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