 fV) ∧
HP0.subtypeL (ΓP0 fV)=ΓP (HP0.subtypeL fV) ∧
‖f‖^2=‖fP‖^2+‖fperp‖^2 ∧ ‖fV‖≤‖fperp‖)
theorem actual_reflection_intertwining
{E : Type*} [NormedAddCommGroup E] [InnerProductSpace ℝ E]
[FiniteDimensional ℝ E] [MeasurableSpace E] [BorelSpace E]
{V : E → ℝ} {α β : ℝ≥0} {η : ℝ}
(hα : 0 < (α : ℝ)) (hαβ : α ≤ β) (hV : ContDiff ℝ 2 V)
(hH : ∀ x v : E,
(α : ℝ)*‖v‖^2 ≤ (fderiv ℝ (fderiv ℝ V) x v) v ∧
(fderiv ℝ (fderiv ℝ V) x v) v ≤ (β : ℝ)*‖v‖^2)
(hη : 0 < η) (hβη : (β : ℝ)*η ≤ 1) : actual_reflection_intertwining_statement (E := E) (V := V) (α := α) (β := β) (η := η) hα hαβ hV hH hη hβη := by
classical
let μ := (volume : Measure E).tilted (fun x => -V x)
let J := (μ.prod (stdGaussian E)).map
(fun p : E × E => (p.1,p.1+Real.sqrt η • p.2))
let ν := J.snd
let mY : MeasurableSpace (E × E) := MeasurableSpace.comap Prod.snd (inferInstance : MeasurableSpace E)
letI : MeasurableSpace (E × E) := Prod.instMeasurableSpace
letI : Fact (mY ≤ (inferInstance : MeasurableSpace (E × E))) := ⟨measurable_snd.comap_le⟩
let HP := lpMeas ℝ ℝ mY 2 J
letI : NormedAddCommGroup HP := HP.normedAddCommGroup
letI : InnerProductSpace ℝ HP := HP.innerProductSpace
let P : Lp ℝ 2 J →L[ℝ] Lp ℝ 2 J :=
HP.subtypeL ∘L condExpL2 ℝ ℝ (μ := J) measurable_snd.comap_le
have hBase := AutoSamplingTheory.ExampleCases.ProximalBPS.ActualRootCommutation.actual_same_root_inverse_commutation
(E:=E) (V:=V) (α:=α) (β:=β) (η:=η) hα hαβ hV hH hη hβη
have parentSlice0 := hBase
have hμ := parentSlice0.1
have parentSlice1 := parentSlice0.2
have hJ := parentSlice1.1
have parentSlice2 := parentSlice1.2
have hν := parentSlice2.1
have parentSlice3 := parentSlice2.2
have hRange := parentSlice3.1
have parentSlice4 := parentSlice3.2
have hPf := parentSlice4.1
have parentSlice5 := parentSlice4.2
obtain ⟨S, parentSlice6⟩ := parentSlice5
have hS := parentSlice6.1
have parentSlice7 := parentSlice6.2
have hSd := parentSlice7.1
have parentSlice8 := parentSlice7.2
have hSc := parentSlice8.1
have parentSlice9 := parentSlice8.2
have hSf := parentSlice9.1
have parentSlice10 := parentSlice9.2
have hSs := parentSlice10.1
have parentSlice11 := parentSlice10.2
obtain ⟨e, parentSlice12⟩ := parentSlice11
have he := parentSlice12.1
have parentSlice13 := parentSlice12.2
obtain ⟨U, parentSlice14⟩ := parentSlice13
have hU := parentSlice14.1
have parentSlice15 := parentSlice14.2
have hUi := parentSlice15.1
have parentSlice16 := parentSlice15.2
have hUs := parentSlice16.1
have parentSlice17 := parentSlice16.2
obtain ⟨T, parentSlice18⟩ := parentSlice17
have hTs := parentSlice18.1
have parentSlice19 := parentSlice18.2
have hAll := parentSlice19.1
have parentSlice20 := parentSlice19.2
have hAeq := parentSlice20.1
have parentSlice21 := parentSlice20.2
have hAs := parentSlice21.1
have parentSlice22 := parentSlice21.2
have hAn := parentSlice22.1
have parentSlice23 := parentSlice22.2
have hPB := parentSlice23.1
have parentSlice24 := parentSlice23.2
obtain ⟨Γ, parentSlice25⟩ := parentSlice24
have hΓ := parentSlice25.1
have parentSlice26 := parentSlice25.2
have hΓSq := parentSlice26.1
have parentSlice27 := parentSlice26.2
have hCommRoot := parentSlice27.1
have parentSlice28 := parentSlice27.2
have hΓP := parentSlice28.1
have parentSlice29 := parentSlice28.2
have hΓPSq := parentSlice29.1
have parentSlice30 := parentSlice29.2
have hCommP := parentSlice30.1
have parentSlice31 := parentSlice30.2
have hGram := parentSlice31.1
have parentSlice32 := parentSlice31.2
obtain ⟨q, parentSlice33⟩ := parentSlice32
have hqa := parentSlice33.1
have parentSlice34 := parentSlice33.2
have hTq := parentSlice34.1
have parentSlice35 := parentSlice34.2
have hq := parentSlice35.1
have parentSlice36 := parentSlice35.2
have hCenter := parentSlice36.1
have parentSlice37 := parentSlice36.2
have hΓPq := parentSlice37.1
have parentSlice38 := parentSlice37.2
have hγ := parentSlice38.1
have parentSlice39 := parentSlice38.2
obtain ⟨ΓP0, parentSlice40⟩ := parentSlice39
have hΓP0 := parentSlice40.1
have parentSlice41 := parentSlice40.2
have hPos0 := parentSlice41.1
have parentSlice42 := parentSlice41.2
have hOrder0 := parentSlice42.1
have parentSlice43 := parentSlice42.2
have hUnit := parentSlice43.1
have parentSlice44 := parentSlice43.2
obtain ⟨Inv, parentSlice45⟩ := parentSlice44
have hLeft := parentSlice45.1
have parentSlice46 := parentSlice45.2
have hRight := parentSlice46.1
have parentSlice47 := parentSlice46.2
have hNormInv := parentSlice47.1
have parentSlice48 := parentSlice47.2
have hInvSelf := parentSlice48.1
have parentSlice49 := parentSlice48.2
obtain ⟨A0, parentSlice50⟩ := parentSlice49
have hA0 := parentSlice50.1
have parentSlice51 := parentSlice50.2
have hA0self := parentSlice51.1
have parentSlice52 := parentSlice51.2
have hComm0 := parentSlice52.1
have parentSlice53 := parentSlice52.2
have hSquare0 := parentSlice53.1
have parentSlice54 := parentSlice53.2
have hCommInv := parentSlice54.1
have parentSlice55 := parentSlice54.2
obtain ⟨B0, parentSlice56⟩ := parentSlice55
have hB0 := parentSlice56.1
have parentSlice57 := parentSlice56.2
obtain ⟨V0, parentSlice58⟩ := parentSlice57
have hVdef := parentSlice58.1
have parentSlice59 := parentSlice58.2
have hFactor := parentSlice59.1
have parentSlice60 := parentSlice59.2
have hVadj := parentSlice60.1
have parentSlice61 := parentSlice60.2
have hVnorm := parentSlice61.1
have parentSlice62 := parentSlice61.2
obtain ⟨R, parentSlice63⟩ := parentSlice62
have hR := parentSlice63.1
have parentSlice64 := parentSlice63.2
have hAmbient := parentSlice64.1
have parentSlice65 := parentSlice64.2
have hGlobal := parentSlice65
let A : HP →L[ℝ] HP := HP.orthogonalProjectionOnto ∘L U.toContinuousLinearMap ∘L HP.subtypeL
let B : HP →L[ℝ] Lp ℝ 2 J :=
(((1 : Lp ℝ 2 J →L[ℝ] Lp ℝ 2 J)-P)*U.toContinuousLinearMap*P) ∘L HP.subtypeL
let ΓP : HP →L[ℝ] HP := e.conjStarAlgEquiv Γ
let qP : HP := e q
let HP0 := (innerSL ℝ qP).ker
letI : NormedAddCommGroup HP0 := HP0.normedAddCommGroup
letI : InnerProductSpace ℝ HP0 := HP0.innerProductSpace
letI : CompleteSpace HP0 := (innerSL ℝ qP).isClosed_ker.completeSpace_coe
let Hperp := P.ker
letI : NormedAddCommGroup Hperp := Hperp.normedAddCommGroup
letI : InnerProductSpace ℝ Hperp := Hperp.innerProductSpace
letI : CompleteSpace Hperp := P.isClosed_ker.completeSpace_coe
change HP0 →L[ℝ] Hperp at B0 V0
change HP0 →L[ℝ] HP0 at ΓP0 Inv A0
change Lp ℝ 2 J →L[ℝ] Hperp at R
change (∀ g : Lp ℝ 2 J, (R g : Lp ℝ 2 J)=g-P g) at hR
change (∀ g : Lp ℝ 2 J,
B.adjoint g=HP0.subtypeL (B0.adjoint (R g))) at hAmbient
change (∀ f : Lp ℝ 2 J, (∫ z, f z ∂J)=0 →
∃ fP : HP0,
HP0.subtypeL fP=condExpL2 ℝ ℝ (μ:=J) measurable_snd.comap_le f ∧
let fperp : Hperp := R f
let fV : HP0 := V0.adjoint fperp
B.adjoint (fperp : Lp ℝ 2 J)=HP0.subtypeL (ΓP0 fV) ∧
HP0.subtypeL (ΓP0 fV)=ΓP (HP0.subtypeL fV) ∧
‖f‖^2=‖fP‖^2+‖fperp‖^2 ∧ ‖fV‖≤‖fperp‖) at hGlobal
let D : Hperp →L[ℝ] Hperp := R ∘L U.toContinuousLinearMap ∘L Hperp.subtypeL
have hD (h : Hperp) : (D h : Lp ℝ 2 J)=
U (h : Lp ℝ 2 J)-P (U (h : Lp ℝ 2 J)) := hR (U (h : Lp ℝ 2 J))
letI : IsProbabilityMeasure μ := hμ
obtain ⟨ρ,hρ,hρf,U2,hU2,hU2i,hU2s,hρp,hBB,hBD,hBE⟩ :=
AutoSamplingTheory.ExampleCases.ProximalBPS.ReflectionL2.actual_reflection_block_identities μ hη
have hU2eq : U2=U := by
apply LinearIsometry.ext
intro f
apply Lp.ext
exact (hU2 f).trans (hU f).symm
subst U2
let AJ : Lp ℝ 2 J →L[ℝ] Lp ℝ 2 J := P*U.toContinuousLinearMap*P
let BA : Lp ℝ 2 J →L[ℝ] Lp ℝ 2 J := (1-P)*U.toContinuousLinearMap*P
let DA : Lp ℝ 2 J →L[ℝ] Lp ℝ 2 J := (1-P)*U.toContinuousLinearMap*(1-P)
have hBDtyped : BA.adjoint ∘L DA= -(AJ ∘L BA.adjoint) := hBD
have hPself : IsSelfAdjoint P := isSelfAdjoint_starProjection HP
have hAJself : IsSelfAdjoint AJ := by
change star (P*U.toContinuousLinearMap*P)=P*U.toContinuousLinearMap*P
simp only [star_mul,hPself.star_eq,hUs.star_eq,mul_assoc]
let ι : HP0 →L[ℝ] Lp ℝ 2 J := HP.subtypeL ∘L HP0.subtypeL
have hBambient (u : HP0) : BA (ι u)=(B0 u : Lp ℝ 2 J) := (hB0 u).symm
have hAambient (u : HP0) : AJ (ι u)=ι (A0 u) := by
change P (U (P ((u : HP) : Lp ℝ 2 J)))=((A0 u : HP) : Lp ℝ 2 J)
rw [hPf]
change (A (u : HP) : Lp ℝ 2 J)=((A0 u : HP) : Lp ℝ 2 J)
exact congrArg (fun x : HP => (x : Lp ℝ 2 J)) (hA0 u).symm
have hDambient (h : Hperp) : DA (h : Lp ℝ 2 J)=(D h : Lp ℝ 2 J) := by
change U ((h : Lp ℝ 2 J)-P (h : Lp ℝ 2 J))-
P (U ((h : Lp ℝ 2 J)-P (h : Lp ℝ 2 J)))=(D h : Lp ℝ 2 J)
rw [show P (h : Lp ℝ 2 J)=0 from h.property,sub_zero]
exact (hD h).symm
have hB0intertwine : B0.adjoint ∘L D= -(A0 ∘L B0.adjoint) := by
apply ContinuousLinearMap.ext
intro h
apply ext_inner_left ℝ
intro u
change inner ℝ u (B0.adjoint (D h))=inner ℝ u (-(A0 (B0.adjoint h)))
calc
inner ℝ u (B0.adjoint (D h))=inner ℝ (B0 u) (D h) := B0.adjoint_inner_right u (D h)
_ = inner ℝ (BA (ι u)) (DA (h : Lp ℝ 2 J)) := by rw [hBambient,hDambient]; rfl
_ = inner ℝ (ι u) (BA.adjoint (DA (h : Lp ℝ 2 J))) := (BA.adjoint_inner_right _ _).symm
_ = inner ℝ (ι u) (-(AJ (BA.adjoint (h : Lp ℝ 2 J)))) := by
have hb := DFunLike.congr_fun hBDtyped (h : Lp ℝ 2 J)
change BA.adjoint (DA (h : Lp ℝ 2 J))= -(AJ (BA.adjoint (h : Lp ℝ 2 J))) at hb
rw [hb]
_ = -inner ℝ (AJ (ι u)) (BA.adjoint (h : Lp ℝ 2 J)) := by
simpa only [inner_neg_right,hAJself.adjoint_eq] using
congrArg Neg.neg (AJ.adjoint_inner_right (ι u) (BA.adjoint (h : Lp ℝ 2 J)))
_ = -inner ℝ (BA (AJ (ι u))) (h : Lp ℝ 2 J) := by rw [BA.adjoint_inner_right]
_ = -inner ℝ (B0 (A0 u)) h := by rw [hAambient,hBambient]; rfl
_ = -inner ℝ (A0 u) (B0.adjoint h) := by rw [B0.adjoint_inner_right]
_ = inner ℝ u (-(A0 (B0.adjoint h))) := by
simpa only [inner_neg_right,hA0self.adjoint_eq] using
(congrArg Neg.neg (A0.adjoint_inner_right u (B0.adjoint h))).symm
have hVdefTyped : V0=B0 ∘L Inv := hVdef
have hInvSelfTyped : IsSelfAdjoint Inv := hInvSelf
have hVadjEq : V0.adjoint=Inv ∘L B0.adjoint := by
calc
V0.adjoint=(B0 ∘L Inv).adjoint :=
congrArg (fun L : HP0 →L[ℝ] Hperp => L.adjoint) hVdefTyped
_ = Inv.adjoint ∘L B0.adjoint := ContinuousLinearMap.adjoint_comp B0 Inv
_ = Inv ∘L B0.adjoint := by rw [hInvSelfTyped.adjoint_eq]
have hIntertwine : V0.adjoint ∘L D= -(A0 ∘L V0.adjoint) := by
calc
V0.adjoint ∘L D=Inv ∘L (B0.adjoint ∘L D) := by rw [hVadjEq,ContinuousLinearMap.comp_assoc]
_ = Inv ∘L (-(A0 ∘L B0.adjoint)) := by rw [hB0intertwine]
_ = -(A0 ∘L V0.adjoint) := by
apply ContinuousLinearMap.ext
intro h
change Inv (-(A0 (B0.adjoint h)))= -(A0 (V0.adjoint h))
rw [map_neg,hVadjEq]
change -(Inv (A0 (B0.adjoint h)))= -(A0 (Inv (B0.adjoint h)))
exact congrArg Neg.neg (DFunLike.congr_fun hCommInv.eq (B0.adjoint h)).symm
have hFinal :
(∀ h : Hperp, (D h : Lp ℝ 2 J)=U (h : Lp ℝ 2 J)-P (U (h : Lp ℝ 2 J))) ∧
V0.adjoint ∘L D= -(A0 ∘L V0.adjoint) ∧
(∀ f : Lp ℝ 2 J, (∫ z, f z ∂J)=0 →
∃ fP : HP0,
HP0.subtypeL fP=condExpL2 ℝ ℝ (μ:=J) measurable_snd.comap_le f ∧
let fperp : Hperp := R f
let fV : HP0 := V0.adjoint fperp
B.adjoint (fperp : Lp ℝ 2 J)=HP0.subtypeL (ΓP0 fV) ∧
HP0.subtypeL (ΓP0 fV)=ΓP (HP0.subtypeL fV) ∧
‖f‖^2=‖fP‖^2+‖fperp‖^2 ∧ ‖fV‖≤‖fperp‖) := ⟨hD,hIntertwine,hGlobal⟩
unfold actual_reflection_intertwining_statement
refine ⟨hμ, ?_⟩
refine ⟨hJ, ?_⟩
refine ⟨hν, ?_⟩
refine ⟨hRange, ?_⟩
refine ⟨hPf, ?_⟩
refine ⟨S, ?_⟩
refine ⟨hS, ?_⟩
refine ⟨hSd, ?_⟩
refine ⟨hSc, ?_⟩
refine ⟨hSf, ?_⟩
refine ⟨hSs, ?_⟩
refine ⟨e, ?_⟩
refine ⟨he, ?_⟩
refine ⟨U, ?_⟩
refine ⟨hU, ?_⟩
refine ⟨hUi, ?_⟩
refine ⟨hUs, ?_⟩
refine ⟨T, ?_⟩
refine ⟨hTs, ?_⟩
refine ⟨hAll, ?_⟩
refine ⟨hAeq, ?_⟩
refine ⟨hAs, ?_⟩
refine ⟨hAn, ?_⟩
refine ⟨hPB, ?_⟩
refine ⟨Γ, ?_⟩
refine ⟨hΓ, ?_⟩
refine ⟨hΓSq, ?_⟩
refine ⟨hCommRoot, ?_⟩
refine ⟨hΓP, ?_⟩
refine ⟨hΓPSq, ?_⟩
refine ⟨hCommP, ?_⟩
refine ⟨hGram, ?_⟩
refine ⟨q, ?_⟩
refine ⟨hqa, ?_⟩
refine ⟨hTq, ?_⟩
refine ⟨hq, ?_⟩
refine ⟨hCenter, ?_⟩
refine ⟨hΓPq, ?_⟩
refine ⟨hγ, ?_⟩
refine ⟨ΓP0, ?_⟩
refine ⟨hΓP0, ?_⟩
refine ⟨hPos0, ?_⟩
refine ⟨hOrder0, ?_⟩
refine ⟨hUnit, ?_⟩
refine ⟨Inv, ?_⟩
refine ⟨hLeft, ?_⟩
refine ⟨hRight, ?_⟩
refine ⟨hNormInv, ?_⟩
refine ⟨hInvSelf,A0,hA0,hA0self,hComm0,hSquare0,hCommInv,?_⟩
refine ⟨B0, ?_⟩
refine ⟨hB0, ?_⟩
refine ⟨V0, ?_⟩
refine ⟨hVdef, ?_⟩
refine ⟨hFactor, ?_⟩
refine ⟨hVadj, ?_⟩
refine ⟨hVnorm, ?_⟩
refine ⟨R, ?_⟩
refine ⟨hR, ?_⟩
refine ⟨hAmbient, ?_⟩
exact hFinal
end
end AutoSamplingTheory.ExampleCases.ProximalBPS.ReflectionIntertwining
#print axioms AutoSamplingTheory.ExampleCases.ProximalBPS.ReflectionIntertwining.actual_reflection_intertwining