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9.43 kB
| import OAI.Analysis.C0Absorption.Norm | |
| namespace OAI | |
| namespace C0Absorption | |
| open scoped BigOperators NNReal ENNReal | |
| noncomputable section | |
| open Finset | |
| section CompletedSeminorms | |
| open UniformSpace Completion | |
| variable {X : Type*} [SeminormedAddCommGroup X] [NormedSpace ℝ X] | |
| theorem seminorm_lipschitz (q : Seminorm ℝ X) (C : ℝ≥0) | |
| (h : ∀ x, q x ≤ C * ‖x‖) : LipschitzWith C q := by | |
| apply LipschitzWith.of_dist_le_mul | |
| intro x y | |
| rw [Real.dist_eq, dist_eq_norm] | |
| exact (seminorm_abs_sub_le q x y).trans (h (x - y)) | |
| theorem completion_lipschitz {X : Type*} [SeminormedAddCommGroup X] [NormedSpace ℝ X] | |
| {Y : Type*} [MetricSpace Y] [CompleteSpace Y] | |
| {f : X → Y} {C : ℝ≥0} (hf : LipschitzWith C f) : | |
| LipschitzWith C (Completion.extension f) := by | |
| apply LipschitzWith.of_dist_le_mul | |
| intro x y | |
| induction x, y using Completion.induction_on₂ with | |
| | hp => exact isClosed_le (by fun_prop) (by fun_prop) | |
| | ih x y => | |
| simpa only [Completion.extension_coe hf.uniformContinuous, Completion.dist_eq] using hf.dist_le_mul x y | |
| def completedSeminorm (q : Seminorm ℝ X) (C : ℝ≥0) (h : ∀ x, q x ≤ C * ‖x‖) : | |
| Seminorm ℝ (Completion X) := | |
| Seminorm.of (Completion.extension q) | |
| (by | |
| intro x y | |
| induction x, y using Completion.induction_on₂ with | |
| | hp => | |
| exact isClosed_le | |
| (Completion.continuous_extension.comp (continuous_fst.add continuous_snd)) | |
| ((Completion.continuous_extension.comp continuous_fst).add | |
| (Completion.continuous_extension.comp continuous_snd)) | |
| | ih x y => | |
| simpa only [← Completion.coe_add, | |
| Completion.extension_coe (seminorm_lipschitz q C h).uniformContinuous] using | |
| map_add_le_add q x y) | |
| (by | |
| intro a x | |
| induction x using Completion.induction_on with | |
| | hp => | |
| exact isClosed_eq | |
| (Completion.continuous_extension.comp (continuous_const_smul a)) | |
| (continuous_const.mul Completion.continuous_extension) | |
| | ih x => | |
| simpa only [← Completion.coe_smul, | |
| Completion.extension_coe (seminorm_lipschitz q C h).uniformContinuous] using | |
| map_smul_eq_mul q a x) | |
| @[simp] theorem completedSeminorm_coe (q : Seminorm ℝ X) (C : ℝ≥0) | |
| (h : ∀ x, q x ≤ C * ‖x‖) (x : X) : completedSeminorm q C h (x : Completion X) = q x := | |
| Completion.extension_coe (seminorm_lipschitz q C h).uniformContinuous x | |
| theorem completedSeminorm_continuous (q : Seminorm ℝ X) (C : ℝ≥0) | |
| (h : ∀ x, q x ≤ C * ‖x‖) : Continuous (completedSeminorm q C h) := | |
| Completion.continuous_extension | |
| theorem completedSeminorm_le (q : Seminorm ℝ X) (C : ℝ≥0) | |
| (h : ∀ x, q x ≤ C * ‖x‖) (x : Completion X) : completedSeminorm q C h x ≤ C * ‖x‖ := by | |
| induction x using Completion.induction_on with | |
| | hp => exact isClosed_le (completedSeminorm_continuous q C h) (by fun_prop) | |
| | ih x => simpa using h x | |
| end CompletedSeminorms | |
| section SelectedCompletion | |
| open UniformSpace Completion | |
| variable {S : Type*} [MetricSpace S] (L : ℕ → Set (S → ℝ)) (o : S) | |
| def PreSpace (_L : ℕ → Set (S → ℝ)) (_o : S) : Type _ := Molecule S | |
| instance : SeminormedAddCommGroup (PreSpace L o) := | |
| (selectedNorm L o).toAddGroupSeminorm.toSeminormedAddCommGroup | |
| instance : NormedSpace ℝ (PreSpace L o) where | |
| __ : Module ℝ (PreSpace L o) := inferInstanceAs (Module ℝ (Molecule S)) | |
| norm_smul_le a x := by | |
| change selectedNorm L o (a • x) ≤ ‖a‖ * selectedNorm L o x | |
| exact (map_smul_eq_mul (selectedNorm L o) a x).le | |
| instance : IsBoundedSMul ℝ (PreSpace L o) := | |
| NormedSpace.toIsBoundedSMul (𝕜 := ℝ) (E := PreSpace L o) | |
| def TestSpace := Completion (PreSpace L o) | |
| instance : NormedAddCommGroup (TestSpace L o) := | |
| inferInstanceAs (NormedAddCommGroup (Completion (PreSpace L o))) | |
| instance : NormedSpace ℝ (TestSpace L o) := | |
| inferInstanceAs (NormedSpace ℝ (Completion (PreSpace L o))) | |
| instance : CompleteSpace (TestSpace L o) := | |
| inferInstanceAs (CompleteSpace (Completion (PreSpace L o))) | |
| def toTestSpace : PreSpace L o →L[ℝ] TestSpace L o := | |
| (Completion.toComplL : PreSpace L o →L[ℝ] Completion (PreSpace L o)) | |
| @[simp] theorem norm_toTestSpace (m : PreSpace L o) : | |
| ‖toTestSpace L o m‖ = selectedNorm L o m := Completion.norm_coe m | |
| def initialCoordinates (m : PreSpace L o) : lp (fun _ : ℕ => ℝ) 2 := | |
| squareVector (selectedCoordinate L) (selectedCoordinate_summable L o) m | |
| theorem initialCoordinates_lipschitz : LipschitzWith 1 (initialCoordinates L o) := by | |
| apply LipschitzWith.of_dist_le_mul | |
| intro x y | |
| simp only [NNReal.coe_one, one_mul, dist_eq_norm] | |
| exact squareVector_sub_norm_le (selectedCoordinate L) (selectedCoordinate_summable L o) x y | |
| def normCoordinates : TestSpace L o → lp (fun _ : ℕ => ℝ) 2 := | |
| Completion.extension (initialCoordinates L o) | |
| theorem normCoordinates_continuous : Continuous (normCoordinates L o) := | |
| Completion.continuous_extension | |
| @[simp] theorem normCoordinates_coe (m : PreSpace L o) : | |
| normCoordinates L o (toTestSpace L o m) = initialCoordinates L o m := | |
| Completion.extension_coe (initialCoordinates_lipschitz L o).uniformContinuous m | |
| theorem normCoordinates_norm (z : TestSpace L o) : ‖normCoordinates L o z‖ = ‖z‖ := by | |
| induction z using Completion.induction_on with | |
| | hp => exact isClosed_eq (normCoordinates_continuous L o).norm continuous_norm | |
| | ih m => | |
| change ‖normCoordinates L o (toTestSpace L o m)‖ = ‖toTestSpace L o m‖ | |
| rw [normCoordinates_coe, norm_toTestSpace] | |
| rfl | |
| theorem selectedCoordinate_le_norm (n : ℕ) (m : PreSpace L o) : | |
| selectedCoordinate L n m ≤ (1 : ℝ≥0) * ‖m‖ := by | |
| change selectedCoordinate L n m ≤ (1 : ℝ) * selectedNorm L o m | |
| rw [one_mul] | |
| exact coordinate_le_squareSeminorm (selectedCoordinate L) (selectedCoordinate_summable L o) n m | |
| def completedCoordinate (n : ℕ) : Seminorm ℝ (TestSpace L o) := | |
| completedSeminorm (X := PreSpace L o) (selectedCoordinate L n) 1 | |
| (selectedCoordinate_le_norm L o n) | |
| theorem completedCoordinate_continuous (n : ℕ) : Continuous (completedCoordinate L o n) := | |
| completedSeminorm_continuous _ _ _ | |
| @[simp] theorem completedCoordinate_coe (n : ℕ) (m : PreSpace L o) : | |
| completedCoordinate L o n (toTestSpace L o m) = selectedCoordinate L n m := | |
| completedSeminorm_coe _ _ _ m | |
| theorem normCoordinates_apply (z : TestSpace L o) (n : ℕ) : | |
| normCoordinates L o z n = completedCoordinate L o n z := by | |
| induction z using Completion.induction_on with | |
| | hp => | |
| exact isClosed_eq | |
| ((lp.lipschitzWith_one_eval 2 n).continuous.comp (normCoordinates_continuous L o)) | |
| (completedCoordinate_continuous L o n) | |
| | ih m => | |
| change normCoordinates L o (toTestSpace L o m) n = | |
| completedCoordinate L o n (toTestSpace L o m) | |
| rw [normCoordinates_coe, completedCoordinate_coe] | |
| rfl | |
| theorem completedCoordinate_summable (z : TestSpace L o) : | |
| Summable (fun n => (completedCoordinate L o n z) ^ 2) := by | |
| have h := (lp.memℓp (normCoordinates L o z)).summable (by norm_num : (0 : ℝ) < (2 : ℝ≥0∞).toReal) | |
| simpa only [ENNReal.toReal_ofNat, Real.rpow_two, Real.norm_eq_abs, sq_abs, | |
| normCoordinates_apply] using h | |
| theorem completedNorm_sq (z : TestSpace L o) : | |
| ‖z‖ ^ 2 = ∑' n, (completedCoordinate L o n z) ^ 2 := by | |
| have h := lp.norm_rpow_eq_tsum | |
| (by norm_num : (0 : ℝ) < (2 : ℝ≥0∞).toReal) (normCoordinates L o z) | |
| simpa only [ENNReal.toReal_ofNat, Real.rpow_two, Real.norm_eq_abs, sq_abs, | |
| normCoordinates_norm, normCoordinates_apply] using h | |
| def prePoint (s : S) : PreSpace L o := molecule s o | |
| theorem prePoint_lipschitz : LipschitzWith 1 (prePoint L o) := by | |
| apply LipschitzWith.of_dist_le_mul | |
| intro s t | |
| rw [dist_eq_norm] | |
| change selectedNorm L o (molecule s o - molecule t o) ≤ (1 : ℝ) * dist s t | |
| rw [molecule_sub_molecule, one_mul] | |
| exact selectedNorm_molecule_le L o s t | |
| theorem prePoint_span : Submodule.span ℝ (Set.range (prePoint L o)) = ⊤ := by | |
| classical | |
| apply Submodule.eq_top_iff'.mpr | |
| intro m | |
| have heq : m = ∑ s ∈ m.val.support, m.val s • prePoint L o s := molecule_decomposition m o | |
| rw [heq] | |
| apply Submodule.sum_mem | |
| intro s hs | |
| exact Submodule.smul_mem _ _ (Submodule.subset_span ⟨s, rfl⟩) | |
| instance [TopologicalSpace.SeparableSpace S] : TopologicalSpace.SeparableSpace (PreSpace L o) := by | |
| have hsep := (TopologicalSpace.isSeparable_range (prePoint_lipschitz L o).continuous).span (R := ℝ) | |
| rw [prePoint_span, Submodule.top_coe] at hsep | |
| exact TopologicalSpace.isSeparable_univ_iff.mp hsep | |
| instance [TopologicalSpace.SeparableSpace S] : TopologicalSpace.SeparableSpace (TestSpace L o) := | |
| inferInstanceAs (TopologicalSpace.SeparableSpace (Completion (PreSpace L o))) | |
| def zeta (s : S) : TestSpace L o := toTestSpace L o (prePoint L o s) | |
| @[simp] theorem zeta_base : zeta L o o = 0 := by | |
| have h : prePoint L o o = (0 : PreSpace L o) := molecule_self o | |
| rw [zeta, h, map_zero] | |
| theorem zeta_lipschitz : LipschitzWith 1 (zeta L o) := by | |
| apply LipschitzWith.of_dist_le_mul | |
| intro s t | |
| change dist ((prePoint L o s : PreSpace L o) : Completion (PreSpace L o)) | |
| ((prePoint L o t : PreSpace L o) : Completion (PreSpace L o)) ≤ (1 : ℝ) * dist s t | |
| rw [Completion.dist_eq] | |
| exact (prePoint_lipschitz L o).dist_le_mul s t | |
| end SelectedCompletion | |
| end | |
| end C0Absorption | |
| end OAI | |