Download lean/OAI/Dynamics/StandardMap/BridgeLinear.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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| import OAI.Dynamics.StandardMap.SegmentObservations | |
| namespace OAI | |
| open MeasureTheory Set | |
| open scoped ENNReal BigOperators | |
| open MeasureTheory Set Filter Metric | |
| open scoped Topology ENNReal | |
| namespace StandardMapEntropy | |
| lemma wedge_quarterTurn_both (a b : ℂ) : wedge (quarterTurn a) (quarterTurn b)=wedge a b := by | |
| simp [wedge,quarterTurn] | |
| ring | |
| lemma wedge_chain_bound (s : ℕ → ℂ) (e : ℕ → ℝ) (a b : ℕ) (hab : a ≤ b) | |
| (hu : ∀ i, a ≤ i → i ≤ b → ‖s i‖=1) | |
| (he : ∀ i, a ≤ i → i < b → |wedge (s i) (s (i+1))| ≤ e i) : | |
| |wedge (s a) (s b)| ≤ ∑ i ∈ Finset.Ico a b, e i := by | |
| induction b,hab using Nat.le_induction with | |
| | base => simp [wedge_refl] | |
| | succ b hab ih => | |
| have hh:=ih (fun i hai hib => hu i hai (by omega)) (fun i hai hib => he i hai (by omega)) | |
| have ht:=wedge_sine_triangle (s a) (s b) (s (b+1)) (hu a le_rfl (by omega)) | |
| (hu b hab (by omega)) (hu (b+1) (by omega) le_rfl) | |
| rw [Finset.sum_Ico_succ_top hab] | |
| exact ht.trans (add_le_add hh (he b hab (by omega))) | |
| lemma stable_direction_step {A B : ℂ →L[ℝ] ℂ} (hA : PlaneAreaPreserving A) | |
| (a b : ℂ) (ha : ‖a‖=1) (_hb : ‖b‖=1) | |
| (hAa : ‖A a‖=‖A‖) (hBb : ‖B (quarterTurn b)‖=‖B‖⁻¹) | |
| (M : ℝ) (hB : 0 < ‖B‖) (hstep : ∀ z, ‖A z‖ ≤ M*‖B z‖) : | |
| |wedge (quarterTurn a) (quarterTurn b)| ≤ M/(‖A‖*‖B‖) := by | |
| have hpos : 0 < ‖A‖ := lt_of_lt_of_le zero_lt_one hA.singular_pair.choose_spec.2.2.2.2 | |
| have hp:=expanded_projection_bound hA a ha hAa (quarterTurn b) | |
| rw [dot_quarterTurn_right] at hp | |
| have hs:=hstep (quarterTurn b) | |
| rw [hBb] at hs | |
| rw [wedge_quarterTurn_both] | |
| apply (le_div_iff₀ (mul_pos hpos hB)).mpr | |
| rw [abs_neg] at hp | |
| have hh := mul_le_mul_of_nonneg_right (hp.trans hs) hB.le | |
| calc | |
| _ = (‖A‖*|wedge a b|)*‖B‖ := by ring | |
| _ ≤ (M*‖B‖⁻¹)*‖B‖ := hh | |
| _ = M := by field_simp | |
| lemma stable_prefix_finite_bound (A : ℕ → ℂ →L[ℝ] ℂ) (a : ℕ → ℂ) | |
| (D : ℕ → ℝ) (M : ℝ) (l B : ℕ) (hl : 1 ≤ l) (hlB : l ≤ B) | |
| (harea : ∀ i, 1 ≤ i → i ≤ B → PlaneAreaPreserving (A i)) | |
| (hunit : ∀ i, 1 ≤ i → i ≤ B → ‖a i‖=1) | |
| (hnorm : ∀ i, 1 ≤ i → i ≤ B → ‖A i‖=D i) | |
| (hmax : ∀ i, 1 ≤ i → i ≤ B → ‖A i (a i)‖=D i) | |
| (hstable : ∀ i, 1 ≤ i → i ≤ B → ‖A i (quarterTurn (a i))‖=(D i)⁻¹) | |
| (hstep : ∀ i, 1 ≤ i → i < B → ∀ z, ‖A i z‖ ≤ M*‖A (i+1) z‖) : | |
| ‖A l (quarterTurn (a B))‖ ≤ (D l)⁻¹+D l*∑ i ∈ Finset.Ico l B, M/(D i*D (i+1)) := by | |
| have hpos (i : ℕ) (hi : 1 ≤ i) (hiB : i ≤ B) : 0 < ‖A i‖ := | |
| lt_of_lt_of_le zero_lt_one (harea i hi hiB).singular_pair.choose_spec.2.2.2.2 | |
| have hchain:=wedge_chain_bound (fun i => quarterTurn (a i)) | |
| (fun i => M/(D i*D (i+1))) l B hlB | |
| (fun i hli hiB => by rw [norm_quarterTurn]; exact hunit i (by omega) hiB) | |
| (by | |
| intro i hli hiB | |
| have hh:=stable_direction_step (harea i (by omega) (by omega)) (a i) (a (i+1)) | |
| (hunit i (by omega) (by omega)) (hunit (i+1) (by omega) (by omega)) | |
| (by rw [hmax i (by omega) (by omega),hnorm i (by omega) (by omega)]) | |
| (by rw [hstable (i+1) (by omega) (by omega),hnorm (i+1) (by omega) (by omega)]) | |
| M (hpos (i+1) (by omega) (by omega)) (hstep i (by omega) hiB) | |
| simpa only [hnorm i (by omega) (by omega),hnorm (i+1) (by omega) (by omega)] using hh) | |
| rw [wedge_quarterTurn_both] at hchain | |
| have hup:=two_singular_upper (harea l hl hlB) (a l) (hunit l hl hlB) | |
| (by rw [hmax l hl hlB,hnorm l hl hlB]) (quarterTurn (a B)) | |
| rw [dot_quarterTurn_right,abs_neg,hnorm l hl hlB] at hup | |
| have hw:=abs_wedge_le_norm_mul (a l) (quarterTurn (a B)) | |
| rw [norm_quarterTurn,hunit l hl hlB,hunit B (by omega) le_rfl,mul_one] at hw | |
| have hD : 0 ≤ D l := by rw [← hnorm l hl hlB]; exact norm_nonneg _ | |
| calc | |
| _ ≤ D l*|wedge (a l) (a B)|+(D l)⁻¹*|wedge (a l) (quarterTurn (a B))| := hup | |
| _ ≤ D l*(∑ i ∈ Finset.Ico l B, M/(D i*D (i+1)))+(D l)⁻¹*1 := | |
| add_le_add (mul_le_mul_of_nonneg_left hchain hD) (mul_le_mul_of_nonneg_left hw (inv_nonneg.mpr hD)) | |
| _ = _ := by ring | |
| end StandardMapEntropy | |
| end OAI | |