openAI-math-dataset / lean /OAI /Analysis /IrrationalRotation /Operators /JointEigenspaceAlgebra.lean
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import Mathlib.LinearAlgebra.Eigenspace.ContinuousLinearMap
import Mathlib.Analysis.InnerProductSpace.StarOrder
import Mathlib.Analysis.CStarAlgebra.Projection
import Mathlib.Analysis.InnerProductSpace.Adjoint
import Mathlib.Analysis.InnerProductSpace.Dual
import Mathlib.Analysis.VonNeumannAlgebra.Basic
namespace OAI
open InnerProductSpace
namespace Invariant233.JointEigenspaceAlgebra
variable {H I : Type*} [NormedAddCommGroup H] [InnerProductSpace ℂ H] [CompleteSpace H]
theorem commute_rankOne_of_same_eigenvalue
{A : H →L[ℂ] H} (hA : IsSelfAdjoint A) {eig : ℝ} {x y : H}
(hx : A x = (eig : ℂ) • x) (hy : A y = (eig : ℂ) • y) :
Commute A (rankOne ℂ x y) := by
apply ContinuousLinearMap.ext
intro z
change A (rankOne ℂ x y z) = rankOne ℂ x y (A z)
rw [rankOne_apply, rankOne_apply, map_smul, hx]
have hadj : A.adjoint = A := hA.star_eq
rw [← A.adjoint_inner_left z y, hadj, hy, inner_smul_left]
simp only [Complex.conj_ofReal, smul_smul]
rw [mul_comm]
theorem exists_scalar_on_common_eigenspace
(A : I → H →L[ℂ] H) (hA : ∀ i, IsSelfAdjoint (A i))
(eig : I → ℝ) (K : Submodule ℂ H)
(hK : ∀ i, ∀ x ∈ K, A i x = (eig i : ℂ) • x)
{B : H →L[ℂ] H}
(hB : B ∈ Set.centralizer (Set.centralizer (Set.range A))) :
∃ c : ℂ, ∀ x ∈ K, B x = c • x := by
classical
by_cases hK0 : K = ⊥
· refine ⟨0, ?_⟩
intro x hx
have hx0 : x = 0 := by simpa [hK0] using hx
simp [hx0]
· obtain ⟨x, hxK, hx0⟩ := Submodule.exists_mem_ne_zero_of_ne_bot hK0
let d : ℂ := inner ℂ x x
have hd : d ≠ 0 := by
dsimp [d]
exact inner_self_ne_zero.mpr hx0
refine ⟨inner ℂ x (B x) / d, ?_⟩
intro y hyK
have hrank : rankOne ℂ y x ∈ Set.centralizer (Set.range A) := by
intro C hC
obtain ⟨i, rfl⟩ := hC
exact (commute_rankOne_of_same_eigenvalue (hA i) (hK i y hyK) (hK i x hxK)).eq
have hcomm := hB (rankOne ℂ y x) hrank
have heq : d • B y = inner ℂ x (B x) • y := by
have heval := congrArg (fun C : H →L[ℂ] H => C x) hcomm
simpa only [mul_apply_eq_comp, rankOne_apply, map_smul] using heval.symm
calc
B y = d⁻¹ • (d • B y) := by simp [hd]
_ = d⁻¹ • (inner ℂ x (B x) • y) := by rw [heq]
_ = (inner ℂ x (B x) / d) • y := by
rw [smul_smul, div_eq_mul_inv, mul_comm]
theorem commute_starProjection_of_maps
(K : Submodule ℂ H) [K.HasOrthogonalProjection] (B : H →L[ℂ] H)
(hB : ∀ x ∈ K, B x ∈ K) (hBstar : ∀ x ∈ K, B.adjoint x ∈ K) :
Commute K.starProjection B := by
apply ContinuousLinearMap.ext
intro z
change K.starProjection (B z) = B (K.starProjection z)
apply Submodule.eq_starProjection_of_mem_orthogonal
(hB _ (K.starProjection_apply_mem z))
rw [← map_sub]
apply (Submodule.mem_orthogonal K _).2
intro x hx
rw [← B.adjoint_inner_left]
exact (Submodule.mem_orthogonal K _).1 (K.sub_starProjection_mem_orthogonal z)
_ (hBstar x hx)
omit [CompleteSpace H] in
theorem common_eigenspace_mapsTo
(A : I → H →L[ℂ] H) (eig : I → ℝ) (K : Submodule ℂ H)
(hK : ∀ x, x ∈ K ↔ ∀ i, A i x = (eig i : ℂ) • x)
{B : H →L[ℂ] H} (hB : B ∈ Set.centralizer (Set.range A)) :
∀ x ∈ K, B x ∈ K := by
intro x hx
apply (hK _).2
intro i
have hcomm := hB (A i) (Set.mem_range_self i)
have heval := congrArg (fun C : H →L[ℂ] H => C x) hcomm
change A i (B x) = B (A i x) at heval
rw [heval, (hK x).1 hx i, map_smul]
theorem common_eigenspace_projection_mem_bicommutant
(A : I → H →L[ℂ] H) (hA : ∀ i, IsSelfAdjoint (A i))
(eig : I → ℝ) (K : Submodule ℂ H) [K.HasOrthogonalProjection]
(hK : ∀ x, x ∈ K ↔ ∀ i, A i x = (eig i : ℂ) • x) :
K.starProjection ∈ Set.centralizer (Set.centralizer (Set.range A)) := by
intro B hB
have hstar : star B ∈ Set.centralizer (Set.range A) := by
apply Set.star_mem_centralizer' _ hB
intro C hC
obtain ⟨i, rfl⟩ := hC
rw [(hA i).star_eq]
exact Set.mem_range_self i
exact (commute_starProjection_of_maps K B
(common_eigenspace_mapsTo A eig K hK hB)
(common_eigenspace_mapsTo A eig K hK hstar)).eq.symm
theorem eq_zero_or_eq_joint_projection_of_le
(A : I → H →L[ℂ] H) (hA : ∀ i, IsSelfAdjoint (A i))
(eig : I → ℝ) (K : Submodule ℂ H) [K.HasOrthogonalProjection]
(hK : ∀ i, ∀ x ∈ K, A i x = (eig i : ℂ) • x)
{q : H →L[ℂ] H} (hq : IsStarProjection q)
(hqmem : q ∈ Set.centralizer (Set.centralizer (Set.range A)))
(hle : q ≤ K.starProjection) : q = 0 ∨ q = K.starProjection := by
have hp : IsStarProjection K.starProjection := isStarProjection_starProjection
by_cases hp0 : K.starProjection = 0
· left
exact le_antisymm (hp0 ▸ hle) hq.nonneg
· obtain ⟨c, hc⟩ := exists_scalar_on_common_eigenspace A hA eig K hK hqmem
have hqp : q * K.starProjection = q := (hq.le_iff_mul_eq_left hp).1 hle
have hqeq : q = c • K.starProjection := by
rw [← hqp]
apply ContinuousLinearMap.ext
intro x
exact hc _ (K.starProjection_apply_mem x)
have hscalar : (c * c) • K.starProjection = c • K.starProjection := by
have hidem := hq.isIdempotentElem.eq
rw [hqeq] at hidem
simpa only [smul_mul_assoc, mul_smul_comm, smul_smul,
K.isIdempotentElem_starProjection.eq] using hidem
have hcid : IsIdempotentElem c := smul_left_injective ℂ hp0 hscalar
rcases IsIdempotentElem.iff_eq_zero_or_one.1 hcid with hc0 | hc1
· left
simpa [hc0] using hqeq
· right
simpa [hc1] using hqeq
theorem exists_minimal_projection_below_of_joint_eigenspaces
{J : Type*} (A : I → H →L[ℂ] H) (hA : ∀ i, IsSelfAdjoint (A i))
(eig : J → I → ℝ) (K : J → Submodule ℂ H)
[∀ j, (K j).HasOrthogonalProjection]
(hK : ∀ j x, x ∈ K j ↔ ∀ i, A i x = (eig j i : ℂ) • x)
(hdense : (⨆ j, K j).topologicalClosure = ⊤)
{q : H →L[ℂ] H} (hq : IsStarProjection q) (hq0 : q ≠ 0)
(hqmem : q ∈ Set.centralizer (Set.centralizer (Set.range A))) :
∃ j, (K j).starProjection ≠ 0 ∧
(K j).starProjection ∈ Set.centralizer (Set.centralizer (Set.range A)) ∧
(K j).starProjection ≤ q ∧
∀ r : H →L[ℂ] H, IsStarProjection r →
r ∈ Set.centralizer (Set.centralizer (Set.range A)) →
r ≤ (K j).starProjection → r = 0 ∨ r = (K j).starProjection := by
classical
have hex : ∃ j, ∃ x ∈ K j, q x ≠ 0 := by
by_contra! hzero
have hle : (⨆ j, K j) ≤ q.ker := by
apply iSup_le
intro j x hx
exact hzero j x hx
have hclosed : (⨆ j, K j).topologicalClosure ≤ q.ker :=
(⨆ j, K j).topologicalClosure_minimal hle q.isClosed_ker
rw [hdense] at hclosed
apply hq0
apply ContinuousLinearMap.ext
intro x
exact hclosed (Submodule.mem_top)
obtain ⟨j, x, hxK, hqx⟩ := hex
have hx0 : x ≠ 0 := by
intro hx
exact hqx (by simp [hx])
obtain ⟨c, hc⟩ := exists_scalar_on_common_eigenspace A hA (eig j) (K j)
(fun i y hy => (hK j y).1 hy i) hqmem
have hcid : IsIdempotentElem c := by
have hidem := congrArg (fun B : H →L[ℂ] H => B x) hq.isIdempotentElem.eq
change q (q x) = q x at hidem
rw [hc x hxK, map_smul, hc x hxK, smul_smul] at hidem
exact smul_left_injective ℂ hx0 hidem
have hc1 : c = 1 := by
rcases IsIdempotentElem.iff_eq_zero_or_one.1 hcid with hc0 | hc1
· exact False.elim (hqx (by simp [hc x hxK, hc0]))
· exact hc1
refine ⟨j, ?_, common_eigenspace_projection_mem_bicommutant A hA _ _ (hK j), ?_, ?_⟩
· intro hpzero
have hpx : (K j).starProjection x = x :=
(K j).starProjection_eq_self_iff.2 hxK
rw [hpzero] at hpx
exact hx0 hpx.symm
· apply (isStarProjection_starProjection.le_iff_mul_eq_right hq).2
apply ContinuousLinearMap.ext
intro y
change q ((K j).starProjection y) = (K j).starProjection y
simpa [hc1] using hc _ ((K j).starProjection_apply_mem y)
· intro r hr hrmem hrle
exact eq_zero_or_eq_joint_projection_of_le A hA (eig j) (K j)
(fun i y hy => (hK j y).1 hy i) hr hrmem hrle
theorem atomic_bicommutant_of_dense_joint_eigenspaces
{J : Type*} (A : I → H →L[ℂ] H) (hA : ∀ i, IsSelfAdjoint (A i))
(eig : J → I → ℝ)
(hdense : (⨆ j, ⨅ i, Module.End.eigenspace (A i).toLinearMap (eig j i : ℂ)).topologicalClosure = ⊤)
{q : H →L[ℂ] H} (hq : IsStarProjection q) (hq0 : q ≠ 0)
(hqmem : q ∈ Set.centralizer (Set.centralizer (Set.range A))) :
∃ p : H →L[ℂ] H, IsStarProjection p ∧ p ≠ 0 ∧
p ∈ Set.centralizer (Set.centralizer (Set.range A)) ∧ p ≤ q ∧
∀ r : H →L[ℂ] H, IsStarProjection r →
r ∈ Set.centralizer (Set.centralizer (Set.range A)) →
r ≤ p → r = 0 ∨ r = p := by
let K : J → Submodule ℂ H := fun j =>
⨅ i, Module.End.eigenspace (A i).toLinearMap (eig j i : ℂ)
have hclosed : ∀ j, IsClosed ((K j : Submodule ℂ H) : Set H) := by
intro j
simp only [K, Submodule.coe_iInf]
exact isClosed_iInter fun i => (A i).isClosed_eigenspace (eig j i : ℂ)
let : ∀ j, CompleteSpace (K j) := fun j => (hclosed j).completeSpace_coe
have hK : ∀ j x, x ∈ K j ↔ ∀ i, A i x = (eig j i : ℂ) • x := by
intro j x
simp only [K, Submodule.mem_iInf, Module.End.mem_eigenspace_iff,
ContinuousLinearMap.coe_coe]
obtain ⟨j, hp0, hpmem, hple, hpmin⟩ :=
exists_minimal_projection_below_of_joint_eigenspaces A hA eig K hK hdense hq hq0 hqmem
exact ⟨(K j).starProjection, isStarProjection_starProjection, hp0, hpmem, hple, hpmin⟩
end Invariant233.JointEigenspaceAlgebra
end OAI