openAI-math-dataset / lean /OAI /Analysis /CharacterCriterion /EndpointMultiplicity.lean
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import OAI.Analysis.CharacterCriterion.InfiniteTensor
namespace OAI
noncomputable section
open scoped TensorProduct
open scoped InnerProductSpace
open scoped BigOperators
open Set Module
open Topology
open NormedSpace
open scoped ComplexOrder
open scoped ComplexOrder
open scoped InnerProductSpace
open scoped InnerProductSpace
open NormedSpace
open scoped TensorProduct InnerProductSpace
open UniformSpace
variable [KirchbergRordam.GenericRW.Size]
local notation "rankNum" => KirchbergRordam.GenericRW.Size.n
variable [KirchbergRordam.GenericRW.PauliData]
omit [KirchbergRordam.GenericRW.Size] [KirchbergRordam.GenericRW.PauliData]
open Filter Topology BoundedContinuousFunction
open Filter Topology
open Topology
open scoped TensorProduct CStarAlgebra
open scoped CStarAlgebra ComplexOrder
open NormedSpace
open scoped ComplexOrder
open scoped ComplexOrder
open scoped InnerProductSpace
open scoped CStarAlgebra ComplexOrder
open scoped TensorProduct InnerProductSpace
open UniformSpace
namespace KirchbergRordam.DropMatrixRepresentations
open MatrixDiagonalPath MatrixBlockReindex
open scoped CStarAlgebra ComplexOrder
variable {ι κ : Type*} [Fintype ι] [Fintype κ] [DecidableEq ι] [DecidableEq κ]
lemma left_injective [Nonempty κ] : Function.Injective (MatrixTensor.leftMatrix (ι:=ι) (κ:=κ)) := by
intro a b h
ext i j
let k : κ := Classical.choice inferInstance
have he := congrArg (fun m : Mat (ι×κ) => m (i,k) (j,k)) h
simpa [left_apply] using he
lemma right_injective [Nonempty ι] : Function.Injective (MatrixTensor.rightMatrix (ι:=ι) (κ:=κ)) := by
intro a b h
ext i j
let k : ι := Classical.choice inferInstance
have he := congrArg (fun m : Mat (ι×κ) => m (k,i) (k,j)) h
simpa [right_apply] using he
variable (p q : ℕ) [instNeZerop : NeZero p] [instNeZeroq : NeZero q]
def leftValue (f : PrimeDimensionDrop.Algebra p q) : Mat (Fin p) := Classical.choose f.property.1
omit instNeZerop instNeZeroq in
lemma leftValue_spec
(p : ℕ)
(q : ℕ)
[NeZero p]
[NeZero q]
(f : PrimeDimensionDrop.Algebra p q) :
MatrixTensor.leftMatrix (κ:=Fin q) (leftValue p q f)=f.val 0 := Classical.choose_spec f.property.1
def rightValue (f : PrimeDimensionDrop.Algebra p q) : Mat (Fin q) := Classical.choose f.property.2
omit instNeZerop instNeZeroq in
lemma rightValue_spec
(p : ℕ)
(q : ℕ)
[NeZero p]
[NeZero q]
(f : PrimeDimensionDrop.Algebra p q) :
MatrixTensor.rightMatrix (ι:=Fin p) (rightValue p q f)=f.val 1 := Classical.choose_spec f.property.2
def leftEvaluation : PrimeDimensionDrop.Algebra p q →⋆ₐ[ℂ] Mat (Fin p) where
toFun := leftValue p q
map_zero' := left_injective (κ:=Fin q) (by rw [map_zero,leftValue_spec]; rfl)
map_one' := left_injective (κ:=Fin q) (by rw [map_one,leftValue_spec]; rfl)
map_add' a b := left_injective (κ:=Fin q) (by rw [leftValue_spec,map_add,leftValue_spec,leftValue_spec]; rfl)
map_mul' a b := left_injective (κ:=Fin q) (by rw [leftValue_spec,map_mul,leftValue_spec,leftValue_spec]; rfl)
commutes' z := left_injective (κ:=Fin q) (by rw [AlgHomClass.commutes,leftValue_spec]; rfl)
map_star' a := left_injective (κ:=Fin q) (by rw [leftValue_spec,map_star,leftValue_spec]; rfl)
def rightEvaluation : PrimeDimensionDrop.Algebra p q →⋆ₐ[ℂ] Mat (Fin q) where
toFun := rightValue p q
map_zero' := right_injective (ι:=Fin p) (by rw [map_zero,rightValue_spec]; rfl)
map_one' := right_injective (ι:=Fin p) (by rw [map_one,rightValue_spec]; rfl)
map_add' a b := right_injective (ι:=Fin p) (by rw [rightValue_spec,map_add,rightValue_spec,rightValue_spec]; rfl)
map_mul' a b := right_injective (ι:=Fin p) (by rw [rightValue_spec,map_mul,rightValue_spec,rightValue_spec]; rfl)
commutes' z := right_injective (ι:=Fin p) (by rw [AlgHomClass.commutes,rightValue_spec]; rfl)
map_star' a := right_injective (ι:=Fin p) (by rw [rightValue_spec,map_star,rightValue_spec]; rfl)
lemma two_three (r : ℕ) (hr : 2≤r) : ∃ a b : ℕ, 2*a+3*b=r := by
by_cases h : r%2=0
· exact ⟨r/2,0,by omega⟩
· have hr3 : 3≤r := by omega
exact ⟨(r-3)/2,1,by omega⟩
def blockRepresentation (a b : ℕ) : DimensionDrop23 →⋆ₐ[ℂ]
Mat ((Fin 2×Fin a) ⊕ (Fin 3×Fin b)) :=
sumBlock.comp (((MatrixTensor.leftMatrix (κ:=Fin a)).comp (leftEvaluation 2 3)).prod
((MatrixTensor.leftMatrix (κ:=Fin b)).comp (rightEvaluation 2 3)))
def representation (ι : Type*) [Fintype ι] [DecidableEq ι] (hι : 2≤Fintype.card ι) :
DimensionDrop23 →⋆ₐ[ℂ] Mat ι := by
let a := (two_three (Fintype.card ι) hι).choose
let b := (two_three (Fintype.card ι) hι).choose_spec.choose
have h : 2*a+3*b=Fintype.card ι := (two_three (Fintype.card ι) hι).choose_spec.choose_spec
let e : ((Fin 2×Fin a) ⊕ (Fin 3×Fin b)) ≃ ι :=
BalancedDropSystem.cardEquiv (by simpa using h)
exact (CStarMatrix.reindexₐ ℂ ℂ e).toStarAlgHom.comp (blockRepresentation a b)
end KirchbergRordam.DropMatrixRepresentations
namespace KirchbergRordam.EndpointMultiplicity
open MatrixDiagonalPath MatrixBlockReindex DiagonalIteration
open scoped ComplexOrder CStarAlgebra
variable {P Q R : Type*} [Fintype P] [Fintype Q] [Fintype R]
[DecidableEq P] [DecidableEq Q] [DecidableEq R]
def leftExpand : P ⊕ ((P×Q)×R) ≃ P × (Unit ⊕ (Q×R)) where
toFun x := match x with
| .inl a => (a,.inl ())
| .inr ((a,b),r) => (a,.inr (b,r))
invFun x := match x.2 with
| .inl _ => .inl x.1
| .inr (b,r) => .inr ((x.1,b),r)
left_inv x := by rcases x with a|⟨⟨a,b⟩,r⟩ <;> rfl
right_inv x := by
rcases x with ⟨a,u|⟨b,r⟩⟩
· cases u; rfl
· rfl
def rightExpand : Q ⊕ ((P×Q)×R) ≃ Q × (Unit ⊕ (P×R)) where
toFun x := match x with
| .inl b => (b,.inl ())
| .inr ((a,b),r) => (b,.inr (a,r))
invFun x := match x.2 with
| .inl _ => .inl x.1
| .inr (a,r) => .inr ((a,x.1),r)
left_inv x := by rcases x with b|⟨⟨a,b⟩,r⟩ <;> rfl
right_inv x := by
rcases x with ⟨b,u|⟨a,r⟩⟩
· cases u; rfl
· rfl
lemma leftExpand_matrix (a : Mat P) :
CStarMatrix.reindexₐ ℂ ℂ (leftExpand (Q:=Q) (R:=R))
(sumBlock (a,block (fun _ : R => MatrixTensor.leftMatrix (κ:=Q) a))) =
MatrixTensor.leftMatrix (κ:=Unit ⊕ (Q×R)) a := by
ext ⟨i,k⟩ ⟨j,l⟩
rcases k with u|⟨b,r⟩ <;> rcases l with v|⟨c,s⟩
· cases u; cases v; change a i j = a i j * 1; simp
· cases u; change 0 = a i j * 0; simp
· cases v; change 0 = a i j * 0; simp
· change (if r=s then a i j * (if b=c then 1 else 0) else 0) =
a i j * (if (Sum.inr (b,r) : Unit ⊕ Q×R)=.inr (c,s) then 1 else 0)
by_cases hb : b=c <;> by_cases hr : r=s <;> simp [hb,hr,Prod.ext_iff]
lemma rightExpand_matrix (a : Mat Q) :
CStarMatrix.reindexₐ ℂ ℂ (rightExpand (P:=P) (R:=R))
(sumBlock (a,block (fun _ : R => MatrixTensor.rightMatrix (ι:=P) a))) =
MatrixTensor.leftMatrix (κ:=Unit ⊕ (P×R)) a := by
ext ⟨i,k⟩ ⟨j,l⟩
rcases k with u|⟨b,r⟩ <;> rcases l with v|⟨c,s⟩
· cases u; cases v; change a i j = a i j * 1; simp
· cases u; change 0 = a i j * 0; simp
· cases v; change 0 = a i j * 0; simp
· change (if r=s then (if b=c then 1 else 0) * a i j else 0) =
a i j * (if (Sum.inr (b,r) : Unit ⊕ P×R)=.inr (c,s) then 1 else 0)
by_cases hb : b=c <;> by_cases hr : r=s <;> simp [hb,hr,Prod.ext_iff]
variable {A B C : Type*} [CStarAlgebra A] [CStarAlgebra B] [CStarAlgebra C]
def constHom (ι : Type*) : A →⋆ₐ[ℂ] (ι→A) where
toFun a _ := a
map_zero' := rfl
map_one' := rfl
map_add' _ _ := rfl
map_mul' _ _ := rfl
commutes' _ := rfl
map_star' _ := rfl
def prodUnitary (u : unitary A) (v : unitary B) : unitary (A×B) :=
⟨(u,v),⟨Prod.ext u.property.1 v.property.1,Prod.ext u.property.2 v.property.2⟩⟩
lemma map_conj (φ : A →⋆ₐ[ℂ] B) (u : unitary A) (a : A) :
φ (conj u a) = conj (Unitary.map (StarMonoidHom.ofClass φ) u) (φ a) := by
change φ ((u:A)*a*star (u:A)) = φ (u:A)*φ a*star (φ (u:A))
rw [map_mul,map_mul,map_star]
def duplicate : Mat P × Mat Q →⋆ₐ[ℂ] Mat (P ⊕ (Q×R)) :=
sumBlock.comp ((StarAlgHom.fst ℂ (Mat P) (Mat Q)).prod
((block.comp (constHom R)).comp (StarAlgHom.snd ℂ (Mat P) (Mat Q))))
def duplicateUnitary (v : unitary (Mat Q)) : unitary (Mat (P⊕(Q×R))) :=
Unitary.map (StarMonoidHom.ofClass (duplicate (P:=P) (Q:=Q) (R:=R)))
(prodUnitary (1:unitary (Mat P)) v)
lemma conj_duplicate (v : unitary (Mat Q)) (a : Mat P) (b : Mat Q) :
conj (duplicateUnitary (P:=P) (Q:=Q) (R:=R) v) (sumBlock (a,block (fun _ : R => b))) =
sumBlock (a,block (fun _ : R => conj v b)) := by
have hm := map_conj (duplicate (P:=P) (Q:=Q) (R:=R)) (prodUnitary 1 v) (a,b)
change duplicate (conj (prodUnitary 1 v) (a,b)) = _ at hm
change conj (Unitary.map (StarMonoidHom.ofClass (duplicate (P:=P) (Q:=Q) (R:=R))) (prodUnitary 1 v))
(duplicate (a,b)) = _
rw [← hm]
change duplicate ((1:Mat P)*a*star (1:Mat P),conj v b)=_
simp only [star_one,one_mul,mul_one]
rfl
end KirchbergRordam.EndpointMultiplicity
namespace KirchbergRordam.EndpointMultiplicity
open MatrixDiagonalPath MatrixBlockReindex DiagonalIteration
open scoped ComplexOrder CStarAlgebra
variable {P Q R : Type*} [Fintype P] [Fintype Q] [Fintype R]
[DecidableEq P] [DecidableEq Q] [DecidableEq R]
def leftBase (h : 2≤Fintype.card (Unit ⊕ (Q×R))) :
DimensionDrop23 →⋆ₐ[ℂ] Mat (P⊕((P×Q)×R)) :=
(CStarMatrix.reindexₐ ℂ ℂ (leftExpand (P:=P) (Q:=Q) (R:=R)).symm).toStarAlgHom.comp
(MatrixTensor.rightMatrix.comp (DropMatrixRepresentations.representation _ h))
def rightBase (h : 2≤Fintype.card (Unit ⊕ (P×R))) :
DimensionDrop23 →⋆ₐ[ℂ] Mat (Q⊕((P×Q)×R)) :=
(CStarMatrix.reindexₐ ℂ ℂ (rightExpand (P:=P) (Q:=Q) (R:=R)).symm).toStarAlgHom.comp
(MatrixTensor.rightMatrix.comp (DropMatrixRepresentations.representation _ h))
lemma leftBase_commute (h : 2≤Fintype.card (Unit ⊕ (Q×R))) (a : Mat P)
(d : DimensionDrop23) :
Commute (leftBase (P:=P) h d)
(sumBlock (a,block (fun _ : R => MatrixTensor.leftMatrix (κ:=Q) a))) := by
let e := CStarMatrix.reindexₐ ℂ ℂ (leftExpand (P:=P) (Q:=Q) (R:=R))
apply e.injective
change e (leftBase h d * _)=e (_ * leftBase h d)
rw [map_mul,map_mul,leftExpand_matrix]
have he : e (leftBase (P:=P) h d)=MatrixTensor.rightMatrix
(DropMatrixRepresentations.representation _ h d) := by
simp only [leftBase,StarAlgHom.comp_apply,
CStarMatrix.reindexₐ_symm]
change e (e.symm (MatrixTensor.rightMatrix (DropMatrixRepresentations.representation _ h d))) = _
exact e.apply_symm_apply _
rw [he]
exact (MatrixTensor.legs_commute a _).symm.eq
lemma rightBase_commute (h : 2≤Fintype.card (Unit ⊕ (P×R))) (a : Mat Q)
(d : DimensionDrop23) :
Commute (rightBase (Q:=Q) h d)
(sumBlock (a,block (fun _ : R => MatrixTensor.rightMatrix (ι:=P) a))) := by
let e := CStarMatrix.reindexₐ ℂ ℂ (rightExpand (P:=P) (Q:=Q) (R:=R))
apply e.injective
change e (rightBase h d * _)=e (_ * rightBase h d)
rw [map_mul,map_mul,rightExpand_matrix]
have he : e (rightBase (Q:=Q) h d)=MatrixTensor.rightMatrix
(DropMatrixRepresentations.representation _ h d) := by
simp only [rightBase,StarAlgHom.comp_apply,
CStarMatrix.reindexₐ_symm]
change e (e.symm (MatrixTensor.rightMatrix (DropMatrixRepresentations.representation _ h d))) = _
exact e.apply_symm_apply _
rw [he]
exact (MatrixTensor.legs_commute a _).symm.eq
def leftRep (h : 2≤Fintype.card (Unit ⊕ (Q×R))) (v : unitary (Mat (P×Q))) :
DimensionDrop23 →⋆ₐ[ℂ] Mat (P⊕((P×Q)×R)) :=
(conj (duplicateUnitary (P:=P) (Q:=P×Q) (R:=R) v)).toStarAlgHom.comp (leftBase (P:=P) (Q:=Q) (R:=R) h)
def rightRep (h : 2≤Fintype.card (Unit ⊕ (P×R))) (v : unitary (Mat (P×Q))) :
DimensionDrop23 →⋆ₐ[ℂ] Mat (Q⊕((P×Q)×R)) :=
(conj (duplicateUnitary (P:=Q) (Q:=P×Q) (R:=R) v)).toStarAlgHom.comp (rightBase (P:=P) (Q:=Q) (R:=R) h)
lemma leftRep_commute (h : 2≤Fintype.card (Unit ⊕ (Q×R))) (v : unitary (Mat (P×Q)))
(a : Mat P) (d : DimensionDrop23) :
Commute (leftRep h v d)
(sumBlock (a,block (fun _ : R => conj v (MatrixTensor.leftMatrix (κ:=Q) a)))) := by
have hc := (leftBase_commute h a d).map
(conj (duplicateUnitary (P:=P) (Q:=P×Q) (R:=R) v)).toRingHom
change Commute (conj (duplicateUnitary (P:=P) (Q:=P×Q) (R:=R) v) (leftBase h d))
(conj (duplicateUnitary (P:=P) (Q:=P×Q) (R:=R) v)
(sumBlock (a,block (fun _ : R => MatrixTensor.leftMatrix (κ:=Q) a)))) at hc
rw [conj_duplicate] at hc
exact hc
lemma rightRep_commute (h : 2≤Fintype.card (Unit ⊕ (P×R))) (v : unitary (Mat (P×Q)))
(a : Mat Q) (d : DimensionDrop23) :
Commute (rightRep h v d)
(sumBlock (a,block (fun _ : R => conj v (MatrixTensor.rightMatrix (ι:=P) a)))) := by
have hc := (rightBase_commute h a d).map
(conj (duplicateUnitary (P:=Q) (Q:=P×Q) (R:=R) v)).toRingHom
change Commute (conj (duplicateUnitary (P:=Q) (Q:=P×Q) (R:=R) v) (rightBase h d))
(conj (duplicateUnitary (P:=Q) (Q:=P×Q) (R:=R) v)
(sumBlock (a,block (fun _ : R => MatrixTensor.rightMatrix (ι:=P) a)))) at hc
rw [conj_duplicate] at hc
exact hc
variable {D B : Type*} [CStarAlgebra D] [CStarAlgebra B]
lemma commutator_approx (ρ : D →⋆ₐ[ℂ] B) (a b : B) (d : D) {ε : ℝ}
(hc : Commute (ρ d) b) (h : ‖a-b‖≤ε) :
‖ρ d*a-a*ρ d‖≤2*ε*‖d‖ := by
have he : ρ d*a-a*ρ d=ρ d*(a-b)-(a-b)*ρ d := by
rw [mul_sub,sub_mul,hc.eq]
abel
rw [he]
calc
_ ≤ ‖ρ d‖*‖a-b‖+‖a-b‖*‖ρ d‖ := (norm_sub_le _ _).trans
(add_le_add (norm_mul_le _ _) (norm_mul_le _ _))
_ ≤ ‖d‖*ε+ε*‖d‖ := add_le_add
(mul_le_mul (NonUnitalStarAlgHom.norm_apply_le ρ d) h (norm_nonneg _) (norm_nonneg _))
(mul_le_mul h (NonUnitalStarAlgHom.norm_apply_le ρ d) (norm_nonneg _) (le_trans (norm_nonneg _) h))
_ = _ := by ring
lemma duplicate_difference (a : Mat P) (x y : Mat Q) :
‖sumBlock (a,block (fun _ : R => x))-sumBlock (a,block (fun _ : R => y))‖≤‖x-y‖ := by
change ‖duplicate (a,x)-duplicate (a,y)‖≤_
rw [←map_sub]
exact (NonUnitalStarAlgHom.norm_apply_le (duplicate (P:=P) (Q:=Q) (R:=R)) _).trans
(by simp [Prod.norm_def])
lemma leftRep_bound (h : 2≤Fintype.card (Unit ⊕ (Q×R))) (v : unitary (Mat (P×Q)))
(a : Mat P) (x : Mat (P×Q)) (d : DimensionDrop23) {ε : ℝ}
(hx : ‖x-conj v (MatrixTensor.leftMatrix (κ:=Q) a)‖≤ε) :
‖leftRep h v d*sumBlock (a,block (fun _ : R => x))-
sumBlock (a,block (fun _ : R => x))*leftRep h v d‖≤2*ε*‖d‖ :=
commutator_approx (leftRep h v) _ _ d (leftRep_commute h v a d)
((duplicate_difference a x _).trans hx)
lemma rightRep_bound (h : 2≤Fintype.card (Unit ⊕ (P×R))) (v : unitary (Mat (P×Q)))
(a : Mat Q) (x : Mat (P×Q)) (d : DimensionDrop23) {ε : ℝ}
(hx : ‖x-conj v (MatrixTensor.rightMatrix (ι:=P) a)‖≤ε) :
‖rightRep h v d*sumBlock (a,block (fun _ : R => x))-
sumBlock (a,block (fun _ : R => x))*rightRep h v d‖≤2*ε*‖d‖ :=
commutator_approx (rightRep h v) _ _ d (rightRep_commute h v a d)
((duplicate_difference a x _).trans hx)
end KirchbergRordam.EndpointMultiplicity
end
end OAI