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9.92 kB
| import OAI.Analysis.FreeGroupFactor.Model | |
| namespace OAI | |
| noncomputable section | |
| universe uA uE uι | |
| open Set Metric | |
| open scoped NNReal Topology | |
| open Set Metric | |
| open scoped NNReal Topology | |
| namespace FreeGroupFactorMain | |
| theorem global_solution_of_bounded_lipschitz | |
| {E : Type uE} [NormedAddCommGroup E] [NormedSpace ℝ E] [CompleteSpace E] | |
| (f : E → E) (K L : ℝ≥0) (hf : LipschitzWith K f) | |
| (hbound : ∀ x, ‖f x‖ ≤ L) (x₀ : E) : | |
| ∃ X : ℝ → E, X 0 = x₀ ∧ ∀ t, HasDerivAt X (f (X t)) t := by | |
| have hlocal (R : ℝ) (hR : 0 < R) : | |
| ∃ X : ℝ → E, X 0 = x₀ ∧ | |
| ∀ t ∈ Ioo (-R) R, HasDerivAt X (f (X t)) t := by | |
| let r : ℝ≥0 := NNReal.mk R hR.le | |
| have hp : IsPicardLindelof (fun _ : ℝ => f) | |
| (⟨0, by constructor <;> linarith⟩ : Icc (-R) R) | |
| x₀ (L * r) 0 L K := by | |
| constructor | |
| · intro t ht | |
| exact hf.lipschitzOnWith | |
| · intro x hx | |
| exact continuousOn_const | |
| · intro t ht x hx | |
| exact hbound x | |
| · simp [r, NNReal.coe_mul] | |
| obtain ⟨X, hX₀, hX⟩ := hp.exists_eq_forall_mem_Icc_hasDerivWithinAt₀ | |
| refine ⟨X, hX₀, fun t ht => ?_⟩ | |
| exact (hX t ⟨ht.1.le, ht.2.le⟩).hasDerivAt (Icc_mem_nhds ht.1 ht.2) | |
| choose sol init deriv using hlocal | |
| have agree (R Q : ℝ) (hR : 0 < R) (hQ : 0 < Q) (t : ℝ) | |
| (htR : t ∈ Ioo (-R) R) (htQ : t ∈ Ioo (-Q) Q) : | |
| sol R hR t = sol Q hQ t := by | |
| have hm : 0 < min R Q := lt_min hR hQ | |
| have heq : EqOn (sol R hR) (sol Q hQ) (Ioo (-min R Q) (min R Q)) := by | |
| apply ODE_solution_unique_of_mem_Ioo | |
| (v := fun _ : ℝ => f) (s := fun _ => univ) (t₀ := 0) | |
| (fun _ _ => hf.lipschitzOnWith) | |
| (by constructor <;> linarith) _ _ (by rw [init, init]) | |
| · intro u hu | |
| refine ⟨deriv R hR u ?_, mem_univ _⟩ | |
| constructor <;> have := min_le_left R Q <;> linarith [hu.1, hu.2] | |
| · intro u hu | |
| refine ⟨deriv Q hQ u ?_, mem_univ _⟩ | |
| constructor <;> have := min_le_right R Q <;> linarith [hu.1, hu.2] | |
| apply heq | |
| constructor | |
| · have hh : -t < min R Q := lt_min (by linarith [htR.1]) (by linarith [htQ.1]) | |
| linarith | |
| · exact lt_min htR.2 htQ.2 | |
| let X : ℝ → E := fun t => sol (|t| + 1) (by positivity) t | |
| have hEq (R : ℝ) (hR : 0 < R) : EqOn X (sol R hR) (Ioo (-R) R) := by | |
| intro t ht | |
| apply agree | |
| · constructor <;> linarith [neg_abs_le t, le_abs_self t] | |
| · exact ht | |
| refine ⟨X, ?_, fun t => ?_⟩ | |
| · exact init _ _ | |
| · let R := |t| + 1 | |
| have hR : 0 < R := by dsimp [R]; positivity | |
| have ht : t ∈ Ioo (-R) R := by | |
| dsimp [R] | |
| constructor <;> linarith [neg_abs_le t, le_abs_self t] | |
| have hh : X =ᶠ[nhds t] sol R hR := | |
| Filter.eventuallyEq_of_mem (isOpen_Ioo.mem_nhds ht) (hEq R hR) | |
| rw [hEq R hR ht] | |
| exact (deriv R hR t ht).congr_of_eventuallyEq hh | |
| end FreeGroupFactorMain | |
| open scoped NNReal | |
| namespace FreeGroupFactorMain | |
| variable {E : Type uE} [NormedAddCommGroup E] [NormedSpace ℝ E] | |
| def radialClip (x : E) : E := (max 1 ‖x‖)⁻¹ • x | |
| theorem radialClip_eq {x : E} (hx : ‖x‖ ≤ 1) : radialClip x = x := by | |
| simp [radialClip, max_eq_left hx] | |
| theorem norm_radialClip_le (x : E) : ‖radialClip x‖ ≤ 1 := by | |
| have ha : 0 < max 1 ‖x‖ := lt_of_lt_of_le zero_lt_one (le_max_left _ _) | |
| rw [radialClip, norm_smul, norm_inv, Real.norm_eq_abs, abs_of_pos ha] | |
| simpa only [div_eq_mul_inv, mul_comm] using (div_le_one ha).mpr (le_max_right 1 ‖x‖) | |
| theorem radialClip_lipschitz : LipschitzWith 2 (radialClip : E → E) := by | |
| have hle (x y : E) (hxy : max 1 ‖y‖ ≤ max 1 ‖x‖) : | |
| ‖radialClip x - radialClip y‖ ≤ 2 * ‖x - y‖ := by | |
| let a := max 1 ‖x‖ | |
| let b := max 1 ‖y‖ | |
| have ha1 : 1 ≤ a := le_max_left _ _ | |
| have hb1 : 1 ≤ b := le_max_left _ _ | |
| have ha : 0 < a := lt_of_lt_of_le zero_lt_one ha1 | |
| have hb : 0 < b := lt_of_lt_of_le zero_lt_one hb1 | |
| have hba : b ≤ a := hxy | |
| have hiny : ‖y‖ ≤ b := le_max_right _ _ | |
| have hdiff : a - b ≤ ‖x - y‖ := by | |
| have := (lipschitzWith_one_norm.const_max 1).dist_le_mul x y | |
| exact (le_abs_self (a - b)).trans (by simpa [a, b, Real.dist_eq, dist_eq_norm] using this) | |
| have hinv : a⁻¹ ≤ b⁻¹ := inv_anti₀ hb hba | |
| have hterm : (b⁻¹ - a⁻¹) * ‖y‖ ≤ a - b := by | |
| calc | |
| (b⁻¹ - a⁻¹) * ‖y‖ = (a - b) * (‖y‖ / (a * b)) := by | |
| field_simp | |
| _ ≤ (a - b) * 1 := by | |
| apply mul_le_mul_of_nonneg_left _ (sub_nonneg.mpr hba) | |
| apply (div_le_one (mul_pos ha hb)).mpr | |
| exact hiny.trans (by nlinarith [mul_nonneg (sub_nonneg.mpr ha1) hb.le]) | |
| _ = a - b := mul_one _ | |
| have hfirst : a⁻¹ * ‖x - y‖ ≤ ‖x - y‖ := | |
| mul_le_of_le_one_left (norm_nonneg _) ((inv_le_one₀ ha).mpr ha1) | |
| have hid : radialClip x - radialClip y = | |
| a⁻¹ • (x - y) + (a⁻¹ - b⁻¹) • y := by | |
| dsimp [radialClip, a, b] | |
| module | |
| rw [hid] | |
| calc | |
| ‖a⁻¹ • (x - y) + (a⁻¹ - b⁻¹) • y‖ ≤ | |
| ‖a⁻¹ • (x - y)‖ + ‖(a⁻¹ - b⁻¹) • y‖ := norm_add_le _ _ | |
| _ = a⁻¹ * ‖x - y‖ + (b⁻¹ - a⁻¹) * ‖y‖ := by | |
| rw [norm_smul, norm_smul, Real.norm_eq_abs, Real.norm_eq_abs, | |
| abs_of_pos (inv_pos.mpr ha), abs_of_nonpos (sub_nonpos.mpr hinv)] | |
| ring | |
| _ ≤ 2 * ‖x - y‖ := by linarith | |
| apply LipschitzWith.of_dist_le_mul | |
| intro x y | |
| simp only [NNReal.coe_ofNat, dist_eq_norm] | |
| rcases le_total (max 1 ‖y‖) (max 1 ‖x‖) with h | h | |
| · exact hle x y h | |
| · simpa only [norm_sub_rev (radialClip y), norm_sub_rev y] using hle y x h | |
| end FreeGroupFactorMain | |
| open scoped NNReal BigOperators | |
| namespace FreeGroupFactorMain | |
| variable {E : Type uE} {A : Type uA} [NormedAddCommGroup E] [NormedRing A] | |
| def BoundedLip (f : E → A) : Prop := | |
| ∃ M K : ℝ, 0 ≤ M ∧ 0 ≤ K ∧ (∀ x, ‖f x‖ ≤ M) ∧ | |
| ∀ x y, ‖f x - f y‖ ≤ K * ‖x - y‖ | |
| namespace BoundedLip | |
| theorem const (c : A) : BoundedLip (fun _ : E => c) := by | |
| refine ⟨‖c‖, 0, norm_nonneg _, le_rfl, fun _ => le_rfl, ?_⟩ | |
| intro x y | |
| simp | |
| theorem add {f g : E → A} (hf : BoundedLip f) (hg : BoundedLip g) : | |
| BoundedLip (fun x => f x + g x) := by | |
| obtain ⟨M, K, hM, hK, hfb, hfl⟩ := hf | |
| obtain ⟨N, L, hN, hL, hgb, hgl⟩ := hg | |
| refine ⟨M + N, K + L, add_nonneg hM hN, add_nonneg hK hL, ?_, ?_⟩ | |
| · intro x | |
| exact (norm_add_le _ _).trans (add_le_add (hfb x) (hgb x)) | |
| · intro x y | |
| rw [show f x + g x - (f y + g y) = (f x - f y) + (g x - g y) by abel] | |
| exact (norm_add_le _ _).trans (by nlinarith only [hfl x y, hgl x y]) | |
| theorem mul {f g : E → A} (hf : BoundedLip f) (hg : BoundedLip g) : | |
| BoundedLip (fun x => f x * g x) := by | |
| obtain ⟨M, K, hM, hK, hfb, hfl⟩ := hf | |
| obtain ⟨N, L, hN, hL, hgb, hgl⟩ := hg | |
| refine ⟨M * N, M * L + K * N, mul_nonneg hM hN, | |
| add_nonneg (mul_nonneg hM hL) (mul_nonneg hK hN), ?_, ?_⟩ | |
| · intro x | |
| exact (norm_mul_le _ _).trans (mul_le_mul (hfb x) (hgb x) (norm_nonneg _) hM) | |
| · intro x y | |
| calc | |
| ‖f x * g x - f y * g y‖ = | |
| ‖f x * (g x - g y) + (f x - f y) * g y‖ := by | |
| congr 1 | |
| noncomm_ring | |
| _ ≤ ‖f x‖ * ‖g x - g y‖ + ‖f x - f y‖ * ‖g y‖ := | |
| (norm_add_le _ _).trans (add_le_add (norm_mul_le _ _) (norm_mul_le _ _)) | |
| _ ≤ M * (L * ‖x - y‖) + (K * ‖x - y‖) * N := by | |
| exact add_le_add | |
| (mul_le_mul (hfb x) (hgl x y) (norm_nonneg _) hM) | |
| (mul_le_mul (hfl x y) (hgb y) (norm_nonneg _) | |
| (mul_nonneg hK (norm_nonneg _))) | |
| _ = (M * L + K * N) * ‖x - y‖ := by ring | |
| theorem star [StarRing A] [NormedStarGroup A] {f : E → A} (hf : BoundedLip f) : | |
| BoundedLip (fun x => star (f x)) := by | |
| obtain ⟨M, K, hM, hK, hfb, hfl⟩ := hf | |
| refine ⟨M, K, hM, hK, ?_, ?_⟩ | |
| · simpa only [norm_star] using hfb | |
| · simpa only [← star_sub, norm_star] using hfl | |
| theorem sum {ι : Type uι} (s : Finset ι) (f : ι → E → A) | |
| (hf : ∀ i ∈ s, BoundedLip (f i)) : BoundedLip (fun x => ∑ i ∈ s, f i x) := by | |
| classical | |
| induction s using Finset.induction_on with | |
| | empty => simpa using (const (E := E) (0 : A)) | |
| | @insert i s hi ih => | |
| simpa [Finset.sum_insert hi] using | |
| (hf i (Finset.mem_insert_self i s)).add | |
| (ih (fun j hj => hf j (Finset.mem_insert_of_mem hj))) | |
| theorem smul [NormedAlgebra ℂ A] (c : ℂ) {f : E → A} (hf : BoundedLip f) : | |
| BoundedLip (fun x => c • f x) := by | |
| simpa only [Algebra.smul_def] using (const (E := E) (algebraMap ℂ A c)).mul hf | |
| theorem pi {ι : Type uι} [Fintype ι] {f : E → ι → A} | |
| (hf : ∀ i, BoundedLip (fun x => f x i)) : BoundedLip f := by | |
| classical | |
| choose M K hM hK hb hl using hf | |
| have hMs (i : ι) : M i ≤ ∑ j, M j := | |
| Finset.single_le_sum (fun j _ => hM j) (Finset.mem_univ i) | |
| have hKs (i : ι) : K i ≤ ∑ j, K j := | |
| Finset.single_le_sum (fun j _ => hK j) (Finset.mem_univ i) | |
| have hMsum : 0 ≤ ∑ j, M j := Finset.sum_nonneg fun j _ => hM j | |
| have hKsum : 0 ≤ ∑ j, K j := Finset.sum_nonneg fun j _ => hK j | |
| refine ⟨∑ j, M j, ∑ j, K j, hMsum, hKsum, ?_, ?_⟩ | |
| · intro x | |
| exact (pi_norm_le_iff_of_nonneg hMsum).mpr fun i => (hb i x).trans (hMs i) | |
| · intro x y | |
| apply (pi_norm_le_iff_of_nonneg (mul_nonneg hKsum (norm_nonneg _))).mpr | |
| intro i | |
| exact (hl i x y).trans (mul_le_mul_of_nonneg_right (hKs i) (norm_nonneg _)) | |
| theorem to_bounds {f : E → A} (hf : BoundedLip f) : | |
| ∃ M K : ℝ≥0, (∀ x, ‖f x‖ ≤ M) ∧ LipschitzWith K f := by | |
| obtain ⟨M, K, hM, hK, hb, hl⟩ := hf | |
| refine ⟨NNReal.mk M hM, NNReal.mk K hK, hb, LipschitzWith.of_dist_le_mul ?_⟩ | |
| intro x y | |
| simpa only [dist_eq_norm, NNReal.coe_mk] using hl x y | |
| end BoundedLip | |
| end FreeGroupFactorMain | |
| end | |
| end OAI | |