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| import OAI.Analysis.MatrixScaling.Canonical | |
| import OAI.Geometry.ComplexBundle.Frames | |
| import OAI.Geometry.ComplexBundle.Sections | |
| namespace OAI | |
| noncomputable section | |
| /-! Descent of canonical scaling and Hermitian bundle homomorphisms. -/ | |
| section | |
| open scoped BigOperators ComplexOrder MatrixOrder Matrix.Norms.L2Operator | |
| open Matrix Bundle Topology | |
| namespace Kaplansky | |
| section | |
| variable {n d r : ℕ} {Y I : Type*} [TopologicalSpace Y] [LocallyCompactSpace Y] | |
| theorem canonicalScaling_congr {T S : Fin n → Matrix (Fin r) (Fin d) ℂ} | |
| (he : T = S) (hT : Expanding T) (hS : Expanding S) : | |
| canonicalScaling T hT = canonicalScaling S hS := by | |
| cases he | |
| rfl | |
| /-- Local normalization with harmless zero values outside a chart. -/ | |
| def chartScaling (H : VectorBundleCore ℂ Y (Fin n → Matrix (Fin r) (Fin d) ℂ) I) | |
| (T : I → Y → Fin n → Matrix (Fin r) (Fin d) ℂ) | |
| (hexp : ∀ a y, y ∈ H.baseSet a → Expanding (T a y)) (a : I) (y : Y) := by | |
| classical | |
| exact if hy : y ∈ H.baseSet a then canonicalScaling (T a y) (hexp a y hy) else 0 | |
| theorem continuousOn_chartScaling | |
| (H : VectorBundleCore ℂ Y (Fin n → Matrix (Fin r) (Fin d) ℂ) I) | |
| (T : I → Y → Fin n → Matrix (Fin r) (Fin d) ℂ) | |
| (hT : ∀ a, ContinuousOn (T a) (H.baseSet a)) | |
| (hexp : ∀ a y, y ∈ H.baseSet a → Expanding (T a y)) (a : I) : | |
| ContinuousOn (chartScaling H T hexp a) (H.baseSet a) := by | |
| classical | |
| let : LocallyCompactSpace (H.baseSet a) := (H.isOpen_baseSet a).locallyCompactSpace | |
| rw [continuousOn_iff_continuous_domRestrict] | |
| have hc := continuous_canonicalScaling_local (fun z : H.baseSet a => T a z.val) | |
| (continuousOn_iff_continuous_domRestrict.mp (hT a)) (fun z => hexp a z.val z.property) | |
| apply hc.congr | |
| intro z | |
| change canonicalScaling (T a z.val) _ = chartScaling H T hexp a z.val | |
| rw [chartScaling, dite_eq_left z.property] | |
| theorem exists_scaled_core_section | |
| (H : VectorBundleCore ℂ Y (Fin n → Matrix (Fin r) (Fin d) ℂ) I) | |
| (T : I → Y → Fin n → Matrix (Fin r) (Fin d) ℂ) | |
| (hT : ∀ a, ContinuousOn (T a) (H.baseSet a)) | |
| (hexp : ∀ a y, y ∈ H.baseSet a → Expanding (T a y)) | |
| (U : I → I → Y → Matrix (Fin d) (Fin d) ℂ) | |
| (V : I → I → Y → Matrix (Fin r) (Fin r) ℂ) | |
| (hunit : ∀ a b y, y ∈ H.baseSet a → y ∈ H.baseSet b → | |
| (U a b y)ᴴ * U a b y = 1 ∧ U a b y * (U a b y)ᴴ = 1 ∧ | |
| (V a b y)ᴴ * V a b y = 1 ∧ V a b y * (V a b y)ᴴ = 1) | |
| (hcore : ∀ a b y, y ∈ H.baseSet a → y ∈ H.baseSet b → ∀ M, | |
| H.coordChange a b y M = frameTuple M (U a b y) (V a b y)) | |
| (hcompat : ∀ a b y, y ∈ H.baseSet a → y ∈ H.baseSet b → | |
| T b y = frameTuple (T a y) (U a b y) (V a b y)) : | |
| ∃ s : ∀ y, H.Fiber y, | |
| Continuous (fun y => TotalSpace.mk' (Fin n → Matrix (Fin r) (Fin d) ℂ) y (s y)) ∧ | |
| ∀ a y, y ∈ H.baseSet a → | |
| let X := (H.localTriv a ⟨y,s y⟩).2 | |
| (∑ i, (X i)ᴴ * X i) = 1 ∧ | |
| ((2/3 : ℂ) • (1 : Matrix (Fin r) (Fin r) ℂ) - ∑ i, X i * (X i)ᴴ).PosSemidef := by | |
| classical | |
| have hg : ∀ a b y, y ∈ H.baseSet a → y ∈ H.baseSet b → | |
| H.coordChange a b y (chartScaling H T hexp a y) = chartScaling H T hexp b y := by | |
| intro a b y ha hb | |
| rw [chartScaling, dite_eq_left ha, chartScaling, dite_eq_left hb, hcore a b y ha hb] | |
| obtain ⟨hu,hu',hv,hv'⟩ := hunit a b y ha hb | |
| have ht := hcompat a b y ha hb | |
| have he := canonicalScaling_frame (T a y) (U a b y) (V a b y) hu hu' hv hv' | |
| (hexp a y ha) (ht ▸ hexp b y hb) | |
| exact he.symm.trans (canonicalScaling_congr ht.symm _ _) | |
| obtain ⟨s,hs,he⟩ := glue_core_section H (chartScaling H T hexp) | |
| (continuousOn_chartScaling H T hT hexp) hg | |
| refine ⟨s,hs,?_⟩ | |
| intro a y hy | |
| rw [he a y hy] | |
| simpa only [chartScaling, dite_eq_left hy] using canonicalScaling_relations (T a y) (hexp a y hy) | |
| end | |
| variable {n d r : ℕ} | |
| def frameTupleLinear (U : Matrix (Fin d) (Fin d) ℂ) (V : Matrix (Fin r) (Fin r) ℂ) : | |
| (Fin n → Matrix (Fin r) (Fin d) ℂ) →ₗ[ℂ] (Fin n → Matrix (Fin r) (Fin d) ℂ) where | |
| toFun T := frameTuple T U V | |
| map_add' T S := by ext i; simp [frameTuple, Matrix.mul_add, Matrix.add_mul] | |
| map_smul' z T := by ext i; simp [frameTuple, Matrix.mul_smul, Matrix.smul_mul] | |
| def frameTupleCLM (U : Matrix (Fin d) (Fin d) ℂ) (V : Matrix (Fin r) (Fin r) ℂ) : | |
| (Fin n → Matrix (Fin r) (Fin d) ℂ) →L[ℂ] (Fin n → Matrix (Fin r) (Fin d) ℂ) := | |
| ⟨frameTupleLinear U V, (frameTupleLinear U V).continuous_of_finiteDimensional⟩ | |
| theorem frameTupleCLM_apply (U : Matrix (Fin d) (Fin d) ℂ) | |
| (V : Matrix (Fin r) (Fin r) ℂ) (T : Fin n → Matrix (Fin r) (Fin d) ℂ) : | |
| frameTupleCLM U V T = frameTuple T U V := rfl | |
| theorem frameTuple_comp (U₁ U₂ : Matrix (Fin d) (Fin d) ℂ) | |
| (V₁ V₂ : Matrix (Fin r) (Fin r) ℂ) (T : Fin n → Matrix (Fin r) (Fin d) ℂ) : | |
| frameTuple (frameTuple T U₁ V₁) U₂ V₂ = frameTuple T (U₂ * U₁) (V₂ * V₁) := by | |
| funext i | |
| simp only [frameTuple, conjTranspose_mul, Matrix.mul_assoc] | |
| theorem continuousOn_frameTupleCLM {Y : Type*} [TopologicalSpace Y] {s : Set Y} | |
| (U : Y → Matrix (Fin d) (Fin d) ℂ) (V : Y → Matrix (Fin r) (Fin r) ℂ) | |
| (hU : ContinuousOn U s) (hV : ContinuousOn V s) : | |
| ContinuousOn (fun y => frameTupleCLM (n := n) (U y) (V y)) s := by | |
| apply continuousOn_clm_apply.mpr | |
| intro T | |
| apply continuousOn_pi.mpr | |
| intro i | |
| rw [continuousOn_iff_continuous_domRestrict] | |
| have hu := continuousOn_iff_continuous_domRestrict.mp hU | |
| have hv := continuousOn_iff_continuous_domRestrict.mp hV | |
| exact (hv.matrix_mul continuous_const).matrix_mul hu.matrix_conjTranspose | |
| /-- Construct the actual Hom-tuple vector bundle from transition matrices | |
| and their verified cocycle. There is no bundle-realization hypothesis. -/ | |
| def matrixHomCore {Y I : Type*} [TopologicalSpace Y] | |
| (O : I → Set Y) (hO : ∀ i, IsOpen (O i)) (idx : Y → I) (hat : ∀ y, y ∈ O (idx y)) | |
| (U : I → I → Y → Matrix (Fin d) (Fin d) ℂ) | |
| (V : I → I → Y → Matrix (Fin r) (Fin r) ℂ) | |
| (hUc : ∀ i j, ContinuousOn (U i j) (O i ∩ O j)) | |
| (hVc : ∀ i j, ContinuousOn (V i j) (O i ∩ O j)) | |
| (hUs : ∀ i y, y ∈ O i → U i i y = 1) | |
| (hVs : ∀ i y, y ∈ O i → V i i y = 1) | |
| (hUm : ∀ i j k y, y ∈ O i → y ∈ O j → y ∈ O k → U j k y * U i j y = U i k y) | |
| (hVm : ∀ i j k y, y ∈ O i → y ∈ O j → y ∈ O k → V j k y * V i j y = V i k y) : | |
| VectorBundleCore ℂ Y (Fin n → Matrix (Fin r) (Fin d) ℂ) I where | |
| baseSet := O | |
| isOpen_baseSet := hO | |
| indexAt := idx | |
| mem_baseSet_at := hat | |
| coordChange i j y := frameTupleCLM (U i j y) (V i j y) | |
| coordChange_self i y hy T := by | |
| change frameTuple T (U i i y) (V i i y) = T | |
| rw [hUs i y hy, hVs i y hy] | |
| funext k | |
| simp [frameTuple] | |
| continuousOn_coordChange i j := continuousOn_frameTupleCLM _ _ (hUc i j) (hVc i j) | |
| coordChange_comp i j k y hy T := by | |
| simp only [frameTupleCLM_apply, frameTuple_comp, hUm i j k y hy.1.1 hy.1.2 hy.2, | |
| hVm i j k y hy.1.1 hy.1.2 hy.2] | |
| end Kaplansky | |
| end | |
| open scoped BigOperators ComplexOrder MatrixOrder Matrix.Norms.L2Operator | |
| open Matrix Bundle Topology | |
| namespace Kaplansky | |
| variable {n d r : ℕ} {Y : Type*} [TopologicalSpace Y] | |
| variable {E F : Y → Type*} | |
| variable [∀ y, NormedAddCommGroup (E y)] [∀ y, InnerProductSpace ℂ (E y)] | |
| variable [∀ y, NormedAddCommGroup (F y)] [∀ y, InnerProductSpace ℂ (F y)] | |
| variable [TopologicalSpace (TotalSpace (Fin d → ℂ) E)] | |
| variable [TopologicalSpace (TotalSpace (Fin r → ℂ) F)] | |
| variable [FiberBundle (Fin d → ℂ) E] [VectorBundle ℂ (Fin d → ℂ) E] | |
| variable [FiberBundle (Fin r → ℂ) F] [VectorBundle ℂ (Fin r → ℂ) F] | |
| def hermitianChartSet (a : Y) : Set Y := | |
| (trivializationAt (Fin d → ℂ) E a).baseSet ∩ (trivializationAt (Fin r → ℂ) F a).baseSet | |
| def hermitianSourceTransition (a b : Y) := | |
| bundleUnitaryTransition (trivializationAt (Fin d → ℂ) E a) (trivializationAt (Fin d → ℂ) E b) | |
| def hermitianTargetTransition (a b : Y) := | |
| bundleUnitaryTransition (trivializationAt (Fin r → ℂ) F a) (trivializationAt (Fin r → ℂ) F b) | |
| /-- The Hom-tuple core is constructed from ordinary Hermitian bundles. | |
| The charts, orthonormalizations, transition matrices, and cocycle proofs | |
| are derived here; no unitary core is an input. -/ | |
| def hermitianHomCore | |
| (hE : ContinuousHermitianMetric (d := d) (E := E)) | |
| (hF : ContinuousHermitianMetric (d := r) (E := F)) : | |
| VectorBundleCore ℂ Y (Fin n → Matrix (Fin r) (Fin d) ℂ) Y := | |
| matrixHomCore (hermitianChartSet (d := d) (r := r) (E := E) (F := F)) | |
| (fun a => (trivializationAt (Fin d → ℂ) E a).open_baseSet.inter | |
| (trivializationAt (Fin r → ℂ) F a).open_baseSet) | |
| id (fun y => ⟨mem_baseSet_trivializationAt (Fin d → ℂ) E y, | |
| mem_baseSet_trivializationAt (Fin r → ℂ) F y⟩) | |
| (hermitianSourceTransition (d := d) (E := E)) (hermitianTargetTransition (r := r) (F := F)) | |
| (fun _ _ => (continuousOn_bundleUnitaryTransition hE _ _).mono | |
| (fun _ h => ⟨h.1.1,h.2.1⟩)) | |
| (fun _ _ => (continuousOn_bundleUnitaryTransition hF _ _).mono | |
| (fun _ h => ⟨h.1.2,h.2.2⟩)) | |
| (fun _ y h => bundleUnitaryTransition_self _ y h.1) | |
| (fun _ y h => bundleUnitaryTransition_self _ y h.2) | |
| (fun _ _ _ y ha hb hc => bundleUnitaryTransition_comp _ _ _ y ha.1 hb.1 hc.1) | |
| (fun _ _ _ y ha hb hc => bundleUnitaryTransition_comp _ _ _ y ha.2 hb.2 hc.2) | |
| theorem hermitianHomCore_coordChange | |
| (hE : ContinuousHermitianMetric (d := d) (E := E)) | |
| (hF : ContinuousHermitianMetric (d := r) (E := F)) (a b y : Y) | |
| (T : Fin n → Matrix (Fin r) (Fin d) ℂ) : | |
| (hermitianHomCore hE hF).coordChange a b y T = | |
| frameTuple T (hermitianSourceTransition (d := d) (E := E) a b y) | |
| (hermitianTargetTransition (r := r) (F := F) a b y) := rfl | |
| theorem hermitianHomCore_unitary (a b y : Y) | |
| (ha : y ∈ hermitianChartSet (d := d) (r := r) (E := E) (F := F) a) | |
| (hb : y ∈ hermitianChartSet (d := d) (r := r) (E := E) (F := F) b) : | |
| let U := hermitianSourceTransition (d := d) (E := E) a b y | |
| let V := hermitianTargetTransition (r := r) (F := F) a b y | |
| Uᴴ * U = 1 ∧ U * Uᴴ = 1 ∧ Vᴴ * V = 1 ∧ V * Vᴴ = 1 := by | |
| obtain ⟨hu,hu'⟩ := bundleUnitaryTransition_unitary | |
| (trivializationAt (Fin d → ℂ) E a) (trivializationAt (Fin d → ℂ) E b) y ha.1 hb.1 | |
| obtain ⟨hv,hv'⟩ := bundleUnitaryTransition_unitary | |
| (trivializationAt (Fin r → ℂ) F a) (trivializationAt (Fin r → ℂ) F b) y ha.2 hb.2 | |
| exact ⟨hu,hu',hv,hv'⟩ | |
| end Kaplansky | |
| end | |
| end OAI | |