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import OAI.Analysis.InterpolatedFactors.Haar
namespace OAI
noncomputable section
universe u_1 u_2 u_3 u_4 u_5
namespace FreeGroupFactorMain.CyclicSpectral
open MeasureTheory ProbabilityTheory Set
variable {E : Type u_1} [NormedAddCommGroup E] [InnerProductSpace ℂ E] [CompleteSpace E]
variable (A : E →L[ℂ] E) (hA : IsSelfAdjoint A) (ξ : E)
variable [IsProbabilityMeasure (measure A hA ξ)] [NullSingletonClass (measure A hA ξ)]
abbrev UniformAlgebra := C(Icc (0:ℝ) 1,ℂ)
def cdfMap : C(Space A,Icc (0:ℝ) 1) :=
⟨fun x => ⟨cdf (realMeasure A hA ξ) x,cdf_nonneg _ _,cdf_le_one _ _⟩,
((ProbabilityTransform.continuous_cdf (realMeasure A hA ξ)).comp
continuous_subtype_val).subtype_mk _⟩
def uniformHom : UniformAlgebra →⋆ₐ[ℂ] (E →L[ℂ] E) :=
(complexHom A hA).comp (ContinuousMap.compStarAlgHom' ℂ ℂ (cdfMap A hA ξ))
def uniformState (f : UniformAlgebra) : ℂ :=
∫ x:ℝ, f (projIcc 0 1 (by norm_num) x) ∂volume.restrict (Icc (0:ℝ) 1)
theorem uniformHom_state (f : UniformAlgebra) :
inner ℂ ξ (uniformHom A hA ξ f ξ)=uniformState f := by
let g : ℝ → ℂ := fun x => f (projIcc 0 1 (by norm_num) x)
have hg : Continuous g := f.continuous.comp continuous_projIcc
have he (x : ℝ) : g (cdf (realMeasure A hA ξ) x)=f ⟨cdf (realMeasure A hA ξ) x,
cdf_nonneg _ _,cdf_le_one _ _⟩ := by
dsimp only [g]
congr 1
exact projIcc_of_mem (by norm_num) ⟨cdf_nonneg _ _,cdf_le_one _ _⟩
have hi := integral_map (μ := measure A hA ξ) measurable_subtype_coe.aemeasurable
(hg.comp (ProbabilityTransform.continuous_cdf (realMeasure A hA ξ))).aestronglyMeasurable
have hj := integral_map (μ := realMeasure A hA ξ)
(ProbabilityTransform.continuous_cdf (realMeasure A hA ξ)).aemeasurable hg.aestronglyMeasurable
rw [ProbabilityTransform.map_cdf] at hj
rw [uniformHom,StarAlgHom.comp_apply,← integral_complex]
calc
_ = ∫ x : Space A, g (cdf (realMeasure A hA ξ) x) ∂measure A hA ξ := by
apply integral_congr_ae
filter_upwards [] with x
exact (he x).symm
_ = ∫ x : ℝ, g (cdf (realMeasure A hA ξ) x) ∂realMeasure A hA ξ := hi.symm
_ = uniformState f := hj.symm
def uniformPhase : UniformAlgebra :=
⟨fun x => ProbabilityTransform.phase x,ProbabilityTransform.phase_continuous.comp continuous_subtype_val⟩
theorem uniformHom_phase : uniformHom A hA ξ uniformPhase=(haarUnitary A hA ξ : E →L[ℂ] E) := rfl
theorem uniformHom_mem (M : StarSubalgebra ℂ (E →L[ℂ] E))
(hM : IsClosed (M : Set (E →L[ℂ] E))) (hAM : A∈M) (f : UniformAlgebra) :
uniformHom A hA ξ f∈M := complexHom_mem A hA M hM hAM _
end FreeGroupFactorMain.CyclicSpectral
section
open scoped ENNReal
namespace FreeGroupFactorMain.CyclicSpectral
section
open MeasureTheory
variable {H : Type u_2} [NormedAddCommGroup H] [InnerProductSpace ℂ H] [CompleteSpace H]
local instance : InnerProductSpace ℝ H := InnerProductSpace.rclikeToReal ℂ H
variable (A : H →L[ℂ] H) (hA : IsSelfAdjoint A) (ξ : H)
def evaluate : C(Space A,ℝ) →ₗ[ℝ] H :=
(((ContinuousLinearMap.apply ℂ H ξ).restrictScalars ℝ).comp (cfcL hA)).toLinearMap
theorem evaluate_norm (f : C(Space A,ℝ)) :
‖evaluate A hA ξ f‖=‖ContinuousMap.toLp 2 (measure A hA ξ) ℝ f‖ := by
have hs : ‖evaluate A hA ξ f‖^2=‖ContinuousMap.toLp 2 (measure A hA ξ) ℝ f‖^2 := by
calc
_ = ∫ x, (f x)^2 ∂measure A hA ξ := (integral_sq A hA ξ f).symm
_ = inner ℝ (ContinuousMap.toLp 2 (measure A hA ξ) ℝ f)
(ContinuousMap.toLp 2 (measure A hA ξ) ℝ f) := by
rw [MeasureTheory.ContinuousMap.inner_toLp]
congr 1
funext x
simp only [pow_two,RCLike.conj_to_real]
_ = _ := real_inner_self_eq_norm_sq _
nlinarith [norm_nonneg (evaluate A hA ξ f),norm_nonneg (ContinuousMap.toLp 2 (measure A hA ξ) ℝ f)]
def realize : Lp ℝ 2 (measure A hA ξ) →L[ℝ] H :=
(evaluate A hA ξ).extendOfNorm (ContinuousMap.toLp 2 (measure A hA ξ) ℝ).toLinearMap
theorem realize_continuous (f : C(Space A,ℝ)) :
realize A hA ξ (ContinuousMap.toLp 2 (measure A hA ξ) ℝ f)=cfcHom hA f ξ := by
apply LinearMap.extendOfNorm_eq
· exact ContinuousMap.toLp_denseRange ℝ (measure A hA ξ) ℝ (p := 2) (by norm_num)
· refine ⟨1,fun g => ?_⟩
change ‖evaluate A hA ξ g‖ ≤ 1 * ‖ContinuousMap.toLp 2 (measure A hA ξ) ℝ g‖
rw [one_mul,evaluate_norm]
theorem realize_norm (f : Lp ℝ 2 (measure A hA ξ)) : ‖realize A hA ξ f‖=‖f‖ := by
have hd := ContinuousMap.toLp_denseRange ℝ (measure A hA ξ) ℝ (p := 2) (by norm_num : (2:ℝ≥0∞)≠∞)
refine hd.induction_on (p := fun f => ‖realize A hA ξ f‖=‖f‖) f
(isClosed_eq ((realize A hA ξ).continuous.norm) continuous_norm) ?_
intro q
rw [realize_continuous]
exact evaluate_norm A hA ξ q
def isometry : Lp ℝ 2 (measure A hA ξ) →ₗᵢ[ℝ] H where
toLinearMap := (realize A hA ξ).toLinearMap
norm_map' := realize_norm A hA ξ
end
section
open MeasureTheory Filter
variable {H : Type u_3} [NormedAddCommGroup H] [InnerProductSpace ℂ H] [CompleteSpace H]
local instance : InnerProductSpace ℝ H := InnerProductSpace.rclikeToReal ℂ H
variable (A : H →L[ℂ] H) (hA : IsSelfAdjoint A) (ξ : H)
theorem mul_memLp (g : C(Space A,ℝ)) (f : Lp ℝ 2 (measure A hA ξ)) :
MemLp (fun x => g x*f x) 2 (measure A hA ξ) := by
apply (Lp.memLp f).of_le_mul (c := ‖g‖)
· exact g.continuous.aestronglyMeasurable.mul (Lp.aestronglyMeasurable f)
· exact Eventually.of_forall (fun x => by rw [norm_mul];exact mul_le_mul_of_nonneg_right (g.norm_coe_le_norm x) (norm_nonneg _))
def multiply (g : C(Space A,ℝ)) : Lp ℝ 2 (measure A hA ξ) →L[ℝ] Lp ℝ 2 (measure A hA ξ) :=
LinearMap.mkContinuous
{ toFun := fun f => (mul_memLp A hA ξ g f).toLp (fun x => g x*f x)
map_add' := by
intro f k
apply Lp.ext
filter_upwards [(mul_memLp A hA ξ g (f+k)).coeFn_toLp,
(mul_memLp A hA ξ g f).coeFn_toLp,(mul_memLp A hA ξ g k).coeFn_toLp,
Lp.coeFn_add f k,Lp.coeFn_add ((mul_memLp A hA ξ g f).toLp _) ((mul_memLp A hA ξ g k).toLp _)] with x h₁ h₂ h₃ h₄ h₅
simp only [h₁,h₅,Pi.add_apply,h₂,h₃,h₄]
exact mul_add _ _ _
map_smul' := by
intro c f
apply Lp.ext
filter_upwards [(mul_memLp A hA ξ g (c • f)).coeFn_toLp,
(mul_memLp A hA ξ g f).coeFn_toLp,Lp.coeFn_smul c f,
Lp.coeFn_smul c ((mul_memLp A hA ξ g f).toLp _)] with x h₁ h₂ h₃ h₄
simp only [RingHom.id_apply,h₁,h₄,Pi.smul_apply,smul_eq_mul,h₂,h₃]
ring }
‖g‖ (by
intro f
change ‖(mul_memLp A hA ξ g f).toLp (fun x => g x*f x)‖ ≤ ‖g‖ * ‖f‖
apply Lp.norm_le_mul_norm_of_ae_le_mul
filter_upwards [(mul_memLp A hA ξ g f).coeFn_toLp] with x hx
rw [hx,norm_mul]
exact mul_le_mul_of_nonneg_right (g.norm_coe_le_norm x) (norm_nonneg _))
theorem multiply_ae (g : C(Space A,ℝ)) (f : Lp ℝ 2 (measure A hA ξ)) :
multiply A hA ξ g f =ᵐ[measure A hA ξ] (fun x => g x*f x) :=
(mul_memLp A hA ξ g f).coeFn_toLp
theorem multiply_continuous (g f : C(Space A,ℝ)) :
multiply A hA ξ g (ContinuousMap.toLp 2 (measure A hA ξ) ℝ f)=
ContinuousMap.toLp 2 (measure A hA ξ) ℝ (g*f) := by
apply Lp.ext
filter_upwards [multiply_ae A hA ξ g (ContinuousMap.toLp 2 (measure A hA ξ) ℝ f),
f.coeFn_toLp (𝕜 := ℝ) (p := 2) (measure A hA ξ),
(g*f).coeFn_toLp (𝕜 := ℝ) (p := 2) (measure A hA ξ)] with x h₁ h₂ h₃
rw [h₁,h₂,h₃]
rfl
theorem realize_multiply (g : C(Space A,ℝ)) (f : Lp ℝ 2 (measure A hA ξ)) :
realize A hA ξ (multiply A hA ξ g f)=cfcHom hA g (realize A hA ξ f) := by
have hd := ContinuousMap.toLp_denseRange ℝ (measure A hA ξ) ℝ (p := 2) (by norm_num : (2:ℝ≥0∞)≠∞)
refine hd.induction_on (p := fun f => realize A hA ξ (multiply A hA ξ g f)=cfcHom hA g (realize A hA ξ f)) f (isClosed_eq ((realize A hA ξ).continuous.comp (multiply A hA ξ g).continuous)
((cfcHom hA g).continuous.comp (realize A hA ξ).continuous)) ?_
intro q
rw [multiply_continuous,realize_continuous,realize_continuous,map_mul,mul_apply_eq_comp]
theorem realize_coordinate (f : Lp ℝ 2 (measure A hA ξ)) :
realize A hA ξ (multiply A hA ξ ((ContinuousMap.id ℝ).restrict (spectrum ℝ A)) f)=
A (realize A hA ξ f) := by
rw [realize_multiply,cfcHom_id]
end
open MeasureTheory Filter
variable {H : Type u_4} [NormedAddCommGroup H] [InnerProductSpace ℂ H] [CompleteSpace H]
local instance : InnerProductSpace ℝ H := InnerProductSpace.rclikeToReal ℂ H
variable (A : H →L[ℂ] H) (hA : IsSelfAdjoint A) (ξ : H)
def atom (x : Space A) : Lp ℝ 2 (measure A hA ξ) :=
indicatorConstLp 2 (measurableSet_singleton x) (measure_ne_top _ _) (1:ℝ)
theorem atom_ae (x : Space A) :
atom A hA ξ x =ᵐ[measure A hA ξ] ({x} : Set (Space A)).indicator (fun _ => (1:ℝ)) :=
indicatorConstLp_coeFn
theorem multiply_atom (x : Space A) :
multiply A hA ξ ((ContinuousMap.id ℝ).restrict (spectrum ℝ A)) (atom A hA ξ x)=
(x:ℝ) • atom A hA ξ x := by
classical
apply Lp.ext
filter_upwards [multiply_ae A hA ξ ((ContinuousMap.id ℝ).restrict (spectrum ℝ A)) (atom A hA ξ x),
atom_ae A hA ξ x,Lp.coeFn_smul (x:ℝ) (atom A hA ξ x)] with y h₁ h₂ h₃
rw [h₁,h₃]
change (y:ℝ)*atom A hA ξ x y=(x:ℝ)*atom A hA ξ x y
rw [h₂]
by_cases hy : y=x
· subst y; rfl
· simp [Set.indicator_of_notMem,hy]
theorem realize_atom_eigen (x : Space A) :
A (realize A hA ξ (atom A hA ξ x))=(x:ℝ) • realize A hA ξ (atom A hA ξ x) := by
rw [← realize_coordinate,multiply_atom,map_smul]
theorem realize_one : realize A hA ξ (ContinuousMap.toLp 2 (measure A hA ξ) ℝ (1:C(Space A,ℝ)))=ξ := by
rw [realize_continuous,map_one,one_apply_eq_self]
theorem realize_atom_inner (x : Space A) :
inner ℝ ξ (realize A hA ξ (atom A hA ξ x))=(measure A hA ξ).real {x} := by
have hm := (isometry A hA ξ).inner_map_map
(ContinuousMap.toLp 2 (measure A hA ξ) ℝ (1:C(Space A,ℝ))) (atom A hA ξ x)
change inner ℝ (realize A hA ξ (ContinuousMap.toLp 2 (measure A hA ξ) ℝ (1:C(Space A,ℝ))))
(realize A hA ξ (atom A hA ξ x))=_ at hm
rw [realize_one] at hm
rw [hm,real_inner_comm]
change inner ℝ (indicatorConstLp 2 (measurableSet_singleton x) (measure_ne_top _ _) (1:ℝ))
(ContinuousMap.toLp 2 (measure A hA ξ) ℝ (1:C(Space A,ℝ)))=_
rw [L2.inner_indicatorConstLp_one]
calc
_ = ∫ _ in ({x}:Set (Space A)), (1:ℝ) ∂measure A hA ξ := by
apply setIntegral_congr_ae (measurableSet_singleton x)
exact ((1:C(Space A,ℝ)).coeFn_toLp (𝕜 := ℝ) (p := 2) (measure A hA ξ)).mono (fun y hy _ => hy)
_ = _ := by simp [Measure.real]
theorem singleton_eq_zero (x : Space A)
(he : ∀ η : H, A η=(x:ℝ) • η → inner ℝ ξ η=0) : measure A hA ξ {x}=0 := by
have hm : (measure A hA ξ).real {x}=0 :=
(realize_atom_inner A hA ξ x).symm.trans (he _ (realize_atom_eigen A hA ξ x))
exact (ENNReal.toReal_eq_zero_iff _).mp hm |>.resolve_right (measure_ne_top _ _)
theorem noAtoms (he : ∀ (r:ℝ) (η:H), A η=r • η → inner ℝ ξ η=0) :
NullSingletonClass (measure A hA ξ) := by
constructor
intro x
exact singleton_eq_zero A hA ξ x (he x)
end FreeGroupFactorMain.CyclicSpectral
end
namespace FreeGroupFactorMain.WeightedFock
section
open FreeFock Amplification MeasureTheory CyclicSpectral
instance oldBaseOp_probability (u v : ℝ) :
IsProbabilityMeasure (measure (oldBaseOp u v (0:ℕ) 1) (oldBaseOp_selfAdjoint u v 0 1) pRoot) :=
probability _ _ _ pRoot_norm
theorem oldBaseOp_noAtoms (u v : ℝ) (hv : 0<v) (hvu : v<u) :
NullSingletonClass (measure (oldBaseOp u v (0:ℕ) 1) (oldBaseOp_selfAdjoint u v 0 1) pRoot) := by
let : InnerProductSpace ℝ (PRange ℕ) := InnerProductSpace.rclikeToReal ℂ (PRange ℕ)
apply noAtoms
intro r η hη
have he : oldBaseOp u v (0:ℕ) 1 η=(r:ℂ) • η := by
exact hη.trans (by
apply Subtype.ext
apply Subtype.ext
funext w
change r • (η:H ℕ) w=(r:ℂ)*(η:H ℕ) w
exact Complex.real_smul)
have hh := oldBaseOp_eigen_root_zero u v hv hvu (0:ℕ) 1 (r:ℂ) η he
change (inner ℂ (pRoot:PRange ℕ) η).re=0
rw [hh,Complex.zero_re]
variable (u v : ℝ)
def weightedUniform (hv : 0<v) (hvu : v<u) : UniformAlgebra →⋆ₐ[ℂ] (PRange ℕ →L[ℂ] PRange ℕ) := by
letI := oldBaseOp_noAtoms u v hv hvu
exact uniformHom (oldBaseOp u v (0:ℕ) 1) (oldBaseOp_selfAdjoint u v 0 1) pRoot
def representedBase : StarSubalgebra ℂ (PRange ℕ →L[ℂ] PRange ℕ) :=
(Base u v).comap (pRepresentation (ι := ℕ)).symm.toStarAlgHom
theorem pRepresentation_symm_val (T : PRange ℕ →L[ℂ] PRange ℕ) :
((pRepresentation (ι := ℕ)).symm T : Operator ℕ)=
(PRange ℕ).subtypeL.comp (T.comp pProject) := by
apply ContinuousLinearMap.ext
intro ξ
have he := pRepresentation_apply ((pRepresentation (ι := ℕ)).symm T) (pProject ξ)
rw [StarAlgEquiv.apply_symm_apply,pProject_val] at he
have hr := DFunLike.congr_fun ((pRepresentation (ι := ℕ)).symm T).property.2 ξ
exact hr.symm.trans he.symm
theorem pRepresentation_symm_coe_continuous :
Continuous (fun T : PRange ℕ →L[ℂ] PRange ℕ => ((pRepresentation (ι := ℕ)).symm T : Operator ℕ)) := by
simp_rw [pRepresentation_symm_val]
exact continuous_const.clm_comp (continuous_id.clm_comp continuous_const)
theorem representedBase_closed : IsClosed (representedBase u v : Set (PRange ℕ →L[ℂ] PRange ℕ)) := by
have hF : IsClosed (filledEdgeAlgebra u v (0:ℕ) 1 : Set (Operator ℕ)) := Set.isClosed_centralizer _
exact hF.preimage pRepresentation_symm_coe_continuous
theorem oldBaseOp_mem_representedBase (hv : 0<v) (hvu : v<u) : oldBaseOp u v (0:ℕ) 1∈representedBase u v := by
change ((pRepresentation (ι := ℕ)).symm (pRepresentation (oldBaseCorner u v 0 1)))∈Base u v
rw [StarAlgEquiv.symm_apply_apply]
exact diffuseBase_le_filled u v (hv.trans hvu).ne' (0:ℕ) 1 (oldBaseGenerator_mem_diffuseBase u v 0 1)
theorem weightedUniform_mem (hv : 0<v) (hvu : v<u) (a : UniformAlgebra) : weightedUniform u v hv hvu a∈representedBase u v := by
let := oldBaseOp_noAtoms u v hv hvu
exact uniformHom_mem _ _ _ _ (representedBase_closed u v) (oldBaseOp_mem_representedBase u v hv hvu) a
def weightedUniformBase (hv : 0<v) (hvu : v<u) : UniformAlgebra →⋆ₐ[ℂ] Base u v :=
(((pRepresentation (ι := ℕ)).symm.toStarAlgHom).comp (weightedUniform u v hv hvu)).codRestrict
(Base u v) (fun a => by
simpa only [representedBase, StarSubalgebra.mem_comap, StarAlgHom.comp_apply] using
(weightedUniform_mem u v hv hvu a))
theorem weightedUniform_state (hv : 0<v) (hvu : v<u) (a : UniformAlgebra) :
inner ℂ (pRoot:PRange ℕ) (weightedUniform u v hv hvu a pRoot)=uniformState a := by
let := oldBaseOp_noAtoms u v hv hvu
exact uniformHom_state _ _ _ a
end
open FreeFock Amplification
variable {ι : Type u_5} [DecidableEq ι]
theorem pRepresentation_vacuumTrace (u v : ℝ) (hu : u≠0) (x : PCorner ι) :
pVacuumTrace u v (x:Operator ι)=inner ℂ (pRoot:PRange ι) (pRepresentation x pRoot) := by
have he : inner ℂ ((P:Operator ι) (vacuum u v)) ((x:Operator ι) (P (vacuum u v)))=
vacuumTrace u v (x:Operator ι) := by
rw [← ContinuousLinearMap.adjoint_inner_right]
change inner ℂ (vacuum u v) ((star (P:Operator ι)*(x:Operator ι)*P : Operator ι) (vacuum u v))=_
rw [projection_P.isSelfAdjoint.star_eq,x.property.1,x.property.2]
rfl
rw [pRoot_vacuum u v, map_smul,inner_smul_left,inner_smul_right] at he
rw [pVacuumTrace,← he]
change (u:ℂ)⁻¹*(u:ℂ)⁻¹*(star (u:ℂ)*((u:ℂ)*inner ℂ ((pRoot:PRange ι):H ι)
((x:Operator ι) ((pRoot:PRange ι):H ι))))=_
rw [Complex.star_def,Complex.conj_ofReal]
have hu' := Complex.ofReal_ne_zero.mpr hu
calc
_ = inner ℂ ((pRoot:PRange ι):H ι) ((x:Operator ι) ((pRoot:PRange ι):H ι)) := by field_simp
_ = _ := by rw [← pRepresentation_apply]; rfl
theorem pAnnihilator_root (u v : ℝ) (hu : u≠0) (X : PCorner ℕ)
(hX : X∈oldAnnihilators u v) (a : Base u v) :
star (pRepresentation X) (pRepresentation a.val pRoot)=0 := by
have hr (x : PCorner ℕ) : (x:Operator ℕ) (vacuum u v)=(u:ℂ) • (x:Operator ℕ) ((pRoot:PRange ℕ):H ℕ) := by
have he := DFunLike.congr_fun x.property.2 (vacuum u v)
change (x:Operator ℕ) (P (vacuum u v))=(x:Operator ℕ) (vacuum u v) at he
rw [pRoot_vacuum,map_smul] at he
exact he.symm
have hh := hX a
rw [hr,map_smul] at hh
have hz : star (X:Operator ℕ) ((a.val:Operator ℕ) ((pRoot:PRange ℕ):H ℕ))=0 :=
(smul_eq_zero.mp hh).resolve_left (Complex.ofReal_ne_zero.mpr hu)
have he := (pRepresentation (ι := ℕ)).map_star' X
change pRepresentation (star X)=star (pRepresentation X) at he
rw [← he]
apply Subtype.ext
change (pRepresentation (star X) (pRepresentation a.val pRoot) : H ℕ)=0
rw [pRepresentation_apply,pRepresentation_apply]
exact hz
end FreeGroupFactorMain.WeightedFock
end
end OAI