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import OAI.RepresentationTheory.RowColumn.TensorFilter
import OAI.RepresentationTheory.RowColumn.HookIsometry
namespace OAI
section
noncomputable section
open scoped BigOperators Classical
namespace RowColumn.Postselection
open WordOrbits
variable {S L A : Type*} [Fintype S] [DecidableEq S] [Fintype L] [DecidableEq L]
[Fintype A] [DecidableEq A]
def allocationPerm (line b : S → L) (hb : counts b = counts line) : Equiv.Perm S :=
(same_counts_permutation line b hb.symm).choose
omit [DecidableEq S] [Fintype L] in
lemma allocationPerm_spec (line b : S → L) (hb : counts b = counts line) (i : S) :
b (allocationPerm line b hb i) = line i :=
(same_counts_permutation line b hb.symm).choose_spec i
omit [DecidableEq S] [Fintype A] in
lemma counts_precomp (w : S → A) (p : Equiv.Perm S) : counts (w ∘ p) = counts w := by
funext c
apply Fin.ext
exact Fintype.card_congr
{ toFun := fun i => ⟨p i.1,i.2⟩
invFun := fun i => ⟨p.symm i.1,by simpa using i.2⟩
left_inv := by intro i; apply Subtype.ext; simp
right_inv := by intro i; apply Subtype.ext; simp }
def symExtension (line : S → L) (v : (S → A) → ℂ) (w : S → L × A) : ℂ :=
if hb : counts (fun i => (w i).1) = counts line then
v (fun i => (w (allocationPerm line _ hb i)).2) else 0
omit [Fintype A] [DecidableEq A] in
omit [DecidableEq S] in
lemma symExtension_on_line (line : S → L) (v : (S → A) → ℂ)
(hv : ∀ p : Equiv.Perm S, (∀ i, line (p i) = line i) → ∀ w, v (w ∘ p) = v w)
(w : S → A) : symExtension line v (fun i => (line i,w i)) = v w := by
simp only [symExtension]
exact hv (allocationPerm line line rfl) (allocationPerm_spec line line rfl) w
omit [Fintype A] [DecidableEq A] in
omit [DecidableEq S] in
lemma symExtension_invariant (line : S → L) (v : (S → A) → ℂ)
(hv : ∀ p : Equiv.Perm S, (∀ i, line (p i) = line i) → ∀ w, v (w ∘ p) = v w)
(p : Equiv.Perm S) (w : S → L × A) : symExtension line v (w ∘ p) = symExtension line v w := by
have hc : counts (fun i => (w (p i)).1) = counts (fun i => (w i).1) := counts_precomp (fun i => (w i).1) p
by_cases hb : counts (fun i => (w i).1) = counts line
· have hb' : counts (fun i => (w (p i)).1) = counts line := hc.trans hb
simp only [symExtension, Function.comp_apply, dite_eq_left hb, dite_eq_left hb']
let e := allocationPerm line (fun i => (w i).1) hb
let e' := allocationPerm line (fun i => (w (p i)).1) hb'
let q : Equiv.Perm S := e'.trans (p.trans e.symm)
have hq (i : S) : line (q i) = line i := by
rw [← allocationPerm_spec line (fun i => (w i).1) hb (q i)]
change (w (e (e.symm (p (e' i))))).1 = line i
rw [Equiv.apply_symm_apply]
exact allocationPerm_spec line (fun i => (w (p i)).1) hb' i
have hh := hv q hq (fun i => (w (e i)).2)
change v (fun i => (w (p (e' i))).2) = v (fun i => (w (e i)).2)
convert hh using 1
congr 1
ext i
simp only [q, Equiv.trans_apply, Function.comp_apply, Equiv.apply_symm_apply]
· have hb' : ¬ counts (fun i => (w (p i)).1) = counts line := fun hh => hb (hc.symm.trans hh)
simp only [symExtension, Function.comp_apply, dite_eq_right hb, dite_eq_right hb']
omit [Fintype A] in
omit [DecidableEq S] in
lemma symExtension_counts (line : S → L) (v : (S → A) → ℂ)
(hv : ∀ p : Equiv.Perm S, (∀ i, line (p i) = line i) → ∀ w, v (w ∘ p) = v w)
(w z : S → L × A) (he : counts w = counts z) : symExtension line v w = symExtension line v z := by
obtain ⟨p,hp⟩ := same_counts_permutation w z he
have hh : z ∘ p = w := funext hp
rw [← hh]
exact symExtension_invariant line v hv p z
abbrev Allocations (line : S → L) := {b : S → L // counts b = counts line}
def labelWordEquiv : (S → L × A) ≃ (S → L) × (S → A) where
toFun w := (fun i => (w i).1, fun i => (w i).2)
invFun w i := (w.1 i,w.2 i)
left_inv := by intro w; rfl
right_inv := by intro w; rfl
def precompWordEquiv (p : Equiv.Perm S) : Equiv.Perm (S → A) where
toFun w := w ∘ p
invFun w := w ∘ p.symm
left_inv := by intro w; ext i; simp
right_inv := by intro w; ext i; simp
omit [DecidableEq A] in
lemma symExtension_norm (line : S → L) (v : (S → A) → ℂ) :
(∑ w : S → L × A, Complex.normSq (symExtension line v w)) =
(Fintype.card (Allocations line) : ℝ) * ∑ w : S → A, Complex.normSq (v w) := by
rw [← (labelWordEquiv (S := S) (L := L) (A := A)).symm.sum_comp,
Fintype.sum_prod_type]
change (∑ b : S → L, ∑ w : S → A, Complex.normSq
(if hb : counts b=counts line then v (w ∘ allocationPerm line b hb) else 0)) = _
have he (b : S → L) : (∑ w : S → A, Complex.normSq
(if hb : counts b=counts line then v (w ∘ allocationPerm line b hb) else 0)) =
if counts b=counts line then ∑ w : S → A, Complex.normSq (v w) else 0 := by
split_ifs with hb
· exact Equiv.sum_comp (precompWordEquiv (A := A) (allocationPerm line b hb)) (fun w => Complex.normSq (v w))
· simp
simp_rw [he]
simp [Finset.sum_ite, Fintype.card_subtype, Allocations]
def labelTest (line : S → L) (x : (S → A) → ℂ) (w : S → L × A) : ℂ :=
if (fun i => (w i).1)=line then x (fun i => (w i).2) else 0
omit [DecidableEq A] in
lemma labeled_pair (line : S → L) (x : (S → A) → ℂ) (f : (S → L × A) → ℂ) :
(∑ w, f w * labelTest line x w) = ∑ w : S → A, f (fun i => (line i,w i)) * x w := by
rw [← (labelWordEquiv (S := S) (L := L) (A := A)).symm.sum_comp,
Fintype.sum_prod_type]
change (∑ b : S → L, ∑ w : S → A, f (fun i => (b i,w i)) *
(if b=line then x w else 0)) = _
simp only [mul_ite, mul_zero, Finset.sum_ite_irrel, Finset.sum_const_zero]
simp
lemma allocation_probability (line : S → L) (r : L → ℝ)
(hr : ∀ l, 0 ≤ r l) (hs : ∑ l, r l ≤ 1) :
(Fintype.card (Allocations line) : ℝ) * (∏ i, r (line i)) ≤ 1 := by
have he (b : S → L) (hb : counts b=counts line) :
(∏ i, r (b i)) = ∏ i, r (line i) := by
rw [prod_by_counts, prod_by_counts, hb]
have hh : (∑ b : S → L, if counts b=counts line then ∏ i, r (line i) else 0) ≤
∑ b : S → L, ∏ i, r (b i) := by
apply Finset.sum_le_sum
intro b _
split_ifs with hb
· exact le_of_eq (he b hb).symm
· exact Finset.prod_nonneg (fun _ _ => hr _)
have hl : (∑ b : S → L, if counts b=counts line then ∏ i, r (line i) else 0) =
(Fintype.card (Allocations line) : ℝ) * (∏ i, r (line i)) := by
simp [Finset.sum_ite, Fintype.card_subtype, Allocations]
rw [hl, ← Fintype.prod_sum] at hh
exact hh.trans (Finset.prod_le_one₀ (fun _ _ => Finset.sum_nonneg (fun l _ => hr l)) (fun _ _ => hs))
def lineMass (z : L × A → ℂ) (l : L) : ℝ := ∑ a, Complex.normSq (z (l,a))
def normalizedLine (z : L × A → ℂ) (l : L) (a : A) : ℂ :=
(Real.sqrt (lineMass z l) : ℂ)⁻¹ * z (l,a)
omit [Fintype L] [DecidableEq L] [DecidableEq A] in
lemma lineMass_nonneg (z : L × A → ℂ) (l : L) : 0 ≤ lineMass z l :=
Finset.sum_nonneg (fun _ _ => Complex.normSq_nonneg _)
omit [Fintype L] [DecidableEq L] [DecidableEq A] in
lemma lineMass_zero (z : L × A → ℂ) (l : L) (h : lineMass z l=0) (a : A) : z (l,a)=0 := by
apply Complex.normSq_eq_zero.mp
have hh : Complex.normSq (z (l,a)) ≤ lineMass z l :=
Finset.single_le_sum (fun b _ => Complex.normSq_nonneg (z (l,b))) (Finset.mem_univ a)
exact le_antisymm (h ▸ hh) (Complex.normSq_nonneg _)
omit [Fintype L] [DecidableEq L] [DecidableEq A] in
lemma line_reconstruction (z : L × A → ℂ) (l : L) (a : A) :
z (l,a) = (Real.sqrt (lineMass z l) : ℂ) * normalizedLine z l a := by
by_cases hz : lineMass z l=0
· simp [normalizedLine, hz, lineMass_zero z l hz a]
· have h : (Real.sqrt (lineMass z l) : ℂ) ≠ 0 := by
exact_mod_cast (Real.sqrt_ne_zero'.mpr (lt_of_le_of_ne (lineMass_nonneg z l) (Ne.symm hz)))
simp [normalizedLine, h]
omit [Fintype L] [DecidableEq L] [DecidableEq A] in
lemma normalizedLine_norm (z : L × A → ℂ) (l : L) :
(∑ a, Complex.normSq (normalizedLine z l a)) ≤ 1 := by
by_cases hz : lineMass z l=0
· simp [normalizedLine, hz]
· have hp : 0 < lineMass z l := lt_of_le_of_ne (lineMass_nonneg z l) (Ne.symm hz)
simp_rw [normalizedLine, map_mul, map_inv₀, Complex.normSq_ofReal, Real.mul_self_sqrt (le_of_lt hp)]
rw [← Finset.mul_sum]
change (lineMass z l)⁻¹ * lineMass z l ≤ 1
rw [inv_mul_cancel₀ hz]
omit [Fintype L] [DecidableEq L] [DecidableEq A] in
lemma labeled_tensor_pair (line : S → L) (z : L × A → ℂ) (x : (S → A) → ℂ) :
Complex.normSq (∑ w : S → A, tensorVector z (fun i => (line i,w i)) * x w) =
(∏ i, lineMass z (line i)) *
Complex.normSq (∑ w : S → A, (∏ i, normalizedLine z (line i) (w i)) * x w) := by
have he (w : S → A) : tensorVector z (fun i => (line i,w i)) =
(∏ i, (Real.sqrt (lineMass z (line i)) : ℂ)) * ∏ i, normalizedLine z (line i) (w i) := by
rw [← Finset.prod_mul_distrib]
exact Finset.prod_congr rfl (fun i _ => line_reconstruction z (line i) (w i))
simp_rw [he, mul_assoc]
rw [← Finset.mul_sum, map_mul]
congr 1
rw [map_prod]
apply Finset.prod_congr rfl
intro i _
exact (Complex.normSq_ofReal _).trans (Real.mul_self_sqrt (lineMass_nonneg z (line i)))
omit [DecidableEq S] [Fintype A] [DecidableEq A] in
lemma symExtension_supported (line : S → L) (v : (S → A) → ℂ)
(good : A → Prop) [DecidablePred good]
(hv : ∀ w, ¬ (∀ i, good (w i)) → v w=0)
(w : S → L × A) (hw : ¬ ∀ i, good (w i).2) : symExtension line v w=0 := by
unfold symExtension
split_ifs with hb
· apply hv
intro h
apply hw
intro i
simpa using h ((allocationPerm line _ hb).symm i)
· rfl
def lineAmplitude (line : S → L) (a₀ : S → A) (good : A → Prop) [DecidablePred good]
(q : Types (S := S) (A := L × A)) (θ : Phases (L × A) (Fintype.card S)) (l : L) (a : A) : ℂ :=
normalizedLine (truncateAmplitude (fun c : L × A => good c.2)
(twistedAmplitude (typeRepresentative (fun i => (line i,a₀ i)) q) θ)) l a
omit [DecidableEq S] in
omit [Fintype L] in
lemma lineAmplitude_norm (line : S → L) (a₀ : S → A) (good : A → Prop) [DecidablePred good]
(q : Types (S := S) (A := L × A)) (θ : Phases (L × A) (Fintype.card S)) (l : L) :
(∑ a, Complex.normSq (lineAmplitude line a₀ good q θ l a)) ≤ 1 :=
normalizedLine_norm _ _
omit [DecidableEq S] [Fintype L] in
lemma lineAmplitude_support (line : S → L) (a₀ : S → A) (good : A → Prop) [DecidablePred good]
(q : Types (S := S) (A := L × A)) (θ : Phases (L × A) (Fintype.card S)) (l : L) (a : A)
(ha : ¬ good a) : lineAmplitude line a₀ good q θ l a=0 := by
simp [lineAmplitude, normalizedLine, truncateAmplitude, ha]
/-- Independent fibre postselection, with the allocation factorial cancelled
by the exact multinomial probability rather than included in the overhead. -/
theorem line_symmetric_postselection (line : S → L) (a₀ : S → A) (hn : 0 < Fintype.card S)
(good : A → Prop) [DecidablePred good] (v x : (S → A) → ℂ)
(hv : ∀ p : Equiv.Perm S, (∀ i, line (p i)=line i) → ∀ w, v (w ∘ p)=v w)
(hsupp : ∀ w, ¬ (∀ i, good (w i)) → v w=0) :
Complex.normSq (∑ w, v w*x w) ≤
(∑ w, Complex.normSq (v w)) *
(((Fintype.card S+1)^(Fintype.card (L × A)) : ℕ) /
(Fintype.card (Phases (L × A) (Fintype.card S)) : ℝ) *
∑ q : Types (S := S) (A := L × A), ∑ θ : Phases (L × A) (Fintype.card S),
Complex.normSq (∑ w : S → A, (∏ i, lineAmplitude line a₀ good q θ (line i) (w i)) * x w)) := by
let z (q : Types (S := S) (A := L × A)) (θ : Phases (L × A) (Fintype.card S)) :=
truncateAmplitude (fun c : L × A => good c.2)
(twistedAmplitude (typeRepresentative (fun i => (line i,a₀ i)) q) θ)
let R (q : Types (S := S) (A := L × A)) (θ : Phases (L × A) (Fintype.card S)) :=
Complex.normSq (∑ w : S → A, (∏ i, normalizedLine (z q θ) (line i) (w i)) * x w)
have hz (q : Types (S := S) (A := L × A)) (θ : Phases (L × A) (Fintype.card S)) :
(Fintype.card (Allocations line) : ℝ) * (∏ i, lineMass (z q θ) (line i)) ≤ 1 := by
apply allocation_probability line _ (lineMass_nonneg _)
rw [show (∑ l, lineMass (z q θ) l) = ∑ c : L × A, Complex.normSq (z q θ c) from
(Fintype.sum_prod_type (fun c : L × A => Complex.normSq (z q θ c))).symm]
exact truncated_twisted_subnormalized _ _ hn _
have hh := supported_symmetric_postselection (fun i => (line i,a₀ i)) hn
(fun c : L × A => good c.2) (symExtension line v) (labelTest line x)
(symExtension_counts line v hv) (symExtension_supported line v good hsupp)
rw [labeled_pair] at hh
simp_rw [symExtension_on_line line v hv] at hh
rw [symExtension_norm] at hh
simp_rw [labeled_pair, labeled_tensor_pair] at hh
let c : ℝ := ((Fintype.card S+1)^(Fintype.card (L × A)) : ℕ) /
(Fintype.card (Phases (L × A) (Fintype.card S)) : ℝ)
change _ ≤ ((Fintype.card (Allocations line) : ℝ) * ∑ w, Complex.normSq (v w)) *
(c * ∑ q, ∑ θ, (∏ i, lineMass (z q θ) (line i)) * R q θ) at hh
change _ ≤ (∑ w, Complex.normSq (v w)) * (c * ∑ q, ∑ θ, R q θ)
apply hh.trans
rw [show ((Fintype.card (Allocations line) : ℝ) * ∑ w, Complex.normSq (v w)) *
(c * ∑ q, ∑ θ, (∏ i, lineMass (z q θ) (line i)) * R q θ) =
(∑ w, Complex.normSq (v w)) * (c * ((Fintype.card (Allocations line) : ℝ) *
∑ q, ∑ θ, (∏ i, lineMass (z q θ) (line i)) * R q θ)) by ring]
apply mul_le_mul_of_nonneg_left _ (Finset.sum_nonneg (fun _ _ => Complex.normSq_nonneg _))
apply mul_le_mul_of_nonneg_left _ (by positivity : 0 ≤ c)
simp_rw [Finset.mul_sum, ← mul_assoc]
exact Finset.sum_le_sum (fun q _ => Finset.sum_le_sum (fun θ _ =>
(mul_le_mul_of_nonneg_right (hz q θ) (Complex.normSq_nonneg _)).trans_eq (one_mul _)))
end RowColumn.Postselection
end
end
section
noncomputable section
open scoped BigOperators Classical Matrix.Norms.L2Operator ComplexOrder MatrixOrder
namespace RowColumn.Postselection
open MatrixState WordOrbits
variable {S L C : Type*} [Fintype S] [DecidableEq S] [Fintype L] [DecidableEq L]
[Fintype C] [DecidableEq C]
def lineState (line : S → L) (a₀ : S → C × C) (odd : C → Prop) [DecidablePred odd]
(q : Types (S := S) (A := L × (C × C))) (θ : Phases (L × (C × C)) (Fintype.card S))
(l : L) : Matrix C C ℂ :=
gramState (lineAmplitude line a₀ (fun p : C × C => odd p.1 ↔ odd p.2) q θ l)
omit [DecidableEq S] [Fintype L] in
lemma lineState_positive (line : S → L) (a₀ : S → C × C) (odd : C → Prop) [DecidablePred odd]
(q : Types (S := S) (A := L × (C × C))) (θ : Phases (L × (C × C)) (Fintype.card S)) (l : L) :
(lineState line a₀ odd q θ l).PosSemidef := gramState_posSemidef _
omit [DecidableEq S] in
omit [Fintype L] in
lemma lineState_trace (line : S → L) (a₀ : S → C × C) (odd : C → Prop) [DecidablePred odd]
(q : Types (S := S) (A := L × (C × C))) (θ : Phases (L × (C × C)) (Fintype.card S)) (l : L) :
(lineState line a₀ odd q θ l).trace.re ≤ 1 := by
rw [lineState, gramState_trace]
exact lineAmplitude_norm _ _ _ _ _ _
omit [DecidableEq S] [Fintype L] in
lemma lineState_even (line : S → L) (a₀ : S → C × C) (odd : C → Prop) [DecidablePred odd]
(q : Types (S := S) (A := L × (C × C))) (θ : Phases (L × (C × C)) (Fintype.card S))
(l : L) (c d : C) (h : ¬ (odd c ↔ odd d)) : lineState line a₀ odd q θ l c d=0 := by
apply gramState_parity_supported odd _ _ c d h
exact fun c d h => lineAmplitude_support _ _ _ _ _ _ _ h
lemma variable_purification_pair (z : S → C × C → ℂ) (x : (S → C) → ℂ) (v : S → C) :
(∑ a : S → C × C, (∏ i, z i (a i)) * purificationTest x v a) =
∑ w : S → C, tensorMatrix (fun i => letterMatrix (z i)) w v * x w := by
exact purification_pair (tensorMatrix (fun i => letterMatrix (z i))) x v
lemma variable_purification_quadratic (z : S → C × C → ℂ) (x : (S → C) → ℂ) :
(∑ v : S → C, Complex.normSq (∑ a : S → C × C,
(∏ i, z i (a i)) * purificationTest x v a)) =
quadratic (tensorMatrix (fun i => gramState (z i))) x := by
simp_rw [variable_purification_pair]
change factorQuadratic (tensorMatrix (fun i => letterMatrix (z i))) x = _
rw [factorQuadratic_eq, tensorMatrix_star, tensorMatrix_mul]
rfl
/-- Explicit local domination for independent row/column permutation fibres.
All mixture terms are genuine even positive identical-slot substates within
each fibre, irrespective of its size and the deletion layout. -/
theorem positive_line_postselection (line : S → L) (a₀ : S → C × C) (hn : 0 < Fintype.card S)
(odd : C → Prop) [DecidablePred odd] (A : Matrix (S → C) (S → C) ℂ)
(hA : A.PosSemidef)
(hinv : ∀ (p : Equiv.Perm S), (∀ i, line (p i)=line i) → ∀ (w v : S → C),
A (w ∘ p) (v ∘ p)=A w v)
(hsupp : ∀ w v, ¬ (∀ i, odd (w i) ↔ odd (v i)) → A w v=0)
(x : (S → C) → ℂ) :
quadratic A x ≤ A.trace.re *
(((Fintype.card S+1)^(Fintype.card (L × (C × C))) : ℕ) /
(Fintype.card (Phases (L × (C × C)) (Fintype.card S)) : ℝ) *
∑ q : Types (S := S) (A := L × (C × C)),
∑ θ : Phases (L × (C × C)) (Fintype.card S),
quadratic (tensorMatrix (fun i : S => lineState line a₀ odd q θ (line i))) x) := by
let B : Matrix (S → C) (S → C) ℂ := CFC.sqrt A
have hi (p : Equiv.Perm S) (hp : ∀ i, line (p i)=line i) (w v : S → C) :
B (w ∘ p) (v ∘ p)=B w v :=
sqrt_permutation_invariant A hA (reindexWord p) (hinv p hp) w v
have hz (w v : S → C) (hh : ¬ ∀ i, odd (w i) ↔ odd (v i)) : B w v=0 := by
apply sqrt_block_supported (fun u : S → C => fun i => odd (u i)) A hA
(fun u v he => hsupp u v (fun ht => he (funext fun i => propext (ht i)))) w v
intro he
exact hh (fun i => Iff.of_eq (congrFun he i))
have hv (p : Equiv.Perm S) (hp : ∀ i, line (p i)=line i) (w : S → C × C) :
purificationVector B (w ∘ p)=purificationVector B w :=
hi p hp (fun i => (w i).1) (fun i => (w i).2)
have hs (w : S → C × C) (hw : ¬ ∀ i, odd (w i).1 ↔ odd (w i).2) : purificationVector B w=0 :=
hz _ _ hw
have hh (v : S → C) := line_symmetric_postselection line a₀ hn
(fun p : C × C => odd p.1 ↔ odd p.2) (purificationVector B) (purificationTest x v) hv hs
simp only [purification_pair B x, purification_normSq B] at hh
have hsum := Finset.sum_le_sum (fun v (_ : v ∈ Finset.univ) => hh v)
change factorQuadratic B x ≤ _ at hsum
have ht : purifierTrace B=A.trace.re := sqrt_trace A hA
rw [ht] at hsum
change factorQuadratic (CFC.sqrt A) x ≤ _ at hsum
rw [sqrt_factorQuadratic A hA] at hsum
apply hsum.trans_eq
simp only [Finset.mul_sum]
rw [Finset.sum_comm]
apply Finset.sum_congr rfl
intro q _
rw [Finset.sum_comm]
apply Finset.sum_congr rfl
intro θ _
rw [← Finset.mul_sum, ← Finset.mul_sum]
congr 2
exact variable_purification_quadratic _ x
end RowColumn.Postselection
end
end
end OAI