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1420 1421 1422 1423 1424 1425 1426 1427 1428 1429 1430 1431 1432 1433 1434 1435 1436 1437 1438 1439 1440 1441 1442 1443 1444 1445 1446 1447 1448 1449 1450 | import OAI.Analysis.FreeEntropy.Model
namespace OAI
universe u1 u2
noncomputable section
open scoped ENNReal NNReal ComplexConjugate
open MeasureTheory Filter
namespace FiniteEntropySeparation
variable {H : Type} [NormedAddCommGroup H] [InnerProductSpace ℂ H] [CompleteSpace H]
@[simp] theorem trace_zero {M : VonNeumannAlgebra H} (τ : TracialVector M) :
trace τ (0 : H →L[ℂ] H) = 0 := by simp [trace]
theorem trace_add {M : VonNeumannAlgebra H} (τ : TracialVector M)
(A B : H →L[ℂ] H) : trace τ (A + B) = trace τ A + trace τ B := by
simp [trace]
theorem trace_smul {M : VonNeumannAlgebra H} (τ : TracialVector M)
(z : ℂ) (A : H →L[ℂ] H) : trace τ (z • A) = z * trace τ A := by
simp [trace]
theorem trace_sum {M : VonNeumannAlgebra H} (τ : TracialVector M)
{α : Type u1} (s : Finset α) (A : α → H →L[ℂ] H) :
trace τ (∑ a ∈ s, A a) = ∑ a ∈ s, trace τ (A a) := by
simp [trace]
theorem ConjugateSystem.unique {M : VonNeumannAlgebra H} (τ : TracialVector M)
{n : ℕ} {X : Fin n → H →L[ℂ] H} {ξ η : Fin n → H}
(hξ : ConjugateSystem τ X ξ) (hη : ConjugateSystem τ X η) : ξ = η := by
funext i
have hmem : ξ i - η i ∈ polynomialL2 τ X :=
(polynomialL2 τ X).sub_mem (hξ i).1 (hη i).1
have hker : polynomialL2 τ X ≤ (innerSL ℂ (ξ i - η i)).ker := by
apply Submodule.topologicalClosure_minimal
· apply Submodule.span_le.mpr
rintro _ ⟨w, rfl⟩
change inner ℂ (ξ i - η i) (wordEval X w τ.vacuum) = 0
rw [inner_sub_left, (hξ i).2 w, (hη i).2 w, sub_self]
· exact (innerSL ℂ (ξ i - η i)).isClosed_ker
have hd : inner ℂ (ξ i - η i) (ξ i - η i) = 0 := hker hmem
exact sub_eq_zero.mp ((inner_self_eq_zero).mp hd)
theorem freeFisher_eq_of_conjugate {M : VonNeumannAlgebra H} (τ : TracialVector M)
{n : ℕ} {X : Fin n → H →L[ℂ] H} {ξ : Fin n → H}
(hξ : ConjugateSystem τ X ξ) :
freeFisher τ X = ENNReal.ofReal (∑ i, ‖ξ i‖ ^ 2) := by
apply le_antisymm
· exact iInf_le_of_le ξ (iInf_le_of_le hξ le_rfl)
· refine le_iInf fun η => le_iInf fun hη => ?_
rw [hξ.unique τ hη]
@[simp] theorem trace_one {M : VonNeumannAlgebra H} (τ : TracialVector M) :
trace τ (1 : H →L[ℂ] H) = 1 := by
simp [trace, inner_self_eq_norm_sq_to_K, τ.norm_vacuum]
@[simp] theorem wordMoment_nil {M : VonNeumannAlgebra H} (τ : TracialVector M)
{n : ℕ} (X : Fin n → H →L[ℂ] H) : wordMoment τ X [] = 1 := by
simp [wordMoment, wordEval]
theorem wordVector_mem_polynomialL2 {M : VonNeumannAlgebra H} (τ : TracialVector M)
{n : ℕ} (X : Fin n → H →L[ℂ] H) (w : List (Fin n)) :
wordEval X w τ.vacuum ∈ polynomialL2 τ X :=
Submodule.le_topologicalClosure _ (Submodule.subset_span ⟨w, rfl⟩)
instance polynomialL2_complete {M : VonNeumannAlgebra H} (τ : TracialVector M)
{n : ℕ} (X : Fin n → H →L[ℂ] H) : CompleteSpace (polynomialL2 τ X) :=
(Submodule.isClosed_topologicalClosure _).completeSpace_coe
def projectedConjugate {M : VonNeumannAlgebra H} (τ : TracialVector M)
{n : ℕ} (X : Fin n → H →L[ℂ] H) (η : Fin n → H) (i : Fin n) : H :=
(polynomialL2 τ X).starProjection (η i)
theorem projectedConjugate_system {M : VonNeumannAlgebra H} (τ : TracialVector M)
{n : ℕ} (X : Fin n → H →L[ℂ] H) (η : Fin n → H)
(hη : ∀ i w, inner ℂ (η i) (wordEval X w τ.vacuum) = derivativeMoment τ X i w) :
ConjugateSystem τ X (projectedConjugate τ X η) := by
intro i
refine ⟨(polynomialL2 τ X).starProjection_apply_mem _, fun w => ?_⟩
have h := (polynomialL2 τ X).starProjection_inner_eq_zero (η i)
(wordEval X w τ.vacuum) (wordVector_mem_polynomialL2 τ X w)
rw [inner_sub_left, hη i w] at h
exact (sub_eq_zero.mp h).symm
theorem freeFisher_le_testVectors {M : VonNeumannAlgebra H} (τ : TracialVector M)
{n : ℕ} (X : Fin n → H →L[ℂ] H) (η : Fin n → H)
(hη : ∀ i w, inner ℂ (η i) (wordEval X w τ.vacuum) = derivativeMoment τ X i w) :
freeFisher τ X ≤ ENNReal.ofReal (∑ i, ‖η i‖ ^ 2) := by
rw [freeFisher_eq_of_conjugate τ (projectedConjugate_system τ X η hη)]
apply ENNReal.ofReal_le_ofReal
apply Finset.sum_le_sum
intro i _
exact pow_le_pow_left₀ (norm_nonneg _) ((polynomialL2 τ X).norm_starProjection_apply_le _) _
theorem conjugate_coordinate_pairing {M : VonNeumannAlgebra H} (τ : TracialVector M)
{n : ℕ} {X : Fin n → H →L[ℂ] H} {ξ : Fin n → H}
(hξ : ConjugateSystem τ X ξ) (i : Fin n) : inner ℂ (ξ i) (X i τ.vacuum) = 1 := by
have h := (hξ i).2 [i]
simpa [wordEval, derivativeMoment, wordMoment, trace_one] using h
theorem conjugate_norm_sq_lower {M : VonNeumannAlgebra H} (τ : TracialVector M)
{n : ℕ} {X : Fin n → H →L[ℂ] H} {ξ : Fin n → H}
(hξ : ConjugateSystem τ X ξ) (i : Fin n) :
1 / ‖X i τ.vacuum‖ ^ 2 ≤ ‖ξ i‖ ^ 2 := by
have h : 1 ≤ ‖ξ i‖ * ‖X i τ.vacuum‖ := by
simpa only [conjugate_coordinate_pairing τ hξ i, norm_one] using
norm_inner_le_norm (𝕜 := ℂ) (ξ i) (X i τ.vacuum)
have hp : 0 < ‖X i τ.vacuum‖ := by
have hn := norm_nonneg (X i τ.vacuum)
by_contra hh
have hz : ‖X i τ.vacuum‖ = 0 := le_antisymm (not_lt.mp hh) hn
rw [hz, mul_zero] at h
linarith
apply (div_le_iff₀ (sq_pos_of_pos hp)).mpr
nlinarith [sq_nonneg (‖ξ i‖ * ‖X i τ.vacuum‖ - 1)]
theorem freeFisher_lower_covariance {M : VonNeumannAlgebra H} (τ : TracialVector M)
{n : ℕ} (X : Fin n → H →L[ℂ] H) :
ENNReal.ofReal (∑ i, 1 / ‖X i τ.vacuum‖ ^ 2) ≤ freeFisher τ X := by
refine le_iInf fun ξ => le_iInf fun hξ => ?_
apply ENNReal.ofReal_le_ofReal
exact Finset.sum_le_sum fun i _ => conjugate_norm_sq_lower τ hξ i
def vacuumRankOne {M : VonNeumannAlgebra H} (τ : TracialVector M) : H →L[ℂ] H :=
InnerProductSpace.rankOne ℂ τ.vacuum τ.vacuum
def commutatorKernel {n : ℕ} (P : H →L[ℂ] H) (X : Fin n → H →L[ℂ] H)
(i : Fin n) (w : List (Fin n)) : H →L[ℂ] H :=
∑ r : Fin w.length, if w[r.val] = i then
wordEval X (w.take r.val) * P * wordEval X (w.drop (r.val + 1)) else 0
omit [CompleteSpace H] in
@[simp] theorem commutatorKernel_nil {n : ℕ} (P : H →L[ℂ] H)
(X : Fin n → H →L[ℂ] H) (i : Fin n) : commutatorKernel P X i [] = 0 := by
simp [commutatorKernel]
omit [CompleteSpace H] in
theorem commutatorKernel_cons {n : ℕ} (P : H →L[ℂ] H)
(X : Fin n → H →L[ℂ] H) (i j : Fin n) (w : List (Fin n)) :
commutatorKernel P X i (j :: w) =
(if j = i then P * wordEval X w else 0) + X j * commutatorKernel P X i w := by
simp only [commutatorKernel, List.length_cons, Fin.sum_univ_succ]
simp only [Fin.val_zero, Fin.val_succ, List.getElem_cons_zero, List.getElem_cons_succ,
List.take_zero, List.take_succ_cons, List.drop_succ_cons, Nat.zero_add,
wordEval, List.map_nil, List.prod_nil, one_mul, Finset.mul_sum]
congr 1
apply Finset.sum_congr rfl
intro r _
split_ifs <;> simp [List.map_cons, List.prod_cons, mul_assoc]
omit [CompleteSpace H] in
theorem commutator_word {n : ℕ} (P a : H →L[ℂ] H) (X : Fin n → H →L[ℂ] H)
(i : Fin n) (c : ℂ)
(h : ∀ j, a * X j = X j * a + if j = i then c • P else 0)
(w : List (Fin n)) :
a * wordEval X w = wordEval X w * a + c • commutatorKernel P X i w := by
induction w with
| nil => simp [wordEval]
| cons j w ih =>
have hw : wordEval X (j :: w) = X j * wordEval X w := by simp [wordEval]
rw [hw, commutatorKernel_cons, ← mul_assoc, h, add_mul, mul_assoc, ih]
by_cases hji : j = i <;>
simp [hji, mul_add, mul_assoc, smul_add, _root_.add_assoc, _root_.add_comm,
_root_.add_left_comm]
theorem trace_vacuumRankOne_product {M : VonNeumannAlgebra H} (τ : TracialVector M)
(A B : H →L[ℂ] H) : trace τ (A * vacuumRankOne τ * B) = trace τ A * trace τ B := by
simp only [trace, vacuumRankOne, mul_apply_eq_comp, InnerProductSpace.rankOne_apply,
map_smul, inner_smul_right]
exact mul_comm _ _
theorem trace_commutatorKernel {M : VonNeumannAlgebra H} (τ : TracialVector M)
{n : ℕ} (X : Fin n → H →L[ℂ] H) (i : Fin n) (w : List (Fin n)) :
trace τ (commutatorKernel (vacuumRankOne τ) X i w) = derivativeMoment τ X i w := by
rw [commutatorKernel, trace_sum]
apply Finset.sum_congr rfl
intro r _
split_ifs <;> simp [trace_vacuumRankOne_product, wordMoment]
theorem commutator_integration_by_parts {M : VonNeumannAlgebra H} (τ : TracialVector M)
{n : ℕ} (X : Fin n → H →L[ℂ] H) (a : H →L[ℂ] H) (i : Fin n) (c : ℂ)
(h : ∀ j, a * X j = X j * a + if j = i then c • vacuumRankOne τ else 0)
(hz : a τ.vacuum = 0) (w : List (Fin n)) :
inner ℂ (star a τ.vacuum) (wordEval X w τ.vacuum) = c * derivativeMoment τ X i w := by
rw [ContinuousLinearMap.star_eq_adjoint, ContinuousLinearMap.adjoint_inner_left]
change trace τ (a * wordEval X w) = _
rw [commutator_word _ _ _ _ _ h, trace_add, trace_smul, trace_commutatorKernel]
have hzero : trace τ (wordEval X w * a) = 0 := by
simp [trace, mul_apply_eq_comp, hz]
rw [hzero, zero_add]
theorem FreeSubalgebras.mono {κ : Type} {M : VonNeumannAlgebra H} (τ : TracialVector M)
{A B : κ → Subalgebra ℂ (H →L[ℂ] H)} (hA : FreeSubalgebras τ A)
(hBA : ∀ i, B i ≤ A i) : FreeSubalgebras τ B := by
intro k hk j a ha hc hadj
exact hA k hk j a (fun r => hBA (j r) (ha r)) hc hadj
namespace Fock
open scoped lp
variable {ι : Type} [DecidableEq ι]
abbrev Space (ι : Type) := lp (fun _ : List ι => ℂ) 2
instance space_nontrivial : Nontrivial (Space ι) := by
refine ⟨⟨lp.single 2 ([] : List ι) (1 : ℂ), 0, ?_⟩⟩
intro h
have he := congrArg (fun f : Space ι => f []) h
simp at he
def basisVector (w : List ι) : Space ι := lp.single 2 w 1
def coordinateIsometry (w : List ι) : ℂ →ₗᵢ[ℂ] Space ι where
toLinearMap := lp.lsingle (𝕜 := ℂ) (E := fun _ : List ι => ℂ) 2 w
norm_map' z := lp.norm_single (E := fun _ : List ι => ℂ) (p := 2) (by norm_num) w z
@[simp] theorem coordinateIsometry_apply (w : List ι) (z : ℂ) :
coordinateIsometry w z = lp.single 2 w z := rfl
theorem orthogonal_coordinates (f : List ι → List ι) (hf : Function.Injective f) :
OrthogonalFamily ℂ (fun _ : List ι => ℂ) (fun w => coordinateIsometry (f w)) := by
intro w v hwv a b
simp only [coordinateIsometry_apply, lp.inner_single_left]
rw [lp.single_apply_ne (E := fun _ : List ι => ℂ) 2 (f v) b (fun h => hwv (hf h))]
simp
def injectionIsometry (f : List ι → List ι) (hf : Function.Injective f) :
Space ι →ₗᵢ[ℂ] Space ι :=
(orthogonal_coordinates f hf).linearIsometry
@[simp] theorem injectionIsometry_single (f : List ι → List ι)
(hf : Function.Injective f) (w : List ι) (z : ℂ) :
injectionIsometry f hf (lp.single 2 w z) = lp.single 2 (f w) z := by
exact (orthogonal_coordinates f hf).linearIsometry_apply_single z
def creation (i : ι) : Space ι →L[ℂ] Space ι :=
(injectionIsometry (List.cons i) (List.cons_injective (a := i))).toContinuousLinearMap
def rightCreation (i : ι) : Space ι →L[ℂ] Space ι :=
(injectionIsometry (fun w => w ++ [i]) (List.append_left_injective [i])).toContinuousLinearMap
@[simp] theorem creation_single (i : ι) (w : List ι) (z : ℂ) :
creation i (lp.single 2 w z) = lp.single 2 (i :: w) z := by
exact injectionIsometry_single (List.cons i) List.cons_injective w z
@[simp] theorem rightCreation_single (i : ι) (w : List ι) (z : ℂ) :
rightCreation i (lp.single 2 w z) = lp.single 2 (w ++ [i]) z := by
exact injectionIsometry_single (fun w => w ++ [i]) (List.append_left_injective [i]) w z
def semicircular (i : ι) : Space ι →L[ℂ] Space ι := creation i + star (creation i)
def rightSemicircular (i : ι) : Space ι →L[ℂ] Space ι :=
rightCreation i + star (rightCreation i)
theorem semicircular_selfAdjoint (i : ι) : IsSelfAdjoint (semicircular i) :=
IsSelfAdjoint.add_star_self (creation i)
theorem rightSemicircular_selfAdjoint (i : ι) : IsSelfAdjoint (rightSemicircular i) :=
IsSelfAdjoint.add_star_self (rightCreation i)
theorem semicircular_norm_le (i : ι) : ‖semicircular i‖ ≤ 2 := by
calc
‖semicircular i‖ ≤ ‖creation i‖ + ‖star (creation i)‖ := norm_add_le _ _
_ = 2 := by norm_num [creation, ContinuousLinearMap.star_eq_adjoint, LinearIsometry.norm_toContinuousLinearMap]
@[simp] theorem adjoint_creation_apply (i : ι) (x : Space ι) (w : List ι) :
(star (creation i) x) w = x (i :: w) := by
have h := ContinuousLinearMap.adjoint_inner_right (creation i) (lp.single 2 w (1 : ℂ)) x
simpa [ContinuousLinearMap.star_eq_adjoint, lp.inner_single_left] using h
@[simp] theorem adjoint_rightCreation_apply (i : ι) (x : Space ι) (w : List ι) :
(star (rightCreation i) x) w = x (w ++ [i]) := by
have h := ContinuousLinearMap.adjoint_inner_right (rightCreation i) (lp.single 2 w (1 : ℂ)) x
simpa [ContinuousLinearMap.star_eq_adjoint, lp.inner_single_left] using h
@[simp] theorem annihilation_single_nil (i : ι) (z : ℂ) :
star (creation i) (lp.single 2 ([] : List ι) z) = 0 := by
apply lp.ext
funext w
simp [lp.single_apply]
@[simp] theorem annihilation_single_cons (i j : ι) (w : List ι) (z : ℂ) :
star (creation i) (lp.single 2 (j :: w) z) =
if i = j then lp.single 2 w z else 0 := by
apply lp.ext
funext v
by_cases h : i = j
· subst j
simp [lp.single_apply, Pi.single_apply]
· simp [lp.single_apply, h]
@[simp] theorem rightAnnihilation_single_nil (i : ι) (z : ℂ) :
star (rightCreation i) (lp.single 2 ([] : List ι) z) = 0 := by
apply lp.ext
funext w
simp [lp.single_apply]
@[simp] theorem rightAnnihilation_single_append (i j : ι) (w : List ι) (z : ℂ) :
star (rightCreation i) (lp.single 2 (w ++ [j]) z) =
if i = j then lp.single 2 w z else 0 := by
apply lp.ext
funext v
by_cases h : i = j
· subst j
simp [lp.single_apply, Pi.single_apply]
· simp [lp.single_apply, h]
@[simp] theorem semicircular_single_nil (i : ι) (z : ℂ) :
semicircular i (lp.single 2 ([] : List ι) z) = lp.single 2 [i] z := by
simp [semicircular]
@[simp] theorem semicircular_single_cons (i j : ι) (w : List ι) (z : ℂ) :
semicircular i (lp.single 2 (j :: w) z) =
lp.single 2 (i :: j :: w) z + if i = j then lp.single 2 w z else 0 := by
simp [semicircular]
@[simp] theorem rightSemicircular_single_nil (i : ι) (z : ℂ) :
rightSemicircular i (lp.single 2 ([] : List ι) z) = lp.single 2 [i] z := by
simp [rightSemicircular]
@[simp] theorem rightSemicircular_single_append (i j : ι) (w : List ι) (z : ℂ) :
rightSemicircular i (lp.single 2 (w ++ [j]) z) =
lp.single 2 (w ++ [j, i]) z + if i = j then lp.single 2 w z else 0 := by
simp [rightSemicircular]
theorem semicircular_commutes_right (i j : ι) :
Commute (semicircular i) (rightSemicircular j) := by
show semicircular i * rightSemicircular j = rightSemicircular j * semicircular i
apply lp.ext_continuousLinearMap (by norm_num : (2 : ℝ≥0∞) ≠ ⊤)
intro w
apply ContinuousLinearMap.ext
intro z
change semicircular i (rightSemicircular j (lp.single 2 w z)) =
rightSemicircular j (semicircular i (lp.single 2 w z))
cases w with
| nil =>
simp only [rightSemicircular_single_nil, semicircular_single_nil,
semicircular_single_cons]
rw [show [i] = [] ++ [i] from rfl, rightSemicircular_single_append]
by_cases h : i = j <;> simp [h, eq_comm]
| cons k v =>
induction v using List.reverseRecOn with
| nil =>
rw [show [k] = [] ++ [k] from rfl, rightSemicircular_single_append]
simp only [List.nil_append, map_add, semicircular_single_cons]
rw [show [i, k] = [i] ++ [k] from rfl, rightSemicircular_single_append]
by_cases hik : i = k <;> by_cases hjk : j = k <;>
simp [hik, hjk, rightSemicircular_single_nil]
| append_singleton v l _ =>
rw [show k :: (v ++ [l]) = (k :: v) ++ [l] from rfl,
rightSemicircular_single_append]
simp only [map_add, List.cons_append, semicircular_single_cons]
rw [show i :: k :: (v ++ [l]) = (i :: k :: v) ++ [l] from rfl,
rightSemicircular_single_append]
by_cases hik : i = k <;> by_cases hjl : j = l <;>
simp [hik, hjl, rightSemicircular_single_append, add_assoc, add_comm, add_left_comm]
def rightWick : List ι → Space ι →L[ℂ] Space ι
| [] => 1
| [i] => rightSemicircular i
| i :: j :: w => rightSemicircular i * rightWick (j :: w) -
if i = j then rightWick w else 0
theorem commute_rightWick (A : Space ι →L[ℂ] Space ι)
(h : ∀ i, Commute A (rightSemicircular i)) (w : List ι) :
Commute A (rightWick w) := by
induction w using rightWick.induct with
| case1 => exact Commute.one_right A
| case2 i => exact h i
| case3 i j w ih₁ ih₂ =>
dsimp only [rightWick]
apply ((h i).mul_right ih₁).sub_right
split_ifs
· exact ih₂
· exact Commute.zero_right A
@[simp] theorem rightWick_vacuum (w : List ι) :
rightWick w (basisVector []) = basisVector w.reverse := by
induction w using rightWick.induct with
| case1 => simp [rightWick]
| case2 i => simp [rightWick, basisVector]
| case3 i j w ih₁ ih₂ =>
simp only [rightWick, sub_apply, mul_apply_eq_comp, ih₁]
by_cases h : i = j <;>
simp only [h, ↓reduceIte, ih₂] <;>
simp [basisVector, List.reverse_cons, h, rightSemicircular_single_append]
@[simp] theorem adjoint_rightWick_vacuum (w : List ι) :
star (rightWick w) (basisVector []) = basisVector w := by
induction w using rightWick.induct with
| case1 => simp [rightWick]
| case2 i =>
rw [rightWick, (rightSemicircular_selfAdjoint i).star_eq]
simp [basisVector]
| case3 i j w ih₁ ih₂ =>
have hc : Commute (star (rightWick (j :: w))) (semicircular i) := by
have h := commute_rightWick (semicircular i) (semicircular_commutes_right i) (j :: w)
have hs := congrArg star h.eq
change _ * _ = _ * _
simpa only [star_mul, (semicircular_selfAdjoint i).star_eq] using hs
have hv : rightSemicircular i (basisVector ([] : List ι)) =
semicircular i (basisVector []) := by simp [basisVector]
rw [rightWick, star_sub (rightSemicircular i * rightWick (j :: w)) _, star_mul,
(rightSemicircular_selfAdjoint i).star_eq,
sub_apply, mul_apply_eq_comp]
rw [hv, ← mul_apply_eq_comp, hc.eq, mul_apply_eq_comp, ih₁]
by_cases h : i = j <;>
simp only [h, ↓reduceIte, star_zero, ih₂] <;>
simp [h, basisVector]
def algebra (ι : Type) [DecidableEq ι] : VonNeumannAlgebra (Space ι) where
toStarSubalgebra := StarSubalgebra.centralizer ℂ (Set.range (rightSemicircular (ι := ι)))
centralizer_centralizer' := Set.centralizer_centralizer_centralizer _
theorem mem_algebra_iff (A : Space ι →L[ℂ] Space ι) :
A ∈ algebra ι ↔ ∀ i, Commute A (rightSemicircular i) := by
change A ∈ StarSubalgebra.centralizer ℂ (Set.range rightSemicircular) ↔ _
rw [StarSubalgebra.mem_centralizer_iff]
simp only [Set.forall_mem_range, (rightSemicircular_selfAdjoint _).star_eq, and_self]
exact forall_congr' fun i => eq_comm
theorem semicircular_mem (i : ι) : semicircular i ∈ algebra ι :=
(mem_algebra_iff _).mpr (semicircular_commutes_right i)
theorem vacuum_separating (A : Space ι →L[ℂ] Space ι) (hA : A ∈ algebra ι)
(h0 : A (basisVector []) = 0) : A = 0 := by
have hsingle (w : List ι) : A (basisVector w) = 0 := by
rw [← List.reverse_reverse w, ← rightWick_vacuum]
rw [← mul_apply_eq_comp,
(commute_rightWick A ((mem_algebra_iff A).mp hA) w.reverse).eq,
mul_apply_eq_comp, h0, map_zero]
apply lp.ext_continuousLinearMap (by norm_num : (2 : ℝ≥0∞) ≠ ⊤)
intro w
apply ContinuousLinearMap.ext
intro z
change A (lp.single 2 w z) = 0
have hz : lp.single 2 w z = z • basisVector w := by
simp [basisVector, ← lp.single_smul]
rw [hz, map_smul, hsingle, smul_zero]
theorem adjoint_vacuum_coefficient (A : Space ι →L[ℂ] Space ι)
(hA : A ∈ algebra ι) (w : List ι) :
(star A (basisVector [])) w = star ((A (basisVector [])) w.reverse) := by
have hw : A (basisVector w) = rightWick w.reverse (A (basisVector [])) := by
rw [← mul_apply_eq_comp,
← (commute_rightWick A ((mem_algebra_iff A).mp hA) w.reverse).eq,
mul_apply_eq_comp, rightWick_vacuum, List.reverse_reverse]
calc
(star A (basisVector [])) w = inner ℂ (basisVector w) (star A (basisVector [])) := by
simp [basisVector, lp.inner_single_left]
_ = inner ℂ (A (basisVector w)) (basisVector []) :=
ContinuousLinearMap.adjoint_inner_right A _ _
_ = inner ℂ (rightWick w.reverse (A (basisVector []))) (basisVector []) := by rw [hw]
_ = inner ℂ (A (basisVector [])) (star (rightWick w.reverse) (basisVector [])) :=
(ContinuousLinearMap.adjoint_inner_right _ _ _).symm
_ = star ((A (basisVector [])) w.reverse) := by
rw [adjoint_rightWick_vacuum]
simp [basisVector, lp.inner_single_right]
theorem vacuum_product_formula (A B : Space ι →L[ℂ] Space ι)
(hA : A ∈ algebra ι) :
inner ℂ (basisVector []) ((A * B) (basisVector [])) =
∑' w : List ι, (B (basisVector [])) w * (A (basisVector [])) w.reverse := by
rw [mul_apply_eq_comp, ← ContinuousLinearMap.adjoint_inner_left A,
← ContinuousLinearMap.star_eq_adjoint, lp.inner_eq_tsum]
apply tsum_congr
intro w
rw [RCLike.inner_apply, adjoint_vacuum_coefficient A hA w]
simp
theorem vacuum_tracial (A : Space ι →L[ℂ] Space ι) (hA : A ∈ algebra ι)
(B : Space ι →L[ℂ] Space ι) (hB : B ∈ algebra ι) :
inner ℂ (basisVector []) ((A * B) (basisVector [])) =
inner ℂ (basisVector []) ((B * A) (basisVector [])) := by
rw [vacuum_product_formula A B hA, vacuum_product_formula B A hB]
let e : List ι ≃ List ι := ⟨List.reverse, List.reverse, List.reverse_reverse, List.reverse_reverse⟩
calc
(∑' w : List ι, (B (basisVector [])) w * (A (basisVector [])) w.reverse) =
∑' w : List ι, (B (basisVector [])) w.reverse * (A (basisVector [])) w := by
simpa [e] using (e.tsum_eq (fun w : List ι =>
(B (basisVector [])) w * (A (basisVector [])) w.reverse)).symm
_ = _ := tsum_congr fun _ => mul_comm _ _
def tracialVector (ι : Type) [DecidableEq ι] : TracialVector (algebra ι) where
vacuum := basisVector []
norm_vacuum := by
simp [basisVector, lp.norm_single (E := fun _ : List ι => ℂ) (p := 2)]
tracial := vacuum_tracial
separating := vacuum_separating
def vacuumProjection : Space ι →L[ℂ] Space ι :=
InnerProductSpace.rankOne ℂ (basisVector []) (basisVector [])
@[simp] theorem vacuumProjection_single (w : List ι) (z : ℂ) :
vacuumProjection (lp.single 2 w z) = if w = [] then lp.single 2 [] z else 0 := by
by_cases h : w = []
· subst w
simp [vacuumProjection, basisVector, lp.inner_single_left, ← lp.single_smul]
· simp [vacuumProjection, basisVector, lp.inner_single_left, lp.single_apply, h]
theorem creation_commutes_rightCreation (i j : ι) :
Commute (creation i) (rightCreation j) := by
show creation i * rightCreation j = rightCreation j * creation i
apply lp.ext_continuousLinearMap (by norm_num : (2 : ℝ≥0∞) ≠ ⊤)
intro w
apply ContinuousLinearMap.ext
intro z
change creation i (rightCreation j (lp.single 2 w z)) =
rightCreation j (creation i (lp.single 2 w z))
simp
theorem rightAnnihilation_creation (i j : ι) :
star (rightCreation i) * creation j = creation j * star (rightCreation i) +
if i = j then vacuumProjection else 0 := by
apply lp.ext_continuousLinearMap (by norm_num : (2 : ℝ≥0∞) ≠ ⊤)
intro w
apply ContinuousLinearMap.ext
intro z
change star (rightCreation i) (creation j (lp.single 2 w z)) =
creation j (star (rightCreation i) (lp.single 2 w z)) +
(if i = j then vacuumProjection else 0) (lp.single 2 w z)
induction w using List.reverseRecOn with
| nil =>
rw [creation_single, show [j] = [] ++ [j] from rfl, rightAnnihilation_single_append]
by_cases h : i = j <;> simp [h]
| append_singleton w k _ =>
rw [creation_single, show j :: (w ++ [k]) = (j :: w) ++ [k] from rfl,
rightAnnihilation_single_append]
have hp : (if i = j then vacuumProjection else 0) (lp.single 2 (w ++ [k]) z) = 0 := by
split_ifs <;> simp
rw [hp, rightAnnihilation_single_append]
by_cases h : i = k <;> simp [h]
theorem rightAnnihilation_semicircular (i j : ι) :
star (rightCreation i) * semicircular j = semicircular j * star (rightCreation i) +
if i = j then vacuumProjection else 0 := by
have h : star (rightCreation i) * star (creation j) =
star (creation j) * star (rightCreation i) := by
simpa only [star_mul] using congrArg star (creation_commutes_rightCreation j i).eq
rw [semicircular, mul_add, add_mul, rightAnnihilation_creation, h]
abel
def derivativeKernel {n : ℕ} (i : Fin n) (w : List (Fin n)) :
Space (Fin n) →L[ℂ] Space (Fin n) :=
∑ r : Fin w.length, if w[r.val] = i then
wordEval semicircular (w.take r.val) * vacuumProjection *
wordEval semicircular (w.drop (r.val + 1)) else 0
@[simp] theorem derivativeKernel_nil {n : ℕ} (i : Fin n) :
derivativeKernel i [] = 0 := by simp [derivativeKernel]
theorem derivativeKernel_cons {n : ℕ} (i j : Fin n) (w : List (Fin n)) :
derivativeKernel i (j :: w) =
(if j = i then vacuumProjection * wordEval semicircular w else 0) +
semicircular j * derivativeKernel i w := by
simp only [derivativeKernel, List.length_cons, Fin.sum_univ_succ]
simp only [Fin.val_zero, Fin.val_succ, List.getElem_cons_zero, List.getElem_cons_succ,
List.take_zero, List.take_succ_cons, List.drop_succ_cons, Nat.zero_add,
wordEval, List.map_nil, List.prod_nil, one_mul, Finset.mul_sum]
congr 1
apply Finset.sum_congr rfl
intro r _
split_ifs <;> simp [List.map_cons, List.prod_cons, mul_assoc]
theorem rightAnnihilation_word {n : ℕ} (i : Fin n) (w : List (Fin n)) :
star (rightCreation i) * wordEval semicircular w =
wordEval semicircular w * star (rightCreation i) + derivativeKernel i w := by
induction w with
| nil => simp [wordEval]
| cons j w ih =>
have hw : wordEval semicircular (j :: w) = semicircular j * wordEval semicircular w := by
simp [wordEval]
rw [hw, derivativeKernel_cons, ← mul_assoc, rightAnnihilation_semicircular,
add_mul, mul_assoc, ih, mul_add]
by_cases h : i = j <;> simp [h, eq_comm, mul_assoc, add_assoc, add_comm, add_left_comm]
theorem trace_projection_product (A B : Space ι →L[ℂ] Space ι) :
trace (tracialVector ι) (A * vacuumProjection * B) =
trace (tracialVector ι) A * trace (tracialVector ι) B := by
simp only [trace, tracialVector, vacuumProjection, mul_apply_eq_comp,
InnerProductSpace.rankOne_apply, map_smul, inner_smul_right]
exact mul_comm _ _
theorem trace_derivativeKernel {n : ℕ} (i : Fin n) (w : List (Fin n)) :
trace (tracialVector (Fin n)) (derivativeKernel i w) =
derivativeMoment (tracialVector (Fin n)) semicircular i w := by
rw [derivativeKernel, trace_sum]
apply Finset.sum_congr rfl
intro r _
split_ifs <;> simp [trace_projection_product, wordMoment]
theorem trace_semicircular_left (i : ι) (A : Space ι →L[ℂ] Space ι) :
trace (tracialVector ι) (semicircular i * A) =
trace (tracialVector ι) (star (rightCreation i) * A) := by
simp only [trace, tracialVector, mul_apply_eq_comp]
rw [← ContinuousLinearMap.adjoint_inner_left (semicircular i),
← ContinuousLinearMap.adjoint_inner_left (star (rightCreation i))]
simp only [← ContinuousLinearMap.star_eq_adjoint, star_star,
(semicircular_selfAdjoint i).star_eq, basisVector,
semicircular_single_nil, rightCreation_single, List.nil_append]
theorem semicircular_integration_by_parts {n : ℕ} (i : Fin n) (w : List (Fin n)) :
trace (tracialVector (Fin n)) (semicircular i * wordEval semicircular w) =
derivativeMoment (tracialVector (Fin n)) semicircular i w := by
rw [trace_semicircular_left, rightAnnihilation_word, trace_add, trace_derivativeKernel]
suffices trace (tracialVector (Fin n))
(wordEval semicircular w * star (rightCreation i)) = 0 by rw [this, zero_add]
simp [trace, tracialVector, basisVector, mul_apply_eq_comp]
theorem semicircular_conjugateSystem (n : ℕ) :
ConjugateSystem (tracialVector (Fin n)) semicircular
(fun i => semicircular i (basisVector [])) := by
intro i
constructor
· apply Submodule.le_topologicalClosure
apply Submodule.subset_span
use [i]
simp [wordEval, tracialVector]
· intro w
rw [← semicircular_integration_by_parts]
change inner ℂ (semicircular i (basisVector [])) (wordEval semicircular w (basisVector [])) =
inner ℂ (basisVector []) (semicircular i (wordEval semicircular w (basisVector [])))
conv_lhs => rw [← (semicircular_selfAdjoint i).star_eq]
exact ContinuousLinearMap.adjoint_inner_left _ _ _
theorem semicircular_freeFisher (n : ℕ) :
freeFisher (tracialVector (Fin n)) semicircular = (n : ℝ≥0∞) := by
rw [freeFisher_eq_of_conjugate _ (semicircular_conjugateSystem n)]
simp [basisVector, lp.norm_single (E := fun _ : List (Fin n) => ℂ) (p := 2)]
theorem semicircular_moment_succ {n : ℕ} (i : Fin n) (k : ℕ) :
trace (tracialVector (Fin n)) (semicircular i ^ (k + 1)) =
∑ r ∈ Finset.range k, trace (tracialVector (Fin n)) (semicircular i ^ r) *
trace (tracialVector (Fin n)) (semicircular i ^ (k - (r + 1))) := by
have hw (j : ℕ) : wordEval semicircular (List.replicate j i) = semicircular i ^ j := by
simp [wordEval]
rw [pow_succ', ← hw k, semicircular_integration_by_parts]
simp only [derivativeMoment, List.getElem_replicate,
ite_true, wordMoment, List.take_replicate, List.drop_replicate]
simp only [hw]
rw [Fin.sum_univ_eq_sum_range (fun r =>
trace (tracialVector (Fin n)) (semicircular i ^ min r k) *
trace (tracialVector (Fin n)) (semicircular i ^ (k - (r + 1))))
(List.replicate k i).length, List.length_replicate]
apply Finset.sum_congr rfl
intro r hr
rw [min_eq_left (Nat.le_of_lt (Finset.mem_range.mp hr))]
private theorem sum_range_double {α : Type u2} [AddCommMonoid α] (f : ℕ → α) (k : ℕ) :
∑ r ∈ Finset.range (2 * k), f r =
∑ r ∈ Finset.range k, (f (2 * r) + f (2 * r + 1)) := by
induction k with
| zero => simp
| succ k ih =>
rw [Nat.mul_succ, show 2 * k + 2 = (2 * k + 1) + 1 by omega]
rw [Finset.sum_range_succ, Finset.sum_range_succ, ih,
Finset.sum_range_succ, add_assoc]
theorem semicircular_moments {n : ℕ} (i : Fin n) (k : ℕ) :
trace (tracialVector (Fin n)) (semicircular i ^ k) =
if Even k then (catalan (k / 2) : ℂ) else 0 := by
induction k using Nat.strong_induction_on with
| h k ih =>
rcases k with _ | k
· simp [trace, tracialVector, basisVector]
· rw [semicircular_moment_succ]
rcases Nat.even_or_odd' k with ⟨m, rfl | rfl⟩
· rw [ite_eq_right (by rw [Nat.even_iff]; omega : ¬Even (2 * m + 1))]
apply Finset.sum_eq_zero
intro r hr
have hr' := Finset.mem_range.mp hr
rw [ih r (by omega), ih (2 * m - (r + 1)) (by omega)]
rcases Nat.mod_two_eq_zero_or_one r with he | ho
· have : ¬ Even (2 * m - (r + 1)) := by rw [Nat.even_iff]; omega
simp [this]
· have : ¬ Even r := by rw [Nat.even_iff]; omega
simp [this]
· have he : Even (2 * m + 1 + 1) := by rw [Nat.even_iff]; omega
rw [ite_eq_left he, show (2 * m + 1 + 1) / 2 = m + 1 by omega,
Finset.sum_range_succ, sum_range_double]
have hs : ∀ r < m,
trace (tracialVector (Fin n)) (semicircular i ^ (2 * r)) *
trace (tracialVector (Fin n)) (semicircular i ^ (2 * m + 1 - (2 * r + 1))) +
trace (tracialVector (Fin n)) (semicircular i ^ (2 * r + 1)) *
trace (tracialVector (Fin n)) (semicircular i ^ (2 * m + 1 - (2 * r + 1 + 1))) =
(catalan r : ℂ) * (catalan (m - r) : ℂ) := by
intro r hr
rw [ih (2 * r) (by omega), ih (2 * m + 1 - (2 * r + 1)) (by omega),
ih (2 * r + 1) (by omega)]
have h₁ : Even (2 * r) := by rw [Nat.even_iff]; omega
have h₂ : Even (2 * m + 1 - (2 * r + 1)) := by rw [Nat.even_iff]; omega
have h₃ : ¬Even (2 * r + 1) := by rw [Nat.even_iff]; omega
simp only [h₁, h₂, h₃, ite_true, ite_false, zero_mul, add_zero]
rw [show 2 * r / 2 = r by omega,
show (2 * m + 1 - (2 * r + 1)) / 2 = m - r by omega]
rw [Finset.sum_congr rfl (fun r hr => hs r (Finset.mem_range.mp hr))]
rw [ih (2 * m) (by omega), ih (2 * m + 1 - (2 * m + 1)) (by omega)]
have h₁ : Even (2 * m) := by rw [Nat.even_iff]; omega
simp only [Nat.sub_self, h₁, ite_true, show Even (0 : ℕ) from ⟨0, rfl⟩, Nat.zero_div,
catalan_zero, Nat.cast_one, mul_one]
rw [show 2 * m / 2 = m by omega, catalan_succ,
Nat.cast_sum, ← Fin.sum_univ_eq_sum_range]
rw [Fin.sum_univ_castSucc]
simp only [Fin.val_castSucc, Fin.val_last, Nat.sub_self, catalan_zero,
mul_one, Nat.cast_mul]
def wordSpace (J : Set ι) : Submodule ℂ (Space ι) :=
Submodule.span ℂ {x | ∃ w : List ι, (∀ i ∈ w, i ∈ J) ∧ x = basisVector w}
def startsIn (J : Set ι) : Submodule ℂ (Space ι) :=
Submodule.span ℂ {x | ∃ i ∈ J, ∃ w : List ι, x = basisVector (i :: w)}
def suffixEmbedding (w : List ι) : Space ι →L[ℂ] Space ι :=
(injectionIsometry (fun v => v ++ w) (List.append_left_injective w)).toContinuousLinearMap
@[simp] theorem suffixEmbedding_basis (w v : List ι) :
suffixEmbedding w (basisVector v) = basisVector (v ++ w) :=
injectionIsometry_single _ (List.append_left_injective w) v 1
theorem basis_mem_wordSpace {J : Set ι} {w : List ι} (hw : ∀ i ∈ w, i ∈ J) :
basisVector w ∈ wordSpace J := Submodule.subset_span ⟨w, hw, rfl⟩
theorem vacuum_mem_wordSpace (J : Set ι) : basisVector [] ∈ wordSpace J :=
basis_mem_wordSpace (by simp)
theorem semicircular_preserves_wordSpace {J : Set ι} {i : ι} (hi : i ∈ J)
{x : Space ι} (hx : x ∈ wordSpace J) : semicircular i x ∈ wordSpace J := by
induction hx using Submodule.span_induction with
| mem x hx =>
obtain ⟨w, hw, rfl⟩ := hx
cases w with
| nil =>
simpa [basisVector] using
(basis_mem_wordSpace (show ∀ j ∈ [i], j ∈ J by simpa using hi))
| cons j w =>
change semicircular i (lp.single 2 (j :: w) 1) ∈ wordSpace J
rw [semicircular_single_cons]
apply Submodule.add_mem
· exact basis_mem_wordSpace (by simpa using And.intro hi hw)
· split_ifs
· exact basis_mem_wordSpace (fun k hk => hw k (List.mem_cons_of_mem _ hk))
· exact Submodule.zero_mem _
| zero => simp
| add x y _ _ hx hy => simpa using (wordSpace J).add_mem hx hy
| smul z x _ hx => simpa using (wordSpace J).smul_mem z hx
theorem semicircular_suffix {J : Set ι} {i : ι} (hi : i ∈ J)
(w : List ι) (hw : ∀ j ∈ w.head?, j ∉ J) {x : Space ι} (hx : x ∈ wordSpace J) :
semicircular i (suffixEmbedding w x) = suffixEmbedding w (semicircular i x) := by
induction hx using Submodule.span_induction with
| mem x hx =>
obtain ⟨v, hv, rfl⟩ := hx
cases v with
| nil =>
cases w with
| nil => simp [basisVector, suffixEmbedding, injectionIsometry_single]
| cons j w =>
have hij : i ≠ j := by intro hij; subst i; exact hw j (by simp) hi
simp [basisVector, suffixEmbedding, injectionIsometry_single, hij]
| cons j v =>
change semicircular i (suffixEmbedding w (lp.single 2 (j :: v) 1)) = _
rw [show suffixEmbedding w (lp.single 2 (j :: v) 1) =
lp.single 2 (j :: (v ++ w)) 1 from suffixEmbedding_basis w (j :: v)]
simp only [basisVector, semicircular_single_cons, map_add]
split_ifs <;> simp [suffixEmbedding, injectionIsometry_single]
| zero => simp
| add x y _ _ hx hy => simp [map_add, hx, hy]
| smul z x _ hx => simp [hx]
theorem adjoin_suffix {J : Set ι} {A : Space ι →L[ℂ] Space ι}
(hA : A ∈ Algebra.adjoin ℂ (semicircular '' J)) (w : List ι)
(hw : ∀ j ∈ w.head?, j ∉ J) :
∀ x ∈ wordSpace J,
A x ∈ wordSpace J ∧ A (suffixEmbedding w x) = suffixEmbedding w (A x) := by
induction hA using Algebra.adjoin_induction with
| mem A hA =>
obtain ⟨i, hi, rfl⟩ := hA
exact fun x hx => ⟨semicircular_preserves_wordSpace hi hx, semicircular_suffix hi w hw hx⟩
| algebraMap z =>
intro x hx
constructor
· simpa using (wordSpace J).smul_mem z hx
· simp
| add A B _ _ hA hB =>
intro x hx
exact ⟨(wordSpace J).add_mem (hA x hx).1 (hB x hx).1,
by simp only [add_apply, (hA x hx).2, (hB x hx).2, map_add]⟩
| mul A B _ _ hA hB =>
intro x hx
exact ⟨(hA (B x) (hB x hx).1).1,
by simp only [mul_apply_eq_comp, (hB x hx).2, (hA (B x) (hB x hx).1).2]⟩
theorem centered_wordSpace_suffix {J : Set ι} {x : Space ι} (hx : x ∈ wordSpace J)
(w : List ι) : suffixEmbedding w (x - x [] • basisVector []) ∈ startsIn J := by
induction hx using Submodule.span_induction with
| mem x hx =>
obtain ⟨v, hv, rfl⟩ := hx
cases v with
| nil => simp [basisVector, lp.single_apply]
| cons j v =>
have hz : (basisVector (j :: v)) [] = 0 := by simp [basisVector, lp.single_apply]
rw [hz, zero_smul, sub_zero, suffixEmbedding_basis]
exact Submodule.subset_span ⟨j, hv j (by simp), v ++ w, rfl⟩
| zero => simp
| add x y _ _ hx hy =>
have h : (x + y) - (x + y) [] • basisVector [] =
(x - x [] • basisVector []) + (y - y [] • basisVector []) := by
change (x + y) - (x [] + y []) • basisVector [] = _
rw [add_smul]; abel
rw [h, map_add]
exact (startsIn J).add_mem hx hy
| smul z x _ hx =>
have h : z • x - (z • x) [] • basisVector [] =
z • (x - x [] • basisVector []) := by
change z • x - (z * x []) • basisVector [] = _
rw [smul_sub, smul_smul]
rw [h, map_smul]
exact (startsIn J).smul_mem z hx
theorem trace_eq_vacuum_coefficient (A : Space ι →L[ℂ] Space ι) :
trace (tracialVector ι) A = (A (basisVector [])) [] := by
simp [trace, tracialVector, basisVector, lp.inner_single_left]
theorem centered_adjoin_basis {J : Set ι} {A : Space ι →L[ℂ] Space ι}
(hA : A ∈ Algebra.adjoin ℂ (semicircular '' J))
(hcenter : trace (tracialVector ι) A = 0) (w : List ι)
(hw : ∀ j ∈ w.head?, j ∉ J) : A (basisVector w) ∈ startsIn J := by
have h := adjoin_suffix hA w hw (basisVector []) (vacuum_mem_wordSpace J)
have hzero : (A (basisVector [])) [] = 0 := by
rwa [← trace_eq_vacuum_coefficient]
have hs := centered_wordSpace_suffix h.1 w
simpa only [hzero, zero_smul, sub_zero, ← h.2, suffixEmbedding_basis, List.nil_append] using hs
theorem centered_adjoin_startsIn {J K : Set ι} (hJK : Disjoint J K)
{A : Space ι →L[ℂ] Space ι} (hA : A ∈ Algebra.adjoin ℂ (semicircular '' J))
(hcenter : trace (tracialVector ι) A = 0) {x : Space ι} (hx : x ∈ startsIn K) :
A x ∈ startsIn J := by
induction hx using Submodule.span_induction with
| mem x hx =>
obtain ⟨i, hi, w, rfl⟩ := hx
apply centered_adjoin_basis hA hcenter
intro j hj hjJ
have : j = i := by simpa using hj.symm
subst j
exact Set.disjoint_left.mp hJK hjJ hi
| zero => simp
| add x y _ _ hx hy => simpa using (startsIn J).add_mem hx hy
| smul z x _ hx => simpa using (startsIn J).smul_mem z hx
theorem startsIn_vacuum_zero {J : Set ι} {x : Space ι} (hx : x ∈ startsIn J) : x [] = 0 := by
induction hx using Submodule.span_induction with
| mem x hx =>
obtain ⟨i, _, w, rfl⟩ := hx
simp [basisVector, lp.single_apply]
| zero => rfl
| add x y _ _ hx hy => simp [hx, hy]
| smul z x _ hx => simp [hx]
theorem alternating_product_starts {κ : Type} (J : κ → Set ι)
(hJ : Pairwise (fun i j => Disjoint (J i) (J j))) :
∀ (k : ℕ) (hk : 0 < k) (j : Fin k → κ) (a : Fin k → Space ι →L[ℂ] Space ι),
(∀ r, a r ∈ Algebra.adjoin ℂ (semicircular '' J (j r))) →
(∀ r, trace (tracialVector ι) (a r) = 0) →
(∀ (r : ℕ) (hr : r + 1 < k),
j ⟨r, Nat.lt_trans (Nat.lt_succ_self r) hr⟩ ≠ j ⟨r + 1, hr⟩) →
(List.ofFn a).prod (basisVector []) ∈ startsIn (J (j ⟨0, hk⟩)) := by
intro k
induction k with
| zero => intro hk; omega
| succ k ih =>
intro hk j a ha hc hadj
rw [List.ofFn_succ, List.prod_cons, mul_apply_eq_comp]
cases k with
| zero =>
simpa using centered_adjoin_basis (ha 0) (hc 0) [] (by simp)
| succ k =>
have htail := ih (by omega) (fun r => j r.succ) (fun r => a r.succ)
(fun r => ha r.succ) (fun r => hc r.succ) (by
intro r hr
exact hadj (r + 1) (by omega))
exact centered_adjoin_startsIn (hJ (hadj 0 (by omega))) (ha 0) (hc 0) htail
theorem free_grouped_semicircular {κ : Type} (J : κ → Set ι)
(hJ : Pairwise (fun i j => Disjoint (J i) (J j))) :
FreeSubalgebras (tracialVector ι)
(fun j => Algebra.adjoin ℂ (semicircular '' J j)) := by
intro k hk j a ha hc hadj
rw [trace_eq_vacuum_coefficient]
exact startsIn_vacuum_zero (alternating_product_starts J hJ k hk j a ha hc hadj)
theorem free_semicircular :
FreeSubalgebras (tracialVector ι) (fun i : ι => Algebra.adjoin ℂ {semicircular i}) := by
simpa only [Set.image_singleton] using free_grouped_semicircular (fun i : ι => {i})
(by intro i j hij; exact Set.disjoint_singleton.mpr hij)
theorem freeStandardNoise {m n : ℕ} (J : Set (Fin m))
(X : Fin n → Space (Fin m) →L[ℂ] Space (Fin m))
(hX : ∀ i, X i ∈ Algebra.adjoin ℂ (semicircular '' J))
(σ : Fin n → Fin m) (hσ : Function.Injective σ) (hs : ∀ i, σ i ∉ J) :
FreeStandardNoise (tracialVector (Fin m)) X (fun i => semicircular (σ i)) := by
refine ⟨fun i k => semicircular_moments (σ i) k, ?_⟩
let K : Option (Fin n) → Set (Fin m) := fun j => match j with
| none => J
| some i => {σ i}
have hK : Pairwise (fun i j => Disjoint (K i) (K j)) := by
intro i j hij
cases i with
| none =>
cases j with
| none => exact False.elim (hij rfl)
| some j => exact Set.disjoint_singleton_right.mpr (hs j)
| some i =>
cases j with
| none => exact Set.disjoint_singleton_left.mpr (hs i)
| some j => exact Set.disjoint_singleton.mpr (fun h => hij (congrArg some (hσ h)))
apply (free_grouped_semicircular K hK).mono
intro j
cases j with
| none =>
apply Algebra.adjoin_le
rintro _ ⟨i, rfl⟩
exact hX i
| some i => simp [K]
theorem rightAnnihilation_adjoin {J : Set ι} {i : ι} (hi : i ∉ J)
{A : Space ι →L[ℂ] Space ι} (hA : A ∈ Algebra.adjoin ℂ (semicircular '' J)) :
Commute (star (rightCreation i)) A := by
induction hA using Algebra.adjoin_induction with
| mem A hA =>
obtain ⟨j, hj, rfl⟩ := hA
have hij : i ≠ j := by intro h; subst j; exact hi hj
show _ * _ = _ * _
simpa [hij] using rightAnnihilation_semicircular i j
| algebraMap z => exact Algebra.commutes z _ |>.symm
| add A B _ _ hA hB => exact hA.add_right hB
| mul A B _ _ hA hB => exact hA.mul_right hB
theorem heat_freeFisher_le {n : ℕ} (J : Set ι)
(X : Fin n → Space ι →L[ℂ] Space ι)
(hX : ∀ i, X i ∈ Algebra.adjoin ℂ (semicircular '' J))
(σ : Fin n → ι) (hσ : Function.Injective σ) (hs : ∀ i, σ i ∉ J)
(u : ℝ) (hu : 0 < u) :
freeFisher (tracialVector ι) (heatTuple X (fun i => semicircular (σ i)) u) ≤
ENNReal.ofReal ((n : ℝ) / u) := by
let Z := heatTuple X (fun i => semicircular (σ i)) u
let η : Fin n → Space ι := fun i => ((Real.sqrt u)⁻¹ : ℂ) • basisVector [σ i]
have hc (i j : Fin n) : star (rightCreation (σ i)) * Z j =
Z j * star (rightCreation (σ i)) +
if j = i then (Real.sqrt u : ℂ) • vacuumRankOne (tracialVector ι) else 0 := by
change _ * (X j + (Real.sqrt u : ℂ) • semicircular (σ j)) = _
rw [mul_add, mul_smul_comm, (rightAnnihilation_adjoin (hs i) (hX j)).eq,
rightAnnihilation_semicircular]
change _ = (X j + (Real.sqrt u : ℂ) • semicircular (σ j)) *
star (rightCreation (σ i)) +
if j = i then (Real.sqrt u : ℂ) • vacuumProjection else 0
by_cases hij : j = i
· subst j
simp only [ite_true, add_mul, smul_mul_assoc, add_assoc]
congr 1
exact smul_add _ _ _
· have hneq : σ i ≠ σ j := fun h => hij (hσ h).symm
simp [hij, hneq, add_mul, smul_mul_assoc]
have hu' : Real.sqrt u ≠ 0 := ne_of_gt (Real.sqrt_pos.mpr hu)
have hη (i : Fin n) (w : List (Fin n)) :
inner ℂ (η i) (wordEval Z w (tracialVector ι).vacuum) =
derivativeMoment (tracialVector ι) Z i w := by
have h := commutator_integration_by_parts (tracialVector ι) Z
(star (rightCreation (σ i))) i (Real.sqrt u) (hc i)
(by simp [tracialVector, basisVector]) w
simp only [star_star, tracialVector, basisVector, rightCreation_single,
List.nil_append] at h
change inner ℂ (((Real.sqrt u : ℂ)⁻¹) • lp.single 2 [σ i] 1)
(wordEval Z w (lp.single 2 [] 1)) = _
rw [inner_smul_left, h]
simp [hu', tracialVector, basisVector]
refine (freeFisher_le_testVectors (tracialVector ι) Z η hη).trans ?_
apply ENNReal.ofReal_le_ofReal
have hnorm (i : Fin n) : ‖η i‖ ^ 2 = u⁻¹ := by
simp [η, norm_smul, basisVector, norm_inv,
lp.norm_single (E := fun _ : List ι => ℂ) (p := 2),
abs_of_nonneg (Real.sqrt_nonneg u), inv_pow, Real.sq_sqrt (le_of_lt hu)]
simp [hnorm, div_eq_mul_inv]
end Fock
namespace LabelHilbert
open scoped lp
variable {α : Type} [DecidableEq α]
abbrev Space (α : Type) := lp (fun _ : α => ℂ) 2
def basis (a : α) : Space α := lp.single 2 a 1
def coordinateIsometry (a : α) : ℂ →ₗᵢ[ℂ] Space α where
toLinearMap := lp.lsingle (𝕜 := ℂ) (E := fun _ : α => ℂ) 2 a
norm_map' z := lp.norm_single (E := fun _ : α => ℂ) (p := 2) (by norm_num) a z
theorem orthogonal_coordinates (f : α → α) (hf : Function.Injective f) :
OrthogonalFamily ℂ (fun _ : α => ℂ) (fun a => coordinateIsometry (f a)) := by
intro a b hab x y
change inner ℂ (lp.single (E := fun _ : α => ℂ) 2 (f a) x)
(lp.single (E := fun _ : α => ℂ) 2 (f b) y) = 0
rw [lp.inner_single_left, lp.single_apply_ne (E := fun _ : α => ℂ) 2 (f b) y
(fun h => hab (hf h))]
simp
def lift (f : α → α) (hf : Function.Injective f) : Space α →L[ℂ] Space α :=
(orthogonal_coordinates f hf).linearIsometry.toContinuousLinearMap
@[simp] theorem lift_single (f : α → α) (hf : Function.Injective f) (a : α) (z : ℂ) :
lift f hf (lp.single 2 a z) = lp.single 2 (f a) z :=
(orthogonal_coordinates f hf).linearIsometry_apply_single z
@[simp] theorem lift_basis (f : α → α) (hf : Function.Injective f) (a : α) :
lift f hf (basis a) = basis (f a) := lift_single f hf a 1
theorem adjoint_apply (f : α → α) (hf : Function.Injective f) (x : Space α) (a : α) :
(star (lift f hf) x) a = x (f a) := by
have h := ContinuousLinearMap.adjoint_inner_right (lift f hf) (basis a) x
simpa [basis, ContinuousLinearMap.star_eq_adjoint, lp.inner_single_left] using h
theorem adjoint_single_of_inverse (f : α → α) (hf : Function.Injective f)
(q : α → Option α) (hq : ∀ a b, q b = some a ↔ f a = b) (b : α) (z : ℂ) :
star (lift f hf) (lp.single 2 b z) = (q b).elim 0 (fun a => lp.single 2 a z) := by
apply lp.ext
funext a
rw [adjoint_apply]
cases h : q b with
| none =>
have hab : f a ≠ b := fun he => by have := (hq a b).mpr he; simp [h] at this
simp [lp.single_apply, hab]
| some c =>
have hfc : f c = b := (hq c b).mp h
subst b
change (lp.single (E := fun _ : α => ℂ) 2 (f c) z) (f a) =
(lp.single (E := fun _ : α => ℂ) 2 c z) a
by_cases hac : a = c
· subst a; simp
· rw [lp.single_apply_ne (E := fun _ : α => ℂ) 2 (f c) z (fun h => hac (hf h)),
lp.single_apply_ne (E := fun _ : α => ℂ) 2 c z hac]
theorem lift_mul (f g : α → α) (hf : Function.Injective f) (hg : Function.Injective g) :
lift f hf * lift g hg = lift (f ∘ g) (hf.comp hg) := by
apply lp.ext_continuousLinearMap (by norm_num : (2 : ℝ≥0∞) ≠ ⊤)
intro a
apply ContinuousLinearMap.ext
intro z
change lift f hf (lift g hg (lp.single 2 a z)) = _
simp
theorem lift_commute (f g : α → α) (hf : Function.Injective f) (hg : Function.Injective g)
(hfg : Function.Commute f g) : Commute (lift f hf) (lift g hg) := by
show _ * _ = _ * _
rw [lift_mul, lift_mul]
congr 1
exact funext hfg
end LabelHilbert
namespace FreeTensor
variable {B N G : Type} [Group G]
abbrev Atom (B G : Type) := List B × G
abbrev Word (B N G : Type) := Atom B G × List (N × Atom B G)
def empty : Word B N G := (([], 1), [])
def push (a : Atom B G) (i : N) (w : Word B N G) : Word B N G :=
(a, (i, w.1) :: w.2)
def append (w : Word B N G) (i : N) (a : Atom B G) : Word B N G :=
(w.1, w.2 ++ [(i, a)])
def reverseAtom (a : Atom B G) : Atom B G := (a.1.reverse, a.2⁻¹)
@[simp] theorem reverseAtom_involutive (a : Atom B G) : reverseAtom (reverseAtom a) = a := by
simp [reverseAtom]
def reverseAux (a : Atom B G) : List (N × Atom B G) → Word B N G
| [] => (reverseAtom a, [])
| (i,b) :: t => append (reverseAux b t) i (reverseAtom a)
def reverse (w : Word B N G) : Word B N G := reverseAux w.1 w.2
@[simp] theorem reverse_nil (a : Atom B G) : reverse (a, ([] : List (N × Atom B G))) =
(reverseAtom a, []) := rfl
@[simp] theorem reverse_push (a : Atom B G) (i : N) (w : Word B N G) :
reverse (push a i w) = append (reverse w) i (reverseAtom a) := rfl
omit [Group G] in
theorem push_append (a b : Atom B G) (i j : N) (w : Word B N G) :
push a i (append w j b) = append (push a i w) j b := rfl
theorem reverse_append (w : Word B N G) (i : N) (a : Atom B G) :
reverse (append w i a) = push (reverseAtom a) i (reverse w) := by
rcases w with ⟨b, t⟩
induction t generalizing b with
| nil => rfl
| cons c t ih =>
rcases c with ⟨j,c⟩
change append (reverse (append (c,t) i a)) j (reverseAtom b) = _
rw [ih, ← push_append]
rfl
@[simp] theorem reverse_involutive (w : Word B N G) : reverse (reverse w) = w := by
rcases w with ⟨a,t⟩
induction t generalizing a with
| nil => simp
| cons b t ih =>
rcases b with ⟨i,b⟩
change reverse (append (reverse (b,t)) i (reverseAtom a)) = _
rw [reverse_append, reverseAtom_involutive, ih]
rfl
def leftB (b : B) (w : Word B N G) : Word B N G := ((b :: w.1.1, w.1.2), w.2)
def leftN (i : N) (w : Word B N G) : Word B N G := push ([],1) i w
def leftG (g : G) (w : Word B N G) : Word B N G := ((w.1.1, g * w.1.2), w.2)
def rightB (b : B) (w : Word B N G) : Word B N G := reverse (leftB b (reverse w))
def rightN (i : N) (w : Word B N G) : Word B N G := reverse (leftN i (reverse w))
def rightG (g : G) (w : Word B N G) : Word B N G := reverse (leftG g (reverse w))
omit [Group G] in
theorem leftB_injective (b : B) : Function.Injective (leftB (N := N) (G := G) b) := by
rintro ⟨⟨v,g⟩,t⟩ ⟨⟨w,h⟩,s⟩ he
simpa [leftB] using he
theorem leftN_injective (i : N) : Function.Injective (leftN (B := B) (G := G) i) := by
rintro ⟨a,t⟩ ⟨b,s⟩ he
simpa [leftN, push] using he
theorem leftG_injective (g : G) : Function.Injective (leftG (B := B) (N := N) g) := by
rintro ⟨⟨v,h⟩,t⟩ ⟨⟨w,k⟩,s⟩ he
simpa [leftG] using he
theorem reverse_injective : Function.Injective (reverse (B := B) (N := N) (G := G)) :=
Function.Involutive.injective reverse_involutive
theorem rightB_injective (b : B) : Function.Injective (rightB (N := N) (G := G) b) :=
reverse_injective.comp ((leftB_injective b).comp reverse_injective)
theorem rightN_injective (i : N) : Function.Injective (rightN (B := B) (G := G) i) :=
reverse_injective.comp ((leftN_injective i).comp reverse_injective)
theorem rightG_injective (g : G) : Function.Injective (rightG (B := B) (N := N) g) :=
reverse_injective.comp ((leftG_injective g).comp reverse_injective)
@[simp] theorem rightB_nil (b : B) (a : Atom B G) :
rightB b (a, ([] : List (N × Atom B G))) = ((a.1 ++ [b],a.2),[]) := by
simp [rightB, leftB, reverse, reverseAux, reverseAtom]
@[simp] theorem rightB_push (b : B) (a : Atom B G) (i : N) (w : Word B N G) :
rightB b (push a i w) = push a i (rightB b w) := by
have h (v : Word B N G) : leftB b (append v i (reverseAtom a)) =
append (leftB b v) i (reverseAtom a) := rfl
rw [rightB, reverse_push, h, reverse_append, reverseAtom_involutive]
rfl
@[simp] theorem rightN_eq_append (i : N) (w : Word B N G) :
rightN i w = append w i ([],1) := by
rw [rightN, leftN, reverse_push, reverse_involutive]
simp [reverseAtom]
@[simp] theorem rightG_nil (g : G) (a : Atom B G) :
rightG g (a, ([] : List (N × Atom B G))) = ((a.1,a.2 * g⁻¹),[]) := by
simp [rightG, leftG, reverse, reverseAux, reverseAtom]
@[simp] theorem rightG_push (g : G) (a : Atom B G) (i : N) (w : Word B N G) :
rightG g (push a i w) = push a i (rightG g w) := by
have h (v : Word B N G) : leftG g (append v i (reverseAtom a)) =
append (leftG g v) i (reverseAtom a) := rfl
rw [rightG, reverse_push, h, reverse_append, reverseAtom_involutive]
rfl
theorem leftB_rightB (b c : B) :
Function.Commute (leftB (N := N) (G := G) b) (rightB c) := by
rintro ⟨⟨v,g⟩,t⟩
cases t with
| nil => simp [leftB]
| cons a t =>
rcases a with ⟨i,a⟩
change leftB b (rightB c (push (v,g) i (a,t))) =
rightB c (push (b::v,g) i (a,t))
rw [rightB_push, rightB_push]
rfl
theorem leftN_rightB (i : N) (b : B) :
Function.Commute (leftN (G := G) i) (rightB b) := by
intro w
exact (rightB_push b ([],1) i w).symm
theorem leftG_rightB (g : G) (b : B) :
Function.Commute (leftG (N := N) g) (rightB b) := by
rintro ⟨⟨v,h⟩,t⟩
cases t with
| nil => simp [leftG]
| cons a t =>
rcases a with ⟨i,a⟩
change leftG g (rightB b (push (v,h) i (a,t))) =
rightB b (push (v,g*h) i (a,t))
rw [rightB_push, rightB_push]
rfl
theorem leftB_rightN (b : B) (i : N) :
Function.Commute (leftB (G := G) b) (rightN i) := by
intro w
simp only [rightN_eq_append]
rfl
theorem leftN_rightN (i j : N) :
Function.Commute (leftN (B := B) (G := G) i) (rightN j) := by
intro w
simp only [rightN_eq_append]
rfl
theorem leftG_rightN (g : G) (i : N) :
Function.Commute (leftG (B := B) g) (rightN i) := by
intro w
simp only [rightN_eq_append]
rfl
theorem leftB_rightG (b : B) (g : G) :
Function.Commute (leftB (N := N) b) (rightG g) := by
rintro ⟨⟨v,h⟩,t⟩
cases t with
| nil => simp [leftB]
| cons a t =>
rcases a with ⟨i,a⟩
change leftB b (rightG g (push (v,h) i (a,t))) =
rightG g (push (b::v,h) i (a,t))
rw [rightG_push, rightG_push]
rfl
theorem leftN_rightG (i : N) (g : G) :
Function.Commute (leftN (B := B) i) (rightG g) := by
intro w
exact (rightG_push g ([],1) i w).symm
theorem leftG_rightG (g h : G) :
Function.Commute (leftG (B := B) (N := N) g) (rightG h) := by
rintro ⟨⟨v,k⟩,t⟩
cases t with
| nil => simp [leftG, mul_assoc]
| cons a t =>
rcases a with ⟨i,a⟩
change leftG g (rightG h (push (v,k) i (a,t))) =
rightG h (push (v,g*k) i (a,t))
rw [rightG_push, rightG_push]
rfl
variable [DecidableEq B] [DecidableEq N] [DecidableEq G]
open scoped lp
abbrev Space (B N G : Type) := LabelHilbert.Space (Word B N G)
def basis (w : Word B N G) : Space B N G := lp.single 2 w 1
def creationB (b : B) : Space B N G →L[ℂ] Space B N G :=
LabelHilbert.lift (leftB b) (leftB_injective b)
def creationN (i : N) : Space B N G →L[ℂ] Space B N G :=
LabelHilbert.lift (leftN i) (leftN_injective i)
def unitaryG (g : G) : Space B N G →L[ℂ] Space B N G :=
LabelHilbert.lift (leftG g) (leftG_injective g)
def rightCreationB (b : B) : Space B N G →L[ℂ] Space B N G :=
LabelHilbert.lift (rightB b) (rightB_injective b)
def rightCreationN (i : N) : Space B N G →L[ℂ] Space B N G :=
LabelHilbert.lift (rightN i) (rightN_injective i)
def rightUnitaryG (g : G) : Space B N G →L[ℂ] Space B N G :=
LabelHilbert.lift (rightG g) (rightG_injective g)
omit [Group G] in
@[simp] theorem creationB_single (b : B) (w : Word B N G) (z : ℂ) :
creationB b (lp.single 2 w z) = lp.single 2 (leftB b w) z :=
LabelHilbert.lift_single _ _ _ _
@[simp] theorem creationN_single (i : N) (w : Word B N G) (z : ℂ) :
creationN i (lp.single 2 w z) = lp.single 2 (leftN i w) z :=
LabelHilbert.lift_single _ _ _ _
@[simp] theorem unitaryG_single (g : G) (w : Word B N G) (z : ℂ) :
unitaryG g (lp.single 2 w z) = lp.single 2 (leftG g w) z :=
LabelHilbert.lift_single _ _ _ _
@[simp] theorem rightCreationB_single (b : B) (w : Word B N G) (z : ℂ) :
rightCreationB b (lp.single 2 w z) = lp.single 2 (rightB b w) z :=
LabelHilbert.lift_single _ _ _ _
@[simp] theorem rightCreationN_single (i : N) (w : Word B N G) (z : ℂ) :
rightCreationN i (lp.single 2 w z) = lp.single 2 (rightN i w) z :=
LabelHilbert.lift_single _ _ _ _
@[simp] theorem rightUnitaryG_single (g : G) (w : Word B N G) (z : ℂ) :
rightUnitaryG g (lp.single 2 w z) = lp.single 2 (rightG g w) z :=
LabelHilbert.lift_single _ _ _ _
def removeB (b : B) (w : Word B N G) : Option (Word B N G) :=
match w.1.1 with
| [] => none
| c::v => if b = c then some ((v,w.1.2),w.2) else none
def removeN (i : N) (w : Word B N G) : Option (Word B N G) :=
if w.1 = ([],1) then match w.2 with
| [] => none
| (j,a)::t => if i = j then some (a,t) else none
else none
omit [Group G] [DecidableEq N] [DecidableEq G] in
theorem removeB_spec (b : B) (u v : Word B N G) : removeB b v = some u ↔ leftB b u = v := by
rcases u with ⟨⟨uv,ug⟩,ut⟩
rcases v with ⟨⟨vv,vg⟩,vt⟩
cases vv with
| nil => simp [removeB, leftB]
| cons c vv =>
by_cases h : b = c
· subst c; simp [removeB, leftB, eq_comm]
· simp [removeB, leftB, h]
theorem removeN_spec (i : N) (u v : Word B N G) : removeN i v = some u ↔ leftN i u = v := by
rcases u with ⟨ua,ut⟩
rcases v with ⟨va,vt⟩
by_cases h : va = ([],1)
· subst va
cases vt with
| nil => simp [removeN, leftN, push]
| cons a t =>
rcases a with ⟨j,a⟩
by_cases hij : i = j
· subst j; simp [removeN, leftN, push, eq_comm]
· simp [removeN, leftN, push, hij]
· simp [removeN, leftN, push, h, Ne.symm h]
omit [Group G] in
theorem annihilationB_single (b : B) (w : Word B N G) (z : ℂ) :
star (creationB b) (lp.single 2 w z) =
(removeB b w).elim 0 (fun a => lp.single 2 a z) :=
LabelHilbert.adjoint_single_of_inverse _ _ _ (removeB_spec b) _ _
theorem annihilationN_single (i : N) (w : Word B N G) (z : ℂ) :
star (creationN i) (lp.single 2 w z) =
(removeN i w).elim 0 (fun a => lp.single 2 a z) :=
LabelHilbert.adjoint_single_of_inverse _ _ _ (removeN_spec i) _ _
omit [DecidableEq B] [DecidableEq N] [DecidableEq G] in
theorem right_remove_spec (f : Word B N G → Word B N G)
(q : Word B N G → Option (Word B N G)) (hq : ∀ u v, q v = some u ↔ f u = v)
(u v : Word B N G) :
(q (reverse v)).map reverse = some u ↔ reverse (f (reverse u)) = v := by
rw [Option.map_eq_some_iff]
constructor
· rintro ⟨a,ha,hu⟩
have had : a = reverse u := by rw [← hu, reverse_involutive]
rw [had] at ha
rw [(hq _ _).mp ha, reverse_involutive]
· intro h
refine ⟨reverse u, (hq _ _).mpr ?_, reverse_involutive u⟩
have := congrArg reverse h
simpa using this
theorem rightAnnihilationB_single (b : B) (w : Word B N G) (z : ℂ) :
star (rightCreationB b) (lp.single 2 w z) =
((removeB b (reverse w)).map reverse).elim 0 (fun a => lp.single 2 a z) :=
LabelHilbert.adjoint_single_of_inverse _ _ _ (right_remove_spec _ _ (removeB_spec b)) _ _
theorem rightAnnihilationN_single (i : N) (w : Word B N G) (z : ℂ) :
star (rightCreationN i) (lp.single 2 w z) =
((removeN i (reverse w)).map reverse).elim 0 (fun a => lp.single 2 a z) :=
LabelHilbert.adjoint_single_of_inverse _ _ _ (right_remove_spec _ _ (removeN_spec i)) _ _
@[simp] theorem rightAnnihilationN_atom (i : N) (a : Atom B G) (z : ℂ) :
star (rightCreationN i) (lp.single 2 (a,[]) z) = 0 := by
rw [rightAnnihilationN_single]
have hr : removeN i (reverse (a,[])) = none := by
dsimp only [reverse_nil, removeN]
split <;> rfl
rw [hr]
rfl
theorem rightAnnihilationN_append (i j : N) (w : Word B N G) (a : Atom B G) (z : ℂ) :
star (rightCreationN i) (lp.single 2 (append w j a) z) =
if a = ([],1) ∧ i = j then lp.single 2 w z else 0 := by
rw [rightAnnihilationN_single, reverse_append]
have ha : reverseAtom a = ([],1) ↔ a = ([],1) := by
rcases a with ⟨v,g⟩
simp [reverseAtom]
by_cases haa : a = ([],1)
· subst a
by_cases hij : i = j <;> simp [removeN, push, reverseAtom, hij]
· simp [removeN, push, ha, haa]
@[simp] theorem rightAnnihilationB_atom_nil (b : B) (g : G) (z : ℂ) :
star (rightCreationB (N := N) b) (lp.single 2 (([],g),[]) z) = 0 := by
rw [rightAnnihilationB_single]
simp [reverse_nil, reverseAtom, removeB]
theorem rightAnnihilationB_atom_append (b c : B) (v : List B) (g : G) (z : ℂ) :
star (rightCreationB (N := N) b) (lp.single 2 ((v ++ [c],g),[]) z) =
if b = c then lp.single 2 ((v,g),[]) z else 0 := by
rw [rightAnnihilationB_single]
by_cases h : b = c <;> simp [reverse_nil, reverseAtom, removeB, h]
@[simp] theorem rightAnnihilationB_append_nil (b : B) (w : Word B N G) (i : N)
(g : G) (z : ℂ) :
star (rightCreationB b) (lp.single 2 (append w i ([],g)) z) = 0 := by
rw [rightAnnihilationB_single, reverse_append]
simp [reverseAtom, push, removeB]
theorem rightAnnihilationB_append_append (b c : B) (w : Word B N G) (i : N)
(v : List B) (g : G) (z : ℂ) :
star (rightCreationB b) (lp.single 2 (append w i (v ++ [c],g)) z) =
if b = c then lp.single 2 (append w i (v,g)) z else 0 := by
rw [rightAnnihilationB_single, reverse_append]
have hinv := reverse_involutive w
simp only [reverse] at hinv
by_cases h : b = c <;>
simp [reverseAtom, push, removeB, h, reverse, reverseAux, append, hinv]
theorem creationB_commutes_rightAnnihilationN (b : B) (i : N) :
Commute (creationB (G := G) b) (star (rightCreationN i)) := by
show _ * _ = _ * _
apply lp.ext_continuousLinearMap (by norm_num : (2 : ℝ≥0∞) ≠ ⊤)
intro w
apply ContinuousLinearMap.ext
intro z
change creationB b (star (rightCreationN i) (lp.single 2 w z)) =
star (rightCreationN i) (creationB b (lp.single 2 w z))
rcases w with ⟨a,t⟩
induction t using List.reverseRecOn with
| nil => simp [leftB]
| append_singleton t c _ =>
rcases c with ⟨j,c⟩
change creationB b (star (rightCreationN i) (lp.single 2 (append (a,t) j c) z)) = _
rw [rightAnnihilationN_append, creationB_single]
change creationB b (if c = ([],1) ∧ i = j then lp.single 2 (a,t) z else 0) =
star (rightCreationN i) (lp.single 2 (append (leftB b (a,t)) j c) z)
rw [rightAnnihilationN_append]
split_ifs <;> simp
theorem creationN_commutes_rightAnnihilationB (i : N) (b : B) :
Commute (creationN (G := G) i) (star (rightCreationB b)) := by
show _ * _ = _ * _
apply lp.ext_continuousLinearMap (by norm_num : (2 : ℝ≥0∞) ≠ ⊤)
intro w
apply ContinuousLinearMap.ext
intro z
change creationN i (star (rightCreationB b) (lp.single 2 w z)) =
star (rightCreationB b) (creationN i (lp.single 2 w z))
rcases w with ⟨⟨av,g⟩,t⟩
induction t using List.reverseRecOn with
| nil =>
induction av using List.reverseRecOn with
| nil =>
rw [rightAnnihilationB_atom_nil, map_zero, creationN_single]
change 0 = star (rightCreationB b) (lp.single 2 (append empty i ([],g)) z)
simp
| append_singleton v c _ =>
rw [rightAnnihilationB_atom_append, creationN_single]
change creationN i (if b = c then lp.single 2 ((v,g),[]) z else 0) =
star (rightCreationB b) (lp.single 2 (append empty i (v ++ [c],g)) z)
rw [rightAnnihilationB_append_append]
split_ifs <;> simp [leftN, push, append, empty]
| append_singleton t c _ =>
rcases c with ⟨j,⟨v,h⟩⟩
rw [creationN_single]
change creationN i (star (rightCreationB b)
(lp.single 2 (append ((av,g),t) j (v,h)) z)) =
star (rightCreationB b) (lp.single 2 (append (leftN i ((av,g),t)) j (v,h)) z)
induction v using List.reverseRecOn with
| nil => simp
| append_singleton v c _ =>
rw [rightAnnihilationB_append_append, rightAnnihilationB_append_append]
split_ifs <;> simp [leftN, push, append]
end FreeTensor
end FiniteEntropySeparation
end
end OAI
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