Download lean/OAI/Dynamics/TriangleBilliards/Generators.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
- Browser
- Download file 15.9 kB
-
https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/Dynamics/TriangleBilliards/Generators.lean
- Command line
-
hf download hf://datasets/roseking/openAI-math-dataset/lean/OAI/Dynamics/TriangleBilliards/Generators.lean
-
curl -L -o Generators.lean https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/Dynamics/TriangleBilliards/Generators.lean
15.9 kB
| import OAI.Dynamics.TriangleBilliards.HilbertFlow | |
| namespace OAI | |
| universe uA | |
| open MeasureTheory Set | |
| open scoped ENNReal symmDiff | |
| noncomputable section | |
| open MeasureTheory Set Filter Function Metric | |
| open scoped Topology Convolution ContDiff | |
| noncomputable section | |
| open MeasureTheory Set | |
| open scoped ENNReal | |
| noncomputable section | |
| open MeasureTheory Set Filter BoundedContinuousFunction | |
| open scoped ENNReal Topology ComplexConjugate | |
| noncomputable section | |
| open MeasureTheory Set Filter | |
| open scoped Topology ComplexConjugate | |
| noncomputable section | |
| namespace TriangularBilliards | |
| open Analysis | |
| open scoped Topology | |
| abbrev DoubleL2 (Q : Triangle) := Lp ℂ 2 (doubleMeasure Q) | |
| /-- The actual unitary geodesic dynamics on the oriented double. -/ | |
| def geodesicHilbertFlow (Q : Triangle) : HilbertFlow (DoubleL2 Q) where | |
| act := koopman (doubleFlow Q) (measurePreserving_doubleFlow Q) | |
| zero u := by | |
| apply Lp.ext | |
| filter_upwards [coe_koopman (doubleFlow Q) (measurePreserving_doubleFlow Q) 0 u] with z hz | |
| simpa only [doubleFlow_zero] using hz | |
| add s t u := by | |
| apply Lp.ext | |
| have h₁ := coe_koopman (doubleFlow Q) (measurePreserving_doubleFlow Q) (s + t) u | |
| have h₂ := coe_koopman (doubleFlow Q) (measurePreserving_doubleFlow Q) s | |
| (koopman (doubleFlow Q) (measurePreserving_doubleFlow Q) t u) | |
| have h₃ := (measurePreserving_doubleFlow Q s).quasiMeasurePreserving.ae | |
| (coe_koopman (doubleFlow Q) (measurePreserving_doubleFlow Q) t u) | |
| have hc := doubleFlow_cocycle Q t s | |
| rw [add_comm t s] at hc | |
| filter_upwards [h₁, h₂, h₃, hc] with z h1 h2 h3 h4 | |
| rw [h1, h2, h3, h4] | |
| rfl | |
| continuous u := | |
| (continuous_koopman (doubleFlow Q) (measurePreserving_doubleFlow Q) | |
| (ae_continuousAt_doubleFlow Q)).comp (continuous_id.prodMk continuous_const) | |
| lemma geodesic_koopman_ae (Q : Triangle) (t : ℝ) (u : DoubleL2 Q) : | |
| (geodesicHilbertFlow Q).act t u =ᵐ[doubleMeasure Q] (fun z => u (doubleFlow Q t z)) := | |
| coe_koopman (doubleFlow Q) (measurePreserving_doubleFlow Q) t u | |
| /-- Pullback from the billiard phase space preserves L² exactly. -/ | |
| def doubleLift (Q : Triangle) : Lp ℂ 2 (phaseMeasure Q) →ₗᵢ[ℂ] DoubleL2 Q := | |
| Lp.compMeasurePreservingₗᵢ ℂ Prod.fst | |
| (by simpa only [doubleMeasure] using | |
| (measurePreserving_fst (μ := phaseMeasure Q) (ν := parityMeasure))) | |
| lemma doubleLift_ae (Q : Triangle) (f : Lp ℂ 2 (phaseMeasure Q)) : | |
| (doubleLift Q f : DoublePhase → ℂ) =ᵐ[doubleMeasure Q] (fun z => f z.1) := | |
| Lp.coeFn_compMeasurePreserving _ _ | |
| lemma doubleLift_invariant (Q : Triangle) (f : Lp ℂ 2 (phaseMeasure Q)) | |
| (hf : ∀ t, (fun z => f (billiardFlow Q t z)) =ᵐ[phaseMeasure Q] f) : | |
| ∀ t, (geodesicHilbertFlow Q).act t (doubleLift Q f) = doubleLift Q f := by | |
| intro t | |
| apply Lp.ext | |
| have h₁ := geodesic_koopman_ae Q t (doubleLift Q f) | |
| have h₂ := (measurePreserving_doubleFlow Q t).quasiMeasurePreserving.ae (doubleLift_ae Q f) | |
| have h₃ : ∀ᵐ z ∂doubleMeasure Q, f (billiardFlow Q t z.1) = f z.1 := | |
| Measure.quasiMeasurePreserving_fst.ae (hf t) | |
| filter_upwards [h₁, h₂, h₃, doubleLift_ae Q f] with z h1 h2 h3 h4 | |
| rw [h1, h2, h4] | |
| exact h3 | |
| end TriangularBilliards | |
| namespace TriangularBilliards | |
| open Analysis | |
| open scoped Topology | |
| lemma continuous_doubleRotate_angle (z : DoublePhase) : | |
| Continuous (fun θ : ℝ => doubleRotate (Circle.exp θ) z) := by | |
| by_cases hz : z.2 = 0 | |
| · simp only [doubleRotate, hz, ite_true] | |
| fun_prop | |
| · simp only [doubleRotate, hz, ite_false] | |
| fun_prop | |
| lemma ae_continuousAt_doubleRotate_angle (Q : Triangle) (t : ℝ) : | |
| ∀ᵐ z ∂doubleMeasure Q, ContinuousAt (fun θ : ℝ => doubleRotate (Circle.exp θ) z) t := | |
| Filter.Eventually.of_forall fun z => (continuous_doubleRotate_angle z).continuousAt | |
| lemma continuous_angular_koopman (Q : Triangle) (u : DoubleL2 Q) : | |
| Continuous (fun θ : ℝ => koopman (fun θ => doubleRotate (Circle.exp θ)) | |
| (fun θ => measurePreserving_doubleRotate Q (Circle.exp θ)) θ u) := | |
| continuous_koopman_time (fun θ => doubleRotate (Circle.exp θ)) | |
| (fun θ => measurePreserving_doubleRotate Q (Circle.exp θ)) | |
| (ae_continuousAt_doubleRotate_angle Q) u | |
| /-- Rotation of the oriented tangent fiber, not a rotation of the physical | |
| velocity with the same sign on both copies. -/ | |
| def angularHilbertFlow (Q : Triangle) : HilbertFlow (DoubleL2 Q) where | |
| act := koopman (fun θ => doubleRotate (Circle.exp θ)) | |
| (fun θ => measurePreserving_doubleRotate Q (Circle.exp θ)) | |
| zero u := by | |
| apply Lp.ext | |
| filter_upwards [coe_koopman (fun θ => doubleRotate (Circle.exp θ)) | |
| (fun θ => measurePreserving_doubleRotate Q (Circle.exp θ)) 0 u] with z hz | |
| simpa only [Circle.exp_zero, doubleRotate_one] using hz | |
| add s t u := by | |
| apply Lp.ext | |
| let R := fun θ => doubleRotate (Circle.exp θ) | |
| let hm := fun θ => measurePreserving_doubleRotate Q (Circle.exp θ) | |
| have h₁ := coe_koopman R hm (s + t) u | |
| have h₂ := coe_koopman R hm s (koopman R hm t u) | |
| have h₃ := (hm s).quasiMeasurePreserving.ae (coe_koopman R hm t u) | |
| filter_upwards [h₁, h₂, h₃] with z h1 h2 h3 | |
| rw [h1, h2, h3] | |
| change u (doubleRotate (Circle.exp (s + t)) z) = | |
| u (doubleRotate (Circle.exp t) (doubleRotate (Circle.exp s) z)) | |
| rw [← doubleRotate_mul, ← Circle.exp_add, add_comm s t] | |
| continuous := continuous_angular_koopman Q | |
| /-- The transverse geodesic flow is actual geodesic motion after a quarter | |
| turn and restoration of the direction, with no global commutation assumed. -/ | |
| def transverseHilbertFlow (Q : Triangle) : HilbertFlow (DoubleL2 Q) := | |
| (geodesicHilbertFlow Q).conjugate (angularHilbertFlow Q) (Real.pi / 2) | |
| end TriangularBilliards | |
| namespace TriangularBilliards | |
| open Filter | |
| open scoped Topology ContDiff NNReal | |
| /-- Seam gluing in the two planar sheets: reflection of base and velocity | |
| changes the sheet. This is a local equality, not an assumption of transport | |
| invariance or of an analytic estimate. -/ | |
| def SeamCompatible (Q : Triangle) (f : DoublePhase → ℂ) : Prop := | |
| ∀ (i : Fin 3) (x : ℂ), x ∈ Q.side i → ∀ (v : Circle) (b : ZMod 2), | |
| ∀ᶠ y in 𝓝 x, f ((wallReflection Q i y, reflectedDirection Q i v), b + 1) = f ((y, v), b) | |
| /-- Horizontal derivative in the actual unit velocity direction. -/ | |
| def xDerivative (f : DoublePhase → ℂ) (z : DoublePhase) : ℂ := | |
| fderiv ℝ (fun x => f ((x, z.1.2), z.2)) z.1.1 (z.1.2 : ℂ) | |
| lemma wallReflection_add_smul (Q : Triangle) (i : Fin 3) (x v : ℂ) (t : ℝ) : | |
| wallReflection Q i (x + t • v) = wallReflection Q i x + t • reflect (Q.tangent i) v := by | |
| have h := wallReflection_sub Q i (x + t • v) x | |
| rw [add_sub_cancel_left, reflect_real_smul] at h | |
| exact (sub_eq_iff_eq_add.mp h).trans (add_comm _ _) | |
| lemma FlightChain.reflected_direction_previous {Q : Triangle} {z : Phase} | |
| (c : FlightChain Q z) (n : ℤ) : | |
| reflectedDirection Q (c.wall n) (c.direction n) = c.direction (n - 1) := by | |
| apply Subtype.ext | |
| change reflect (Q.tangent (c.wall n)) (c.direction n : ℂ) = _ | |
| rw [c.specular n, reflect_involutive (Q.tangent_ne_zero _)] | |
| lemma FlightChain.reflected_outgoing_line {Q : Triangle} {z : Phase} | |
| (c : FlightChain Q z) (n : ℤ) (s : ℝ) : | |
| wallReflection Q (c.wall n) (c.point n + (s - c.time n) • (c.direction n : ℂ)) = | |
| c.point (n - 1) + (s - c.time (n - 1)) • (c.direction (n - 1) : ℂ) := by | |
| rw [wallReflection_add_smul, wallReflection_fixed_side Q (c.on_side n), | |
| c.specular n, reflect_involutive (Q.tangent_ne_zero _), c.previous_line] | |
| /-- A seam-compatible field has one smooth planar formula through each | |
| collision. Thus no trace at a vertex and no angular regularity is needed | |
| for the ordinary one-variable calculus along a nonsingular orbit. -/ | |
| lemma seam_orbit_eventually_line {Q : Triangle} {z : DoublePhase} | |
| (c : FlightChain Q z.1) {f : DoublePhase → ℂ} (hf : SeamCompatible Q f) | |
| (t : ℝ) : | |
| ∃ n : ℤ, c.time n ≤ t ∧ t < c.time (n + 1) ∧ | |
| (fun s => f (doubleFlow Q s z)) =ᶠ[𝓝 t] | |
| (fun s => f ((c.point n + (s - c.time n) • (c.direction n : ℂ), c.direction n), | |
| (n : ZMod 2) + z.2)) := by | |
| let n := collisionIndex Q t z.1 | |
| have hn := collisionIndex_spec c t | |
| refine ⟨n, hn.1, hn.2, ?_⟩ | |
| by_cases he : c.time n = t | |
| · let p : ℝ → ℂ := fun s => c.point n + (s - c.time n) • (c.direction n : ℂ) | |
| have hp : Tendsto p (𝓝 t) (𝓝 (c.point n)) := by | |
| have hc : Continuous p := by fun_prop | |
| simpa only [ContinuousAt, p, ← he, sub_self, zero_smul, add_zero] using hc.continuousAt (x := t) | |
| have hs := hp.eventually (hf (c.wall n) (c.point n) (c.on_side n) | |
| (c.direction n) ((n : ZMod 2) + z.2)) | |
| have hi : Ioo (c.time (n - 1)) (c.time (n + 1)) ∈ 𝓝 t := by | |
| rw [← he] | |
| exact isOpen_Ioo.mem_nhds ⟨c.increasing (by omega), c.increasing (by omega)⟩ | |
| filter_upwards [hs, hi] with s hs hi | |
| by_cases hsn : c.time n ≤ s | |
| · rw [doubleFlow_on_flight c ⟨hsn, hi.2⟩] | |
| · have hprev : c.time (n - 1) ≤ s ∧ s < c.time ((n - 1) + 1) := | |
| ⟨hi.1.le, by simpa only [sub_add_cancel] using lt_of_not_ge hsn⟩ | |
| rw [doubleFlow_on_flight c hprev] | |
| have hb : ((n : ZMod 2) + z.2) + 1 = ((n - 1 : ℤ) : ZMod 2) + z.2 := by | |
| push_cast | |
| have h2 : (1 : ZMod 2) + 1 = 0 := by decide | |
| linear_combination h2 | |
| simpa only [p, c.reflected_outgoing_line, c.reflected_direction_previous, hb] using hs | |
| · have hi : Ioo (c.time n) (c.time (n + 1)) ∈ 𝓝 t := | |
| isOpen_Ioo.mem_nhds ⟨lt_of_le_of_ne hn.1 he, hn.2⟩ | |
| filter_upwards [hi] with s hs | |
| rw [doubleFlow_on_flight c ⟨hs.1.le, hs.2⟩] | |
| lemma seam_orbit_hasDerivAt {Q : Triangle} {z : DoublePhase} | |
| (c : FlightChain Q z.1) {f : DoublePhase → ℂ} (hf : SeamCompatible Q f) | |
| (hd : ∀ v b, Differentiable ℝ (fun x => f ((x, v), b))) (t : ℝ) : | |
| HasDerivAt (fun s => f (doubleFlow Q s z)) (xDerivative f (doubleFlow Q t z)) t := by | |
| obtain ⟨n, hn₀, hn₁, he⟩ := seam_orbit_eventually_line c hf t | |
| have hp : HasDerivAt (fun s => c.point n + (s - c.time n) • (c.direction n : ℂ)) | |
| (c.direction n : ℂ) t := by | |
| simpa only [one_smul, id_eq] using (((hasDerivAt_id t).sub_const (c.time n)).smul_const | |
| (c.direction n : ℂ)).const_add (c.point n) | |
| have h := ((hd (c.direction n) ((n : ZMod 2) + z.2) _).hasFDerivAt).comp_hasDerivAt t hp | |
| have hx : xDerivative f (doubleFlow Q t z) = | |
| fderiv ℝ (fun x => f ((x, c.direction n), (n : ZMod 2) + z.2)) | |
| (c.point n + (t - c.time n) • (c.direction n : ℂ)) (c.direction n : ℂ) := by | |
| rw [doubleFlow_on_flight c ⟨hn₀, hn₁⟩] | |
| rfl | |
| rw [hx] | |
| exact h.congr_of_eventuallyEq he | |
| lemma seam_orbit_norm_deriv_le {Q : Triangle} {z : DoublePhase} | |
| (c : FlightChain Q z.1) {f : DoublePhase → ℂ} (hf : SeamCompatible Q f) | |
| (hd : ∀ v b, Differentiable ℝ (fun x => f ((x, v), b))) | |
| {C : ℝ} (hC : ∀ x v b, ‖fderiv ℝ (fun y => f ((y,v),b)) x‖ ≤ C) (t : ℝ) : | |
| ‖deriv (fun s => f (doubleFlow Q s z)) t‖ ≤ C := by | |
| rw [(seam_orbit_hasDerivAt c hf hd t).deriv] | |
| unfold xDerivative | |
| apply (ContinuousLinearMap.le_opNorm _ _).trans | |
| rw [Circle.norm_coe, mul_one] | |
| exact hC _ _ _ | |
| lemma seam_orbit_lipschitz {Q : Triangle} {z : DoublePhase} | |
| (c : FlightChain Q z.1) {f : DoublePhase → ℂ} (hf : SeamCompatible Q f) | |
| (hd : ∀ v b, Differentiable ℝ (fun x => f ((x, v), b))) | |
| {C : ℝ≥0} (hC : ∀ x v b, ‖fderiv ℝ (fun y => f ((y,v),b)) x‖ ≤ C) : | |
| LipschitzWith C (fun t => f (doubleFlow Q t z)) := by | |
| apply lipschitzWith_of_nnnorm_deriv_le (fun t => (seam_orbit_hasDerivAt c hf hd t).differentiableAt) | |
| intro t | |
| exact_mod_cast seam_orbit_norm_deriv_le c hf hd hC t | |
| end TriangularBilliards | |
| namespace TriangularBilliards.Analysis | |
| open Filter | |
| open scoped Topology NNReal | |
| variable {A : Type uA} [MeasurableSpace A] {μ : Measure A} [IsFiniteMeasure μ] | |
| /-- Dominated passage from pointwise orbit derivatives to an actual L² | |
| strong derivative. A uniform Lipschitz bound is supplied by the genuine | |
| seam-glued spatial calculus; no generator identity is assumed. -/ | |
| lemma koopman_hasDerivAt_zero | |
| (F : ℝ → A → A) (hm : ∀ t, MeasurePreserving (F t) μ μ) | |
| (hzero : ∀ x, F 0 x = x) | |
| {f g : A → ℂ} (hf : MemLp f 2 μ) (hg : MemLp g 2 μ) | |
| {C : ℝ≥0} | |
| (hd : ∀ᵐ x ∂μ, HasDerivAt (fun t => f (F t x)) (g x) 0) | |
| (hbound : ∀ᵐ x ∂μ, LipschitzWith C (fun t => f (F t x))) | |
| (hgC : ∀ᵐ x ∂μ, ‖g x‖ ≤ C) : | |
| HasDerivAt (fun t => koopman F hm t (hf.toLp f)) (hg.toLp g) 0 := by | |
| let u := hf.toLp f | |
| let v := hg.toLp g | |
| have hu : (u : A → ℂ) =ᵐ[μ] f := hf.coeFn_toLp | |
| have hv : (v : A → ℂ) =ᵐ[μ] g := hg.coeFn_toLp | |
| have huf (t : ℝ) : (koopman F hm t u : A → ℂ) =ᵐ[μ] (fun x => f (F t x)) := | |
| (coe_koopman F hm t u).trans ((hm t).quasiMeasurePreserving.ae hu) | |
| have he0 : koopman F hm 0 u = u := by | |
| apply Lp.ext | |
| exact (huf 0).trans (by simpa only [hzero] using hu.symm) | |
| let q : ℝ → A → ℂ := fun t x => t⁻¹ • (f (F t x) - f x) - g x | |
| have hq (t : ℝ) : AEStronglyMeasurable (q t) μ := | |
| (((hf.aestronglyMeasurable.comp_measurePreserving (hm t)).sub hf.aestronglyMeasurable).const_smul | |
| (t⁻¹ : ℝ)).sub hg.aestronglyMeasurable | |
| have he (t : ℝ) : ‖t⁻¹ • (koopman F hm t u - u) - v‖ ^ 2 = ∫ x, ‖q t x‖ ^ 2 ∂μ := by | |
| rw [norm_sq_L2] | |
| apply integral_congr_ae | |
| filter_upwards [Lp.coeFn_sub ((t⁻¹ : ℝ) • (koopman F hm t u - u)) v, | |
| Lp.coeFn_smul (t⁻¹ : ℝ) (koopman F hm t u - u), | |
| Lp.coeFn_sub (koopman F hm t u) u, huf t, hu, hv] with x ha hb hc hft hfu hgv | |
| simp only [ha, hb, hc, Pi.sub_apply, Pi.smul_apply, hft, hfu, hgv, q] | |
| have hi : Tendsto (fun t : ℝ => ∫ x, ‖q t x‖ ^ 2 ∂μ) (𝓝[≠] 0) (𝓝 0) := by | |
| have hh : Tendsto (fun t : ℝ => ∫ x, ‖q t x‖ ^ 2 ∂μ) (𝓝[≠] 0) | |
| (𝓝 (∫ _x : A, (0 : ℝ) ∂μ)) := by | |
| apply tendsto_integral_filter_of_norm_le_const | |
| · exact Eventually.of_forall fun t => (hq t).norm.pow 2 | |
| · refine ⟨(2 * (C : ℝ)) ^ 2, Eventually.of_forall fun t => ?_⟩ | |
| filter_upwards [hbound, hgC] with x hx hgx | |
| rw [Real.norm_eq_abs, abs_of_nonneg (sq_nonneg _)] | |
| apply pow_le_pow_left₀ (norm_nonneg _) _ 2 | |
| have hdiff : ‖(t⁻¹ : ℝ) • (f (F t x) - f x)‖ ≤ C := by | |
| by_cases ht : t = 0 | |
| · simp only [ht, inv_zero, zero_smul, norm_zero, NNReal.coe_nonneg] | |
| rw [norm_smul, norm_inv] | |
| have hh := hx.norm_sub_le t 0 | |
| rw [hzero, sub_zero] at hh | |
| calc | |
| _ ≤ ‖t‖⁻¹ * ((C : ℝ) * ‖t‖) := mul_le_mul_of_nonneg_left hh (inv_nonneg.mpr (norm_nonneg _)) | |
| _ = C := by field_simp | |
| calc | |
| ‖q t x‖ ≤ ‖(t⁻¹ : ℝ) • (f (F t x) - f x)‖ + ‖g x‖ := norm_sub_le _ _ | |
| _ ≤ 2 * (C : ℝ) := by linarith | |
| · filter_upwards [hd] with x hx | |
| have hh := hx.tendsto_slope_zero | |
| simp only [zero_add, hzero] at hh | |
| have hl := ((hh.sub_const (g x)).norm.pow 2) | |
| simpa only [sub_self, norm_zero, ne_eq, OfNat.ofNat_ne_zero, not_false_eq_true, zero_pow, q] | |
| using hl | |
| simpa only [integral_zero] using hh | |
| have hn : Tendsto (fun t => ‖t⁻¹ • (koopman F hm t u - u) - v‖) (𝓝[≠] 0) (𝓝 0) := by | |
| have h := Real.continuous_sqrt.continuousAt.tendsto.comp hi | |
| simpa only [Function.comp_def, ← he, Real.sqrt_sq_eq_abs, abs_of_nonneg (norm_nonneg _), | |
| Real.sqrt_zero] using h | |
| change HasDerivAt (fun t => koopman F hm t u) v 0 | |
| rw [hasDerivAt_iff_tendsto_slope_zero] | |
| simpa only [zero_add, he0] using tendsto_iff_norm_sub_tendsto_zero.mpr hn | |
| end TriangularBilliards.Analysis | |
| end | |
| end | |
| end | |
| end | |
| end | |
| end OAI | |