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| import OAI.Probability.CubeShuffle.Generation | |
| import OAI.RepresentationTheory.FiniteUnitary.Sampling | |
| namespace OAI | |
| namespace CubeShuffle | |
| open scoped BigOperators Classical | |
| lemma insertNth_castSucc_snoc {α : Type*} {d : ℕ} (i : Fin (d+1)) (b a : α) (y : Fin d → α) : | |
| Fin.insertNth i.castSucc b (Fin.snoc (α := fun _ => α) y a)=Fin.snoc (α := fun _ => α) (Fin.insertNth i b y) a := by | |
| apply Fin.lastCases ?_ (fun j => ?_) |> fun h => funext h | |
| · rw [←show i.castSucc.succAbove (Fin.last d)=Fin.last (d+1) from | |
| Fin.succAbove_castSucc_of_le i (Fin.last d) (Fin.le_last i),Fin.insertNth_apply_succAbove] | |
| simp | |
| · cases j using Fin.succAboveCases i with | |
| | x => simp | |
| | p j => | |
| have he : i.castSucc.succAbove j.castSucc=(i.succAbove j).castSucc := by | |
| simp only [Fin.succAbove,Fin.castSucc_lt_castSucc_iff] | |
| split_ifs <;> rfl | |
| rw [←he,Fin.insertNth_apply_succAbove] | |
| simp | |
| lemma rotate_cons (d : ℕ) (b : Bool) (y : Card d) : | |
| rotate (d+1) (Fin.cons b y)=Fin.snoc y b := (Fin.snoc_eq_cons_rotate y b).symm | |
| lemma rotate_insert (d : ℕ) (i : Fin (d+1)) (b : Bool) (y : Card (d+1)) : | |
| rotate (d+2) (Fin.insertNth i.succ b y)=Fin.insertNth i.castSucc b (rotate (d+1) y) := by | |
| rw [←Fin.cons_self_tail y,Fin.insertNth_succ_cons,rotate_cons,rotate_cons,insertNth_castSucc_snoc] | |
| /-- Move the first coordinate to a specified slot, without changing the order of the others. -/ | |
| def insertionPerm (d : ℕ) (i : Fin (d+1)) : Equiv.Perm (Card (d+1)) := | |
| (Fin.consEquiv (fun _ : Fin (d+1) => Bool)).symm.trans | |
| (Fin.insertNthEquiv (fun _ : Fin (d+1) => Bool) i) | |
| lemma insertionPerm_apply (d : ℕ) (i : Fin (d+1)) (x : Card (d+1)) : | |
| insertionPerm d i x=Fin.insertNth i (x 0) (Fin.tail x) := rfl | |
| lemma insertionPerm_zero (d : ℕ) : insertionPerm d 0=1 := by | |
| ext x j | |
| simp [insertionPerm_apply] | |
| lemma insertionPerm_last (d : ℕ) : insertionPerm d (Fin.last d)=rotate (d+1) := by | |
| apply Equiv.ext | |
| intro x | |
| rw [insertionPerm_apply,Fin.insertNth_last',←rotate_cons,Fin.cons_self_tail] | |
| lemma physical_carry_step (d : ℕ) (i : Fin (d+1)) (ξ : Bool → Coins (d+1)) : | |
| step (d+2) (fun y => ξ (y i) (Fin.removeNth i y))*insertionPerm (d+1) i.succ= | |
| insertionPerm (d+1) i.castSucc*childLift (fun b => step (d+1) (ξ b)) := by | |
| apply Equiv.ext | |
| intro x | |
| have he : Fin.cons (Bool.xor ((Fin.tail x) 0) (ξ (x 0) (Fin.tail (Fin.tail x)))) | |
| (Fin.insertNth i (x 0) (Fin.tail (Fin.tail x))) = | |
| (Fin.insertNth i.succ (x 0) (switchFun (ξ (x 0)) (Fin.tail x)) : Card (d+2)) := by | |
| simp only [switchFun,Fin.insertNth_succ_cons] | |
| have hs : switchFun (fun y => ξ (y i) (Fin.removeNth i y)) | |
| (Fin.insertNth i.succ (x 0) (Fin.tail x)) = | |
| (Fin.insertNth i.succ (x 0) (switchFun (ξ (x 0)) (Fin.tail x)) : Card (d+2)) := by | |
| conv_lhs => rw [←Fin.cons_self_tail (Fin.tail x),Fin.insertNth_succ_cons] | |
| simp only [switchFun,Fin.cons_zero,Fin.tail_cons,Fin.insertNth_apply_same,Fin.removeNth_insertNth] | |
| exact he | |
| change rotate (d+2) (switchFun (fun y => ξ (y i) (Fin.removeNth i y)) | |
| (Fin.insertNth i.succ (x 0) (Fin.tail x))) = _ | |
| rw [hs,rotate_insert] | |
| rfl | |
| end CubeShuffle | |
| namespace CubeShuffle.UnitaryFinite | |
| open scoped BigOperators Classical | |
| variable {G : Type*} [Group G] | |
| variable {V : Type*} [NormedAddCommGroup V] [InnerProductSpace ℂ V] [FiniteDimensional ℂ V] | |
| variable {Ω : Type*} [Fintype Ω] | |
| lemma sampleOperator_mul_const (ρ : Representation ℂ G V) (P : Ω → G) (g : G) : | |
| sampleOperator ρ (fun ω => P ω*g)=sampleOperator ρ P*continuousRepresentation ρ g := by | |
| simp only [sampleOperator,map_mul,Finset.sum_mul,smul_mul_assoc] | |
| lemma sampleOperator_const_mul (ρ : Representation ℂ G V) (P : Ω → G) (g : G) : | |
| sampleOperator ρ (fun ω => g*P ω)=continuousRepresentation ρ g*sampleOperator ρ P := by | |
| simp only [sampleOperator,map_mul,Finset.mul_sum,mul_smul_comm] | |
| lemma sampleOperator_run (d t : ℕ) (ρ : Representation ℂ (Equiv.Perm (Card d)) V) : | |
| sampleOperator ρ (run d t)=(sampleOperator ρ (step d))^t := by | |
| induction t with | |
| | zero => exact sampleOperator_one ρ | |
| | succ t ih => | |
| let e : Coins d × (Fin t → Coins d) ≃ (Fin (t+1) → Coins d) := | |
| Fin.snocEquiv (fun _ => Coins d) | |
| have he : run d (t+1) ∘ e=fun w => step d w.1*run d t w.2 := by | |
| funext w | |
| simp only [Function.comp_apply,e,Fin.snocEquiv_apply, | |
| run,Fin.snoc_last,Fin.snoc_castSucc] | |
| rw [←sampleOperator_equiv ρ (run d (t+1)) e,he,sampleOperator_prod,ih,pow_succ'] | |
| end CubeShuffle.UnitaryFinite | |
| namespace CubeShuffle | |
| open scoped BigOperators Classical | |
| open UnitaryFinite | |
| /-- Splitting a fair coin layer according to an inserted carried bit is a bijection. -/ | |
| def carryCoins (d : ℕ) (i : Fin (d+1)) : (Bool → Coins (d+1)) ≃ Coins (d+2) where | |
| toFun ξ y := ξ (y i) (Fin.removeNth i y) | |
| invFun ξ b y := ξ (Fin.insertNth i b y) | |
| left_inv ξ := by funext b y; simp | |
| right_inv ξ := by funext y; simp | |
| variable {V : Type*} [NormedAddCommGroup V] [InnerProductSpace ℂ V] [FiniteDimensional ℂ V] | |
| lemma physical_carry_average (d : ℕ) (i : Fin d) | |
| (ρ : Representation ℂ (Equiv.Perm (Card (d+1))) V) : | |
| sampleOperator ρ (step (d+1))*continuousRepresentation ρ (insertionPerm d i.succ)= | |
| continuousRepresentation ρ (insertionPerm d i.castSucc)* | |
| sampleOperator ρ (fun ξ : Bool → Coins d => childLift (fun b => step d (ξ b))) := by | |
| cases d with | |
| | zero => exact Fin.elim0 i | |
| | succ d => | |
| have he : (fun ξ : Bool → Coins (d+1) => | |
| step (d+2) (carryCoins d i ξ)*insertionPerm (d+1) i.succ)= | |
| (fun ξ => insertionPerm (d+1) i.castSucc*childLift (fun b => step (d+1) (ξ b))) := by | |
| funext ξ | |
| exact physical_carry_step d i ξ | |
| have h := congrArg (sampleOperator ρ) he | |
| rw [sampleOperator_mul_const,sampleOperator_const_mul] at h | |
| change sampleOperator ρ (step (d+2) ∘ carryCoins d i)*_=_ at h | |
| rw [sampleOperator_equiv] at h | |
| exact h | |
| /-- Exact physical sweep recursion, with rotations telescoped rather than | |
| replacing physical time by an independent network time parameter. -/ | |
| theorem physical_sweep_recursion (d : ℕ) | |
| (ρ : Representation ℂ (Equiv.Perm (Card (d+1))) V) : | |
| (sampleOperator ρ (step (d+1)))^(d+1)= | |
| (sampleOperator ρ (fun ξ : Bool → Coins d => childLift (fun b => step d (ξ b))))^d* | |
| sampleOperator ρ (pairSwitch (d := d)) := by | |
| let A := sampleOperator ρ (step (d+1)) | |
| let K := sampleOperator ρ (fun ξ : Bool → Coins d => childLift (fun b => step d (ξ b))) | |
| have h (t : ℕ) (ht : t≤d) : A^t*continuousRepresentation ρ (insertionPerm d ⟨t,by omega⟩)=K^t := by | |
| induction t with | |
| | zero => | |
| change 1*continuousRepresentation ρ (insertionPerm d 0)=1 | |
| rw [insertionPerm_zero,map_one,one_mul] | |
| | succ t ih => | |
| have hc := physical_carry_average d (⟨t,by omega⟩ : Fin d) ρ | |
| change A*continuousRepresentation ρ (insertionPerm d ⟨t+1,by omega⟩)= | |
| continuousRepresentation ρ (insertionPerm d ⟨t,by omega⟩)*K at hc | |
| rw [pow_succ,mul_assoc,hc,←mul_assoc,ih (by omega),←pow_succ] | |
| have he : sampleOperator ρ (step (d+1))= | |
| continuousRepresentation ρ (rotate (d+1))*sampleOperator ρ (pairSwitch (d := d)) := | |
| sampleOperator_const_mul ρ (pairSwitch (d := d)) (rotate (d+1)) | |
| calc | |
| _ = A^d*A := pow_succ A d | |
| _ = A^d*(continuousRepresentation ρ (insertionPerm d (Fin.last d))* | |
| sampleOperator ρ (pairSwitch (d := d))) := by rw [insertionPerm_last]; rw [←he] | |
| _ = _ := by | |
| rw [←mul_assoc] | |
| exact congrArg (fun z => z*sampleOperator ρ (pairSwitch (d := d))) (h d le_rfl) | |
| end CubeShuffle | |
| namespace CubeShuffle | |
| open scoped BigOperators Classical | |
| open UnitaryFinite | |
| lemma childInjection_product (d : ℕ) (p : Bool → Equiv.Perm (Card d)) : | |
| childInjection d false (p false)*childInjection d true (p true)=childLift p := by | |
| change childLift _*childLift _=_ | |
| rw [childLift_mul] | |
| congr 1 | |
| funext b | |
| cases b <;> simp | |
| lemma childInjection_commute (d : ℕ) (p q : Equiv.Perm (Card d)) : | |
| Commute (childInjection d false p) (childInjection d true q) := by | |
| change childLift _*childLift _=childLift _*childLift _ | |
| rw [childLift_mul,childLift_mul] | |
| congr 1 | |
| funext b | |
| cases b <;> simp | |
| variable {V : Type*} [NormedAddCommGroup V] [InnerProductSpace ℂ V] [FiniteDimensional ℂ V] | |
| variable {Ω : Type*} [Fintype Ω] | |
| lemma sampleOperator_child (d : ℕ) (ρ : Representation ℂ (Equiv.Perm (Card (d+1))) V) | |
| (P : Ω → Equiv.Perm (Card d)) : | |
| sampleOperator ρ (fun ω : Bool → Ω => childLift (fun b => P (ω b)))= | |
| sampleOperator (ρ.comp (childInjection d false)) P* | |
| sampleOperator (ρ.comp (childInjection d true)) P := by | |
| let e := (Equiv.boolArrowEquivProd Ω).symm | |
| have he : (fun ω : Bool → Ω => childLift (fun b => P (ω b))) ∘ e= | |
| fun w : Ω × Ω => childInjection d false (P w.1)*childInjection d true (P w.2) := by | |
| funext w | |
| change childLift (fun b => P (e w b))=_ | |
| rw [←childInjection_product] | |
| rfl | |
| rw [←sampleOperator_equiv ρ _ e,he] | |
| exact sampleOperator_prod ρ (fun w => childInjection d false (P w)) | |
| (fun w => childInjection d true (P w)) | |
| lemma sampleOperator_child_commute (d : ℕ) (ρ : Representation ℂ (Equiv.Perm (Card (d+1))) V) | |
| (P : Ω → Equiv.Perm (Card d)) : | |
| Commute (sampleOperator (ρ.comp (childInjection d false)) P) | |
| (sampleOperator (ρ.comp (childInjection d true)) P) := by | |
| rw [sampleOperator_comp,sampleOperator_comp] | |
| exact sampleOperator_commute ρ _ _ (fun _ _ => childInjection_commute d _ _) | |
| lemma inverse_butterfly_average_step (d : ℕ) | |
| (ρ : Representation ℂ (Equiv.Perm (Card (d+1))) V) : | |
| sampleOperator ρ (fun ω => (butterflyPerm (d+1) (decodeButterfly (d+1) ω))⁻¹)= | |
| sampleOperator ρ (fun ω : Bool → (SwitchIndex d → Bool) => | |
| childLift (fun b => (butterflyPerm d (decodeButterfly d (ω b)))⁻¹))* | |
| sampleOperator ρ (pairSwitch (d := d)) := by | |
| let e := ((Equiv.prodCongr (Equiv.boolArrowEquivProd (SwitchIndex d → Bool)) (Equiv.refl (Card d → Bool))).trans | |
| (coinStepEquiv d).symm) | |
| have he : (fun ω => (butterflyPerm (d+1) (decodeButterfly (d+1) ω))⁻¹) ∘ e= | |
| fun w : (Bool → (SwitchIndex d → Bool)) × (Card d → Bool) => | |
| childLift (fun b => (butterflyPerm d (decodeButterfly d (w.1 b)))⁻¹)*pairSwitch w.2 := by | |
| funext w | |
| change (butterflyPerm (d+1) (decodeButterfly (d+1) | |
| ((coinStepEquiv d).symm ((w.1 false,w.1 true),w.2))))⁻¹=_ | |
| rw [butterflyPerm_step,mul_inv_rev,childLift_inv,pairSwitch_inv] | |
| congr 2 | |
| funext b | |
| cases b <;> rfl | |
| rw [←sampleOperator_equiv ρ _ e,he] | |
| exact sampleOperator_prod ρ | |
| (fun ω : Bool → (SwitchIndex d → Bool) => childLift (fun b => (butterflyPerm d (decodeButterfly d (ω b)))⁻¹)) | |
| (pairSwitch (d := d)) | |
| /-- A physical sweep of exactly d shuffles is the adjoint-oriented fair | |
| butterfly, on every representation and every labeled card. -/ | |
| theorem physical_sweep_inverse_butterfly (d : ℕ) | |
| (ρ : Representation ℂ (Equiv.Perm (Card d)) V) : | |
| (sampleOperator ρ (step d))^d= | |
| sampleOperator ρ (fun ω => (butterflyPerm d (decodeButterfly d ω))⁻¹) := by | |
| induction d with | |
| | zero => | |
| symm | |
| exact sampleOperator_one ρ | |
| | succ d ih => | |
| rw [physical_sweep_recursion,sampleOperator_child, | |
| (sampleOperator_child_commute d ρ (step d)).mul_pow,ih,ih, | |
| inverse_butterfly_average_step] | |
| rw [sampleOperator_child d ρ (fun ω => (butterflyPerm d (decodeButterfly d ω))⁻¹)] | |
| lemma physical_sweep_adjoint (d : ℕ) | |
| (ρ : Representation ℂ (Equiv.Perm (Card d)) V) (hρ : IsUnitary ρ) : | |
| sampleOperator ρ (run d d)= | |
| (sampleOperator ρ (fun ω => butterflyPerm d (decodeButterfly d ω))).adjoint := by | |
| rw [sampleOperator_run,physical_sweep_inverse_butterfly,sampleOperator_inv ρ hρ] | |
| end CubeShuffle | |
| end OAI | |