openAI-math-dataset / lean /OAI /Analysis /JiangSu /DimensionDrop /SequentialProjectionless.lean
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import Mathlib
import OAI.Analysis.TracialSplitting.PreparedBlocks
import OAI.Analysis.JiangSu.DimensionDrop.TraceExistence
import OAI.Analysis.JiangSu.DimensionDrop.Matching
import OAI.Analysis.JiangSu.MatrixAlgebras.CStarProjectionRounding
namespace OAI
noncomputable section
namespace CStarProjectionRounding
open scoped CStarAlgebra
variable {A B : Type*} [CStarAlgebra A] [CStarAlgebra B]
lemma norm_selfAdjointPart_le (a : A) : ‖(selfAdjointPart ℝ a : A)‖≤‖a‖ := by
rw [selfAdjointPart_apply_coe,norm_smul]
have h := norm_add_le a (star a)
rw [norm_star] at h
norm_num [invOf_eq_inv] at *
nlinarith
lemma map_selfAdjointPart (φ : A →⋆ₐ[ℂ] B) (a : A) :
φ (selfAdjointPart ℝ a : A)=(selfAdjointPart ℝ (φ a) : B) := by
simp only [selfAdjointPart_apply_coe]
change φ.toAlgHom ((⅟2 : ℝ) • (a+star a)) = _
rw [φ.toAlgHom.map_smul_of_tower]
simp only [StarAlgHom.coe_toAlgHom, map_add,map_star]
lemma defect_near_projection {b e : B} (he : IsStarProjection e)
(h : ‖b-e‖<1/64) : ‖b-b*b‖≤1/16 := by
have heN : ‖e‖≤1 := he.norm_le e
have hbN : ‖b‖≤2 := by
have hh := norm_add_le (b-e) e
rw [sub_add_cancel] at hh
linarith
have hid : b-b*b=(b-e)-(b*(b-e)+(b-e)*e) := by
noncomm_ring [he.isIdempotentElem.eq]
calc
‖b-b*b‖=‖(b-e)-(b*(b-e)+(b-e)*e)‖ := congrArg norm hid
_≤‖b-e‖+‖b*(b-e)+(b-e)*e‖ := norm_sub_le _ _
_≤‖b-e‖+(‖b*(b-e)‖+‖(b-e)*e‖) := add_le_add_right (norm_add_le _ _) _
_≤‖b-e‖+(‖b‖*‖b-e‖+‖b-e‖*‖e‖) :=
add_le_add_right (add_le_add (norm_mul_le _ _) (norm_mul_le _ _)) _
_≤4*‖b-e‖ := by nlinarith [norm_nonneg (b-e),mul_le_mul_of_nonneg_right hbN (norm_nonneg (b-e)),
mul_le_mul_of_nonneg_left heN (norm_nonneg (b-e))]
_≤1/16 := by linarith
lemma trivial_projection_of_approximation (φ : A →⋆ₐ[ℂ] B) (hφ : Isometry φ)
(hA : ∀ q : A, IsStarProjection q → q=0 ∨ q=1)
{e : B} (he : IsStarProjection e) {a : A} (ha : ‖e-φ a‖<1/64) : e=0 ∨ e=1 := by
let b : A := selfAdjointPart ℝ a
have hbsa : IsSelfAdjoint b := (selfAdjointPart ℝ a).property
have hbnear : ‖φ b-e‖<1/64 := by
have hid : φ b-e=(selfAdjointPart ℝ (φ a-e) : B) := by
rw [show φ b=(selfAdjointPart ℝ (φ a) : B) from map_selfAdjointPart φ a]
rw [map_sub]
change (selfAdjointPart ℝ (φ a) : B)-e=
(selfAdjointPart ℝ (φ a) : B)-(selfAdjointPart ℝ e : B)
rw [he.isSelfAdjoint.coe_selfAdjointPart_apply ℝ]
rw [hid]
exact (norm_selfAdjointPart_le _).trans_lt (by simpa only [norm_sub_rev] using ha)
have hnorm (x : A) : ‖φ x‖=‖x‖ := by
simpa only [map_zero,dist_zero_right] using hφ.dist_eq x 0
have hbdef : ‖b-b*b‖≤1/16 := by
rw [←hnorm (b-b*b),map_sub,map_mul]
exact defect_near_projection he hbnear
obtain ⟨q,hq,hqb⟩ := exists_nearby_projection hbsa hbdef
have hdist : ‖φ q-e‖<1 := by
calc
‖φ q-e‖≤‖φ q-φ b‖+‖φ b-e‖ := norm_sub_le_norm_sub_add_norm_sub _ _ _
_=‖q-b‖+‖φ b-e‖ := by rw [←map_sub,hnorm]
_<1 := by linarith
rcases hA q hq with hq0|hq1
· left
rw [hq0,map_zero,zero_sub,norm_neg] at hdist
exact idempotent_of_norm_lt_one he.isIdempotentElem hdist
· right
rw [hq1,map_one] at hdist
exact (sub_eq_zero.mp (idempotent_of_norm_lt_one he.one_sub.isIdempotentElem hdist)).symm
end CStarProjectionRounding
namespace SequentialCStar.System
open CStarProjectionRounding
variable {C : ℕ → Type*} [∀ n, CStarAlgebra (C n)] [∀ n, Nontrivial (C n)]
variable (S : SequentialCStar.System C)
theorem limit_projection_trivial (h : ∀ n (e : C n), IsStarProjection e → e=0 ∨ e=1)
(p : S.Limit) (hp : IsStarProjection p) : p=0 ∨ p=1 := by
obtain ⟨n,a,ha⟩ := S.finite_stage_approximation p (show (0:ℝ)<1/64 by norm_num)
exact trivial_projection_of_approximation (S.inclusion n) (S.inclusion_isometry n) (h n) hp ha
end SequentialCStar.System
namespace OriginalJiangSu
open JiangSuConstruction
theorem projection_trivial (e : Algebra) (he : IsStarProjection e) : e=0 ∨ e=1 := by
apply system.limit_projection_trivial _ e he
intro n q hq
exact primeDrop_idempotent_trivial (by have := (pair n).p_gt; omega)
(by have := (pair n).q_gt; omega) (pair n).coprime q hq.isIdempotentElem
open scoped CStarAlgebra ComplexOrder
local instance tracePNeZero (n : ℕ) : NeZero (pair n).p :=
⟨by have := (pair n).p_gt; omega⟩
local instance traceQNeZero (n : ℕ) : NeZero (pair n).q :=
⟨by have := (pair n).q_gt; omega⟩
lemma stage_trace_oscillation (n : ℕ) (f : Stage n) {ε : ℝ} (hε : 0<ε) :
∃ k : ℕ,∀ s t : Interval,
‖normalizedTracePath (system.map (Nat.le_add_right n k) f).val s-
normalizedTracePath (system.map (Nat.le_add_right n k) f).val t‖<ε := by
classical
obtain ⟨k,W,-,hW⟩ := stage_matching n {f} hε
refine ⟨k,?_⟩
intro s t
let g := system.map (Nat.le_add_right n k) f
have hb := normalizedMatrixTrace_norm
(unitaryConjugation (W (s,t)) (g.val s)-g.val t)
rw [map_sub matrixTrace,matrixTrace_unitary,mul_sub] at hb
exact hb.trans_lt (hW f (Finset.mem_singleton_self f) s t)
lemma trace_stage_unique
(τ σ : Algebra →L[ℂ] ℂ)
(hτ : ∀ a b,τ (a*b)=τ (b*a)) (hσ : ∀ a b,σ (a*b)=σ (b*a))
(hτ1 : τ 1=1) (hσ1 : σ 1=1) (hτn : ‖τ‖≤1) (hσn : ‖σ‖≤1)
(n : ℕ) (f : Stage n) :
τ (system.inclusion n f)=σ (system.inclusion n f) := by
apply sub_eq_zero.mp
apply norm_eq_zero.mp
apply le_antisymm _ (norm_nonneg _)
apply le_of_forall_pos_le_add
intro ε hε
obtain ⟨k,hk⟩ := stage_trace_oscillation n f (half_pos hε)
let g : Stage (n+k) := system.map (Nat.le_add_right n k) f
have hg (s : Interval) :
‖normalizedTracePath g.val s-normalizedTracePath g.val leftEndpoint‖≤ε/2 := by
exact (hk s leftEndpoint).le
let T : Stage (n+k) →ₗ[ℂ] ℂ := τ.toLinearMap.comp (system.inclusion (n+k)).toLinearMap
let S : Stage (n+k) →ₗ[ℂ] ℂ := σ.toLinearMap.comp (system.inclusion (n+k)).toLinearMap
have hT : ∀ a b,T (a*b)=T (b*a) := by
intro a b
change τ (system.inclusion (n+k) (a*b))=τ (system.inclusion (n+k) (b*a))
rw [map_mul (system.inclusion (n+k)),map_mul (system.inclusion (n+k)),hτ]
have hS : ∀ a b,S (a*b)=S (b*a) := by
intro a b
change σ (system.inclusion (n+k) (a*b))=σ (system.inclusion (n+k) (b*a))
rw [map_mul (system.inclusion (n+k)),map_mul (system.inclusion (n+k)),hσ]
have hT1 : T 1=1 := by change τ (system.inclusion (n+k) 1)=1; rw [map_one,hτ1]
have hS1 : S 1=1 := by change σ (system.inclusion (n+k) 1)=1; rw [map_one,hσ1]
have hTb (a) : ‖T a‖≤‖a‖ := by
calc _ ≤ ‖τ‖*‖system.inclusion (n+k) a‖ := τ.le_opNorm _
_ ≤ 1*‖system.inclusion (n+k) a‖ := mul_le_mul_of_nonneg_right hτn (norm_nonneg _)
_ = ‖a‖ := by rw [one_mul,system.inclusion_norm]
have hSb (a) : ‖S a‖≤‖a‖ := by
calc _ ≤ ‖σ‖*‖system.inclusion (n+k) a‖ := σ.le_opNorm _
_ ≤ 1*‖system.inclusion (n+k) a‖ := mul_le_mul_of_nonneg_right hσn (norm_nonneg _)
_ = ‖a‖ := by rw [one_mul,system.inclusion_norm]
have ht := dimensionDrop_trace_oscillation T hT hT1 hTb g leftEndpoint (half_pos hε).le hg
have hs := dimensionDrop_trace_oscillation S hS hS1 hSb g leftEndpoint (half_pos hε).le hg
have hinc : system.inclusion (n+k) g=system.inclusion n f :=
system.inclusion_compatible _ _
have ht' : T g=τ (system.inclusion n f) := congrArg τ hinc
have hs' : S g=σ (system.inclusion n f) := congrArg σ hinc
rw [ht'] at ht
rw [hs'] at hs
have hh := norm_sub_le (τ (system.inclusion n f)-normalizedTracePath g.val leftEndpoint)
(σ (system.inclusion n f)-normalizedTracePath g.val leftEndpoint)
simp only [sub_sub_sub_cancel_right] at hh
linarith
theorem trace_unique
(τ σ : Algebra →L[ℂ] ℂ)
(hτ : ∀ a b,τ (a*b)=τ (b*a)) (hσ : ∀ a b,σ (a*b)=σ (b*a))
(hτ1 : τ 1=1) (hσ1 : σ 1=1) (hτn : ‖τ‖≤1) (hσn : ‖σ‖≤1) : τ=σ := by
ext x
apply sub_eq_zero.mp
apply norm_eq_zero.mp
apply le_antisymm _ (norm_nonneg _)
apply le_of_forall_pos_le_add
intro ε hε
obtain ⟨n,f,hf⟩ := system.finite_stage_approximation x (half_pos hε)
have he := trace_stage_unique τ σ hτ hσ hτ1 hσ1 hτn hσn n f
have ht : ‖τ x-τ (system.inclusion n f)‖<ε/2 := by
rw [←map_sub]
exact (τ.le_opNorm _).trans_lt ((mul_le_mul_of_nonneg_right hτn (norm_nonneg _)).trans_lt (by simpa using hf))
have hs : ‖σ x-σ (system.inclusion n f)‖<ε/2 := by
rw [←map_sub]
exact (σ.le_opNorm _).trans_lt ((mul_le_mul_of_nonneg_right hσn (norm_nonneg _)).trans_lt (by simpa using hf))
have hh := norm_sub_le (τ x-τ (system.inclusion n f)) (σ x-σ (system.inclusion n f))
rw [he,sub_sub_sub_cancel_right] at hh
rw [he] at ht
linarith
def stageTrace (n : ℕ) : Stage n →ₗ[ℂ] ℂ :=
((Fintype.card (Fin (pair n).p×Fin (pair n).q):ℂ)⁻¹ • matrixTrace).comp
(((evalHom _ _ leftEndpoint).comp (dimensionDrop _ _).subtype).toLinearMap)
lemma stageTrace_norm (n : ℕ) (a : Stage n) : ‖stageTrace n a‖≤‖a‖ :=
(normalizedMatrixTrace_norm (a.val leftEndpoint)).trans (a.val.norm_coe_le_norm leftEndpoint)
lemma stageTrace_one (n : ℕ) : stageTrace n 1=1 := normalizedMatrixTrace_one
lemma stageTrace_tracial (n : ℕ) (a b : Stage n) :
stageTrace n (a*b)=stageTrace n (b*a) := by
change _*matrixTrace (a.val leftEndpoint*b.val leftEndpoint)=_*matrixTrace (b.val leftEndpoint*a.val leftEndpoint)
rw [matrixTrace_mul_comm]
def trace : Algebra →L[ℂ] ℂ :=
SequentialCStar.limitTrace stageTrace stageTrace_norm system
lemma trace_one : trace 1=1 :=
SequentialCStar.limitTrace_normalized _ _ _ stageTrace_one
lemma trace_tracial (a b : Algebra) : trace (a*b)=trace (b*a) :=
SequentialCStar.limitTrace_tracial _ _ _ stageTrace_tracial a b
lemma trace_norm : ‖trace‖≤1 := SequentialCStar.limitTrace_norm _ _ _
theorem existsUnique_trace :
∃! τ : Algebra →L[ℂ] ℂ,
(∀ a b,τ (a*b)=τ (b*a)) ∧ τ 1=1 ∧ ‖τ‖≤1 := by
refine ⟨trace,⟨trace_tracial,trace_one,trace_norm⟩,?_⟩
intro σ hσ
exact trace_unique σ trace hσ.1 trace_tracial hσ.2.1 trace_one hσ.2.2 trace_norm
end OriginalJiangSu
end
end OAI