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| import OAI.Dynamics.StandardMap.EntropyEndpoint | |
| import OAI.Dynamics.StandardMap.Components.CurvedHolonomy | |
| namespace OAI | |
| section | |
| section | |
| open MeasureTheory MeasureTheory.Measure Set Filter | |
| open scoped ENNReal Topology | |
| theorem rectangle_quasiMeasurePreserving {A B : Type*} | |
| [MeasurableSpace A] [MeasurableSpace B] | |
| (α : Measure A) (β : Measure B) [SFinite α] [SFinite β] | |
| {I : Set ℝ} (hI : MeasurableSet I) | |
| (G : A → ℝ → ℝ) (hG : Measurable (fun p : A×ℝ => G p.1 p.2)) | |
| (π : A×B → ℝ×ℝ) (hπ : Measurable π) | |
| (hgraph : ∀ p,(π p).2=G p.1 (π p).1) | |
| (haffine : ∀ x∈I,QuasiMeasurePreserving (fun a => G a x) α volume) | |
| (hcurved : ∀ a,QuasiMeasurePreserving (fun b => (π (a,b)).1) β (volume.restrict I)) : | |
| QuasiMeasurePreserving π (α.prod β) (volume : Measure (ℝ×ℝ)) := by | |
| refine ⟨hπ,AbsolutelyContinuous.mk fun N hN hNzero => ?_⟩ | |
| rw [map_apply hπ hN] | |
| have hslice : ∀ᵐ x ∂volume.restrict I,∀ᵐ y ∂(volume : Measure ℝ),(x,y)∉N := by | |
| apply ae_restrict_of_ae | |
| apply ae_ae_of_ae_prod (p := fun p : ℝ×ℝ => p∉N) | |
| rw [ae_iff] | |
| simpa only [not_not,Set.ofPred_mem_eq,Measure.volume_eq_prod] using hNzero | |
| have hGEN : ∀ᵐ x ∂volume.restrict I,∀ᵐ a ∂α,(x,G a x)∉N := by | |
| filter_upwards [hslice,ae_restrict_mem hI] with x hx hxI | |
| exact (haffine x hxI).ae hx | |
| have hprod : ∀ᵐ p ∂(volume.restrict I).prod α,(p.1,G p.2 p.1)∉N := by | |
| apply (ae_prod_iff_ae_ae ((hN.preimage | |
| (measurable_fst.prodMk (hG.comp measurable_swap))).compl)).mpr | |
| exact hGEN | |
| have hrev : ∀ᵐ a ∂α,∀ᵐ x ∂volume.restrict I,(x,G a x)∉N := by | |
| exact ae_ae_of_ae_prod ((measurePreserving_swap (μ := α) (ν := volume.restrict I)).quasiMeasurePreserving.ae hprod) | |
| have hout : ∀ᵐ a ∂α,∀ᵐ b ∂β,π (a,b)∉N := by | |
| filter_upwards [hrev] with a ha | |
| filter_upwards [(hcurved a).ae ha] with b hb | |
| simpa only [←hgraph (a,b),Prod.mk.eta] using hb | |
| have hall := (ae_prod_iff_ae_ae ((hN.preimage hπ).compl)).mpr hout | |
| simpa only [ae_iff,not_not,Set.ofPred_mem_eq] using hall | |
| end | |
| section | |
| namespace StandardMapEntropy | |
| open MeasureTheory MeasureTheory.Measure Set Filter Topology | |
| open scoped Topology ENNReal | |
| attribute [local instance] Measure.Subtype.measureSpace | |
| theorem compact_graph_product_nonsingular {K : Set (ℝ×ℝ)} (hK : IsCompact K) | |
| [SFinite (volume : Measure K)] | |
| (G U : K → ℝ → ℝ) | |
| (hG : Continuous (fun p : K×ℝ => G p.1 p.2)) | |
| (hU : Continuous (fun p : K×ℝ => U p.1 p.2)) | |
| (hsG : ∀ a s t,|G a s-G a t|≤(1/2)*|s-t|) | |
| (hsU : ∀ a s t,|U a s-U a t|≤(1/2)*|s-t|) | |
| {I J : Set ℝ} (hI : MeasurableSet I) | |
| (hIc : ∀ a : K,(a : ℝ×ℝ).1∈I) (hJc : ∀ a : K,(a : ℝ×ℝ).2∈J) | |
| (hcentreG : ∀ a : K,G a (a : ℝ×ℝ).1=(a : ℝ×ℝ).2) | |
| (hcentreU : ∀ a : K,U a (a : ℝ×ℝ).2=(a : ℝ×ℝ).1) | |
| {C : ℝ} (hC : 0≤C) (hGcontrol : AffineGraphControl G I C) (hUcontrol : AffineGraphControl U J C) | |
| (π : K×K → ℝ×ℝ) (hπ : Continuous π) | |
| (hπG : ∀ p,(π p).2=G p.1 (π p).1) (hπU : ∀ p,(π p).1=U p.2 (π p).2) | |
| (hπI : ∀ p,(π p).1∈I) (hπJ : ∀ p,(π p).2∈J) : | |
| QuasiMeasurePreserving π ((volume : Measure K).prod volume) (volume : Measure (ℝ×ℝ)) := by | |
| let _ : CompactSpace K := isCompact_iff_compactSpace.mp hK | |
| have haff (x : ℝ) (hx : x∈I) : QuasiMeasurePreserving (fun a => G a x) (volume : Measure K) volume := by | |
| apply label_nonsingular_of_vertical_inverse hK.measurableSet _ | |
| (hG.comp (continuous_id.prodMk continuous_const)).measurable hIc | |
| intro c hc | |
| obtain ⟨H,hH,hHval,hHbound⟩ := hGcontrol x hx c hc | |
| refine ⟨H,?_,fun Z hZ hZ0 => null_image_of_pointwise_local_bound hC hHbound hZ hZ0⟩ | |
| intro a he | |
| change H (G a x)=(a : ℝ×ℝ).2 | |
| rw [hHval,←he,hcentreG] | |
| have hcurved (a : K) : QuasiMeasurePreserving (fun b => (π (a,b)).1) | |
| (volume : Measure K) (volume.restrict I) := by | |
| have hbase : QuasiMeasurePreserving (fun b => (π (a,b)).1) (volume : Measure K) volume := by | |
| apply label_nonsingular_of_horizontal_inverse hK.measurableSet _ | |
| (continuous_fst.comp (hπ.comp (continuous_const.prodMk continuous_id))).measurable hJc | |
| intro c hc | |
| obtain ⟨H,hH,hHval,hHbound⟩ := compact_curved_inverse_control hU hC (by norm_num : (0:ℝ)≤1/2) | |
| (by norm_num : (0:ℝ)≤1/2) (by norm_num : (1/2:ℝ)*(1/2)<1) hsU hUcontrol | |
| (G a) (hsG a) (fun b => (π (a,b)).1) | |
| (continuous_fst.comp (hπ.comp (continuous_const.prodMk continuous_id))) | |
| (fun b => by rw [←hπG (a,b)]; exact hπU (a,b)) | |
| (fun b => by rw [←hπG (a,b)]; exact hπJ (a,b)) hc | |
| refine ⟨H,?_,fun Z hZ hZ0 => null_image_of_pointwise_local_bound (by positivity) hHbound hZ hZ0⟩ | |
| intro b he | |
| change H (π (a,b)).1=(b : ℝ×ℝ).1 | |
| rw [hHval,←he,hcentreU] | |
| simpa only [Measure.restrict_univ] using hbase.restrict | |
| (s := univ) (t := I) (fun b _ => hπI (a,b)) | |
| exact rectangle_quasiMeasurePreserving volume volume hI G hG.measurable π hπ.measurable hπG haff hcurved | |
| end StandardMapEntropy | |
| end | |
| section | |
| namespace StandardMapEntropy | |
| open MeasureTheory Set Filter | |
| open scoped Topology | |
| open NonlinearStable | |
| theorem compact_graph_rectangle {A B : Type*} | |
| [TopologicalSpace A] [CompactSpace A] [T2Space A] | |
| [TopologicalSpace B] [CompactSpace B] [T2Space B] | |
| (G : A → ℝ → ℝ) (U : B → ℝ → ℝ) | |
| (hG : Continuous (fun p : A×ℝ => G p.1 p.2)) | |
| (hU : Continuous (fun p : B×ℝ => U p.1 p.2)) | |
| (hsG : ∀ a s t,|G a s-G a t|≤(1/2)*|s-t|) | |
| (hsU : ∀ b s t,|U b s-U b t|≤(1/2)*|s-t|) | |
| {r : ℝ} (hr : 0<r) (hsmall : ∀ a b,|G a (U b 0)|≤r/4) : | |
| ∃ π : A×B → Plane, Continuous π ∧ | |
| (∀ p, (π p).1=U p.2 (π p).2 ∧ (π p).2=G p.1 (π p).1 ∧ |(π p).2|≤r) ∧ | |
| ∀ p q : A×B, ∀ z : Plane, | |
| z.1=U p.2 z.2 → z.2=G q.1 z.1 → z=π (q.1,p.2) := by | |
| let F (p : A×B) (s : ℝ) : Plane := (s-G p.1 (U p.2 s),0) | |
| have hFc : Continuous (fun p : (A×B)×Icc (-r) r => F p.1 p.2) := by | |
| apply Continuous.prodMk _ continuous_const | |
| exact (continuous_subtype_val.comp continuous_snd).sub | |
| (hG.comp ((continuous_fst.comp continuous_fst).prodMk | |
| (hU.comp ((continuous_snd.comp continuous_fst).prodMk (continuous_subtype_val.comp continuous_snd))))) | |
| have herr (p : A×B) (s t : ℝ) : |(F p s).1-(F p t).1-(s-t)|≤(1/4)*|s-t| := by | |
| have he : (F p s).1-(F p t).1-(s-t)=G p.1 (U p.2 t)-G p.1 (U p.2 s) := by dsimp only [F]; ring | |
| rw [he,abs_sub_comm] | |
| exact ((hsG p.1 _ _).trans (mul_le_mul_of_nonneg_left (hsU p.2 s t) (by norm_num))).trans_eq (by ring) | |
| obtain ⟨σ,hσ,hσval⟩ := compact_graph_crossing r hr F hFc herr (fun p => by | |
| simpa only [F,zero_sub,abs_neg] using hsmall p.1 p.2) | |
| let z₀ : Icc (-r/2) (r/2) := ⟨0,by constructor <;> linarith⟩ | |
| let t : A×B → ℝ := fun p => σ (p,z₀) | |
| have ht : Continuous t := continuous_subtype_val.comp (hσ.comp (continuous_id.prodMk continuous_const)) | |
| have he (p : A×B) : t p=G p.1 (U p.2 (t p)) := by | |
| have hh := hσval (p,z₀) | |
| change t p-G p.1 (U p.2 (t p))=0 at hh | |
| exact sub_eq_zero.mp hh | |
| refine ⟨(fun p => (U p.2 (t p),t p)),(hU.comp (continuous_snd.prodMk ht)).prodMk ht,?_,?_⟩ | |
| · intro p | |
| exact ⟨rfl,he p,abs_le.mpr (σ (p,z₀)).property⟩ | |
| · intro p q z hzU hzG | |
| have hm := strictMono_of_linear_error (by norm_num : (1/4 : ℝ)<1) (herr (q.1,p.2)) | |
| have hzero : (F (q.1,p.2) z.2).1=0 := by | |
| change z.2-G q.1 (U p.2 z.2)=0 | |
| rw [←hzU,←hzG,sub_self] | |
| have hz : z.2=t (q.1,p.2) := hm.injective (hzero.trans (by | |
| change 0=t (q.1,p.2)-G q.1 (U p.2 (t (q.1,p.2))) | |
| exact (sub_eq_zero.mpr (he (q.1,p.2))).symm)) | |
| exact Prod.ext (hzU.trans (congrArg (U p.2) hz)) hz | |
| end StandardMapEntropy | |
| end | |
| section | |
| namespace StandardMapEntropy | |
| open MeasureTheory MeasureTheory.Measure Set Filter Topology | |
| open scoped Topology ENNReal | |
| open NonlinearStable | |
| attribute [local instance] Measure.Subtype.measureSpace | |
| structure ReversibleGraphRectangle {k χ : ℝ} {B : ReversibleRectangleBlock k χ} (F : ReversibleGraphFamilies B) where | |
| point : B.coordinateCarrier×B.coordinateCarrier → RealPlane | |
| continuous : Continuous point | |
| nonsingular : QuasiMeasurePreserving point ((volume : Measure B.coordinateCarrier).prod volume) volume | |
| stable : ∀ p,(point p).2=F.G (B.label p.1) (point p).1 | |
| unstable : ∀ p,(point p).1=F.U (B.label p.2) (point p).2 | |
| x_bound : ∀ p,|(point p).1|≤B.ρ | |
| y_bound : ∀ p,|(point p).2|≤B.ρ | |
| theorem reversible_graph_rectangle {k χ : ℝ} {B : ReversibleRectangleBlock k χ} | |
| (F : ReversibleGraphFamilies B) (hk : 0≤k) : Nonempty (ReversibleGraphRectangle F) := by | |
| let _ : CompactSpace B.coordinateCarrier := isCompact_iff_compactSpace.mp B.compact_coordinateCarrier | |
| let _ : IsFiniteMeasure (volume : Measure B.coordinateCarrier) := B.finite_coordinate_volume | |
| let G (a : B.coordinateCarrier) (s : ℝ) := F.G (B.label a) s | |
| let U (a : B.coordinateCarrier) (s : ℝ) := F.U (B.label a) s | |
| have hG : Continuous (fun p : B.coordinateCarrier×ℝ => G p.1 p.2) := | |
| F.continuous_G.comp ((B.continuous_label.comp continuous_fst).prodMk continuous_snd) | |
| have hU : Continuous (fun p : B.coordinateCarrier×ℝ => U p.1 p.2) := | |
| F.continuous_U.comp ((B.continuous_label.comp continuous_fst).prodMk continuous_snd) | |
| have hx (a : B.coordinateCarrier) : |(a : RealPlane).1|≤B.ρ/100 := by | |
| have hh := (norm_fst_le (B.coordinates (B.label a))).trans (B.central (B.label a) (B.label a).property) | |
| simpa only [B.coordinates_label,Real.norm_eq_abs] using hh | |
| have hy (a : B.coordinateCarrier) : |(a : RealPlane).2|≤B.ρ/100 := by | |
| have hh := (norm_snd_le (B.coordinates (B.label a))).trans (B.central (B.label a) (B.label a).property) | |
| simpa only [B.coordinates_label,Real.norm_eq_abs] using hh | |
| have hGc (a : B.coordinateCarrier) : G a (a : RealPlane).1=(a : RealPlane).2 := by | |
| simpa only [B.coordinates_label] using F.G_centre (B.label a) | |
| have hUc (a : B.coordinateCarrier) : U a (a : RealPlane).2=(a : RealPlane).1 := by | |
| simpa only [B.coordinates_label] using F.U_centre (B.label a) | |
| have hG0 (a : B.coordinateCarrier) : |G a 0|≤3*B.ρ/200 := by | |
| have hh := F.slope_G (B.label a) 0 (a : RealPlane).1 | |
| change |G a 0-G a (a : RealPlane).1|≤_ at hh | |
| rw [hGc,zero_sub,abs_neg] at hh | |
| have htri := abs_sub_le (G a 0) (a : RealPlane).2 0 | |
| simp only [sub_zero] at htri | |
| nlinarith [hx a,hy a] | |
| have hU0 (a : B.coordinateCarrier) : |U a 0|≤3*B.ρ/200 := by | |
| have hh := F.slope_U (B.label a) 0 (a : RealPlane).2 | |
| change |U a 0-U a (a : RealPlane).2|≤_ at hh | |
| rw [hUc,zero_sub,abs_neg] at hh | |
| have htri := abs_sub_le (U a 0) (a : RealPlane).1 0 | |
| simp only [sub_zero] at htri | |
| nlinarith [hx a,hy a] | |
| have hsmall (a b : B.coordinateCarrier) : |G a (U b 0)|≤B.ρ/4 := by | |
| have hh := F.slope_G (B.label a) (U b 0) 0 | |
| change |G a (U b 0)-G a 0|≤_ at hh | |
| simp only [sub_zero] at hh | |
| have htri := abs_sub_le (G a (U b 0)) (G a 0) 0 | |
| simp only [sub_zero] at htri | |
| nlinarith [hG0 a,hU0 b,B.ρ_pos] | |
| obtain ⟨π,hπ,hgraph,hunique⟩ := compact_graph_rectangle G U hG hU | |
| (fun a => F.slope_G (B.label a)) (fun a => F.slope_U (B.label a)) B.ρ_pos hsmall | |
| have hπx (p : B.coordinateCarrier×B.coordinateCarrier) : |(π p).1|≤B.ρ := by | |
| rw [(hgraph p).1] | |
| have hh := F.slope_U (B.label p.2) (π p).2 0 | |
| change |U p.2 (π p).2-U p.2 0|≤_ at hh | |
| simp only [sub_zero] at hh | |
| have htri := abs_sub_le (U p.2 (π p).2) (U p.2 0) 0 | |
| simp only [sub_zero] at htri | |
| nlinarith [(hgraph p).2.2,hU0 p.2,B.ρ_pos] | |
| have hπI (p : B.coordinateCarrier×B.coordinateCarrier) : (π p).1∈B.stableInterval := | |
| B.mem_stableInterval.mpr ((hπx p).trans (by linarith [B.ρ_small,B.r_pos])) | |
| have hπJ (p : B.coordinateCarrier×B.coordinateCarrier) : (π p).2∈B.unstableInterval := | |
| B.mem_unstableInterval.mpr ((hgraph p).2.2.trans (by linarith [B.ρ_reverse,B.ρ_pos])) | |
| have hNS := compact_graph_product_nonsingular B.compact_coordinateCarrier G U hG hU | |
| (fun a => F.slope_G (B.label a)) (fun a => F.slope_U (B.label a)) | |
| (I := B.stableInterval) (J := B.unstableInterval) measurableSet_Icc | |
| (fun a => B.mem_stableInterval.mpr ((hx a).trans (by linarith [B.ρ_small,B.ρ_pos]))) | |
| (fun a => B.mem_unstableInterval.mpr ((hy a).trans (by linarith [B.ρ_reverse,B.ρ_pos]))) | |
| hGc hUc B.holonomyConstant_pos.le ((F.stable_control hk).comp B.label) ((F.unstable_control hk).comp B.label) | |
| π hπ (fun p => (hgraph p).2.1) (fun p => (hgraph p).1) hπI hπJ | |
| exact ⟨⟨π,hπ,hNS,fun p => (hgraph p).2.1,fun p => (hgraph p).1,hπx,fun p => (hgraph p).2.2⟩⟩ | |
| end StandardMapEntropy | |
| end | |
| section | |
| namespace StandardMapEntropy | |
| open MeasureTheory MeasureTheory.Measure Set Filter Topology | |
| open scoped Topology ENNReal | |
| theorem complexProjection_quasiMeasurePreserving : QuasiMeasurePreserving complexProjection volume area := by | |
| refine ⟨continuous_complexProjection.measurable,AbsolutelyContinuous.mk fun N hN hNz => ?_⟩ | |
| rw [Measure.map_apply continuous_complexProjection.measurable hN] | |
| let C (m n : ℤ) : Set ℂ := {z | z.re∈Ico (m : ℝ) ((m : ℝ)+1) ∧ z.im∈Ico (n : ℝ) ((n : ℝ)+1)} | |
| have hmp (m n : ℤ) : MeasurePreserving complexProjection (volume.restrict (C m n)) area := by | |
| have hp := (AddCircle.measurePreserving_mk (1 : ℝ) (m : ℝ)).prod (AddCircle.measurePreserving_mk (1 : ℝ) (n : ℝ)) | |
| simp only [←restrict_Ico_eq_restrict_Ioc,Measure.prod_restrict] at hp | |
| have hc := Complex.volume_preserving_equiv_real_prod.restrict_preimage | |
| (measurableSet_Ico.prod measurableSet_Ico : MeasurableSet | |
| (Ico (m : ℝ) ((m : ℝ)+1) ×ˢ Ico (n : ℝ) ((n : ℝ)+1))) | |
| exact hp.comp hc | |
| have hz (m n : ℤ) : volume (complexProjection ⁻¹' N∩C m n)=0 := by | |
| have hh := (hmp m n).measure_preimage hN.nullMeasurableSet | |
| rw [Measure.restrict_apply (hN.preimage continuous_complexProjection.measurable),hNz] at hh | |
| exact hh | |
| apply measure_mono_null (t := ⋃ m : ℤ,⋃ n : ℤ,complexProjection ⁻¹' N∩C m n) _ | |
| (measure_iUnion_null fun m => measure_iUnion_null fun n => hz m n) | |
| intro z hzN | |
| exact mem_iUnion.mpr ⟨⌊z.re⌋,mem_iUnion.mpr ⟨⌊z.im⌋,hzN, | |
| ⟨Int.floor_le _,Int.lt_floor_add_one _⟩,⟨Int.floor_le _,Int.lt_floor_add_one _⟩⟩⟩ | |
| end StandardMapEntropy | |
| end | |
| section | |
| namespace StandardMapEntropy | |
| open MeasureTheory Set Filter | |
| open scoped Topology | |
| open NonlinearStable | |
| theorem fineStableCurve_contracting_tangent (k χ ε δ : ℝ) (hδ : 0<δ) | |
| (hq : Real.exp (-χ+ε)+δ<1) (w : ℂ) | |
| (hw : ∀ n : ℕ, FineRegular k χ ε (complexProjection ((standardLift k)^[n] w))) | |
| {s : ℝ} (hs : |s|<1) : | |
| ∃ v : ℂ,v≠0 ∧ ∀ n : ℕ, | |
| ‖standardDerivativeProduct k (complexProjection (fineStableCurve k χ ε δ hδ hq w hw s)) n v‖≤ | |
| (2*fineScale k ε δ)*(Real.exp (-χ+ε)+δ)^n := by | |
| let f := fineStableCurve k χ ε δ hδ hq w hw | |
| have hsI : Ioo (-1 : ℝ) 1∈𝓝 s := isOpen_Ioo.mem_nhds (abs_lt.mp hs) | |
| have hf : DifferentiableAt ℝ f s := | |
| (fineStableCurve_contDiffOn k χ ε δ hδ hq w hw).differentiableOn (by norm_num) |>.differentiableAt hsI | |
| let I := fineInverse k χ ε δ (complexProjection w) | |
| let L := (ContinuousLinearMap.fst ℝ ℝ ℝ).comp I | |
| have he : (fun t : ℝ => L (f t-w))=id := by | |
| funext t | |
| change (I (w+fineFrame k χ ε δ (complexProjection w) (t,fineStableGraph k χ ε δ hδ hq w hw t)-w)).1=t | |
| rw [add_sub_cancel_left] | |
| dsimp [I] | |
| rw [fineInverse_frame k χ ε hδ _ (by simpa using (hw 0).1)] | |
| have hder := L.hasFDerivAt.comp_hasDerivAt s (hf.hasDerivAt.sub_const w) | |
| have hfirst : L (deriv f s)=1 := by | |
| have hder' : HasDerivAt (fun t : ℝ => L (f t-w)) (L (deriv f s)) s := hder | |
| rw [he] at hder' | |
| exact hder'.unique (hasDerivAt_id s) | |
| refine ⟨deriv f s,?_,?_⟩ | |
| · intro hz | |
| rw [hz,map_zero] at hfirst | |
| norm_num at hfirst | |
| · intro n | |
| have hd := (hasFDerivAt_standardLift_iterate k n (f s)).comp_hasDerivAt s hf.hasDerivAt | |
| apply hd.le_of_lip' (by positivity [fineScale_pos k ε hδ]) | |
| filter_upwards [hsI] with t ht | |
| exact fineStableCurve_contraction k χ ε δ hδ hq w hw (abs_lt.mpr ht).le hs.le n | |
| lemma vectorGrowth_le_log_of_bound (k : ℝ) (z : Torus) {v : ℂ} {l C q : ℝ} | |
| (hg : VectorGrowth k z v l) (hC : 0<C) (hq : 0<q) | |
| (hb : ∀ n : ℕ,‖standardDerivativeProduct k z n v‖≤C*q^n) : l≤Real.log q := by | |
| have ht : Tendsto (fun n : ℕ => Real.log C/(n : ℝ)+Real.log q) atTop (𝓝 (Real.log q)) := by | |
| simpa only [zero_add] using | |
| (tendsto_const_nhds.div_atTop tendsto_natCast_atTop_atTop : | |
| Tendsto (fun n : ℕ => Real.log C/(n : ℝ)) atTop (𝓝 0)).add_const (Real.log q) | |
| apply le_of_tendsto_of_tendsto hg.2 ht | |
| filter_upwards [eventually_gt_atTop 0] with n hn | |
| have hn' : (0 : ℝ)<n := by exact_mod_cast hn | |
| have hp : 0<‖standardDerivativeProduct k z n v‖ := | |
| PlaneLyapunov.image_norm_pos _ (standardDerivativeProduct_area k z) hg.1 n | |
| have hh := Real.log_le_log hp (hb n) | |
| rw [Real.log_mul hC.ne' (pow_pos hq n).ne',Real.log_pow] at hh | |
| exact (div_le_div_of_nonneg_right hh hn'.le).trans_eq (by field_simp) | |
| theorem fineStableCurve_spectrum_positive (k χ ε δ : ℝ) (hδ : 0<δ) | |
| (hq : Real.exp (-χ+ε)+δ<1) (w : ℂ) | |
| (hw : ∀ n : ℕ, FineRegular k χ ε (complexProjection ((standardLift k)^[n] w))) | |
| {s l : ℝ} (hs : |s|<1) | |
| (hl : LyapunovSpectrumAt k (complexProjection (fineStableCurve k χ ε δ hδ hq w hw s)) l) : 0<l := by | |
| rcases hl.2 with ⟨he,hzero⟩|⟨hpos,_⟩ | |
| · obtain ⟨v,hv,hbound⟩ := fineStableCurve_contracting_tangent k χ ε δ hδ hq w hw hs | |
| have hh := vectorGrowth_le_log_of_bound k _ (hzero v hv) (by positivity [fineScale_pos k ε hδ]) | |
| (show 0<Real.exp (-χ+ε)+δ by positivity) hbound | |
| have hneg : Real.log (Real.exp (-χ+ε)+δ)<0 := Real.log_neg (by positivity) hq | |
| linarith | |
| · exact hpos | |
| end StandardMapEntropy | |
| end | |
| section | |
| open MeasureTheory Filter Set | |
| open scoped Topology ENNReal BigOperators | |
| namespace BoundedSubadditive | |
| variable {X : Type*} [TopologicalSpace X] [CompactSpace X] [MeasurableSpace X] [BorelSpace X] | |
| theorem continuous_birkhoff_limit {μ : Measure X} [IsFiniteMeasure μ] | |
| {T S : X → X} (hT : MeasurePreserving T μ μ) (hS : MeasurePreserving S μ μ) | |
| (hST : ∀ x,S (T x)=x) (hTS : ∀ x,T (S x)=x) (f : C(X,ℝ)) : | |
| ∃ F : X → ℝ, Measurable F ∧ (∀ x,F (T x)=F x) ∧ | |
| (∀ᵐ x ∂μ, | |
| Tendsto (fun n : ℕ => birkhoffSum T f n x/(n : ℝ)) atTop (𝓝 (F x)) ∧ | |
| Tendsto (fun n : ℕ => birkhoffSum S f n x/(n : ℝ)) atTop (𝓝 (F x))) ∧ | |
| ∀ A : Set X, MeasurableSet A → T ⁻¹' A=A → ∫ x in A,F x ∂μ=∫ x in A,f x ∂μ := by | |
| let C := ‖f‖ | |
| let d := 2*C+1 | |
| have hC : 0≤C := norm_nonneg f | |
| have hd : 0<d := by dsimp only [d]; positivity | |
| let g : X → ℝ := fun x => (f x+C)/d | |
| have hg : Measurable g := (f.continuous.measurable.add_const C).div_const d | |
| have hbound (x : X) : |f x|≤C := f.norm_coe_le_norm x | |
| have h0 (x : X) : 0≤g x := div_nonneg (by linarith [(abs_le.mp (hbound x)).1]) hd.le | |
| have h1 (x : X) : g x≤1 := by | |
| apply (div_le_one hd).mpr | |
| dsimp only [d] | |
| linarith [(abs_le.mp (hbound x)).2] | |
| obtain ⟨G,hGm,hGb,hGT,hGconv⟩ := forward_backward_birkhoff hT hS hST hTS hg h0 h1 | |
| obtain ⟨H,hHm,hHb,hHT,hHconv,hHint⟩ := exists_bounded_birkhoff_limit hT hg h0 h1 | |
| have hGH : G=ᵐ[μ] H := by | |
| filter_upwards [hGconv,hHconv] with x hx hy | |
| exact tendsto_nhds_unique hx.1 hy | |
| let F : X → ℝ := fun x => d*G x-C | |
| have hFi : Integrable F μ := by | |
| apply (integrable_const (d+C)).mono' ((measurable_const.mul hGm).sub_const C).aestronglyMeasurable | |
| apply Eventually.of_forall | |
| intro x | |
| change |d*G x-C|≤d+C | |
| rw [abs_le] | |
| constructor <;> nlinarith [(hGb x).1,(hGb x).2] | |
| have hconv {U : X → X} {x : X} | |
| (hu : Tendsto (fun n : ℕ => birkhoffSum U g n x/(n : ℝ)) atTop (𝓝 (G x))) : | |
| Tendsto (fun n : ℕ => birkhoffSum U f n x/(n : ℝ)) atTop (𝓝 (F x)) := by | |
| apply ((hu.const_mul d).sub_const C).congr' | |
| filter_upwards [eventually_ne_atTop 0] with n hn | |
| have hn' : (n : ℝ)≠0 := by exact_mod_cast hn | |
| have he : birkhoffSum U g n x=(birkhoffSum U f n x+(n : ℝ)*C)/d := by | |
| simp only [birkhoffSum,g] | |
| rw [←Finset.sum_div,Finset.sum_add_distrib] | |
| simp only [Finset.sum_const,Finset.card_range,nsmul_eq_mul] | |
| rw [he] | |
| field_simp | |
| ring | |
| refine ⟨F,(measurable_const.mul hGm).sub_const C,fun x => by simp only [F,hGT],?_,?_⟩ | |
| · exact hGconv.mono fun x hx => ⟨hconv hx.1,hconv hx.2⟩ | |
| · intro A hA hTA | |
| have hHi : Integrable H μ := (integrable_const (1 : ℝ)).mono' hHm.aestronglyMeasurable | |
| (Eventually.of_forall fun x => by rw [Real.norm_eq_abs,abs_of_nonneg (hHb x).1]; exact (hHb x).2) | |
| have hf : Integrable (fun x => f x) μ := (integrable_const C).mono' f.continuous.measurable.aestronglyMeasurable | |
| (Eventually.of_forall hbound) | |
| have he : (fun x => F x)=ᵐ[μ.restrict A] (fun x => d*H x-C) := | |
| (ae_restrict_of_ae hGH).mono fun x hx => by simp only [F,hx] | |
| rw [integral_congr_ae he,integral_sub (hHi.const_mul d).integrableOn (integrable_const C), | |
| integral_const_mul,hHint A hA hTA] | |
| have hge : (∫ x in A,g x ∂μ)=((∫ x in A,f x ∂μ)+(∫ x in A,C ∂μ))/d := by | |
| dsimp only [g] | |
| rw [integral_div,integral_add hf.integrableOn (integrable_const C)] | |
| rw [hge] | |
| field_simp | |
| ring | |
| end BoundedSubadditive | |
| end | |
| section | |
| open MeasureTheory Filter Set | |
| open scoped Topology ENNReal | |
| namespace BoundedSubadditive | |
| variable {X : Type*} [MetricSpace X] [CompactSpace X] [MeasurableSpace X] [BorelSpace X] | |
| structure ContinuousBirkhoffCode (T S : X → X) (μ : Measure X) where | |
| observation : ℕ → C(X,ℝ) | |
| dense : DenseRange observation | |
| value : X → ℕ → ℝ | |
| measurable : Measurable value | |
| invariant : ∀ x,value (T x)=value x | |
| generic : ∀ᵐ x ∂μ,∀ j : ℕ, | |
| Tendsto (fun n : ℕ => birkhoffSum T (observation j) n x/(n : ℝ)) atTop (𝓝 (value x j)) ∧ | |
| Tendsto (fun n : ℕ => birkhoffSum S (observation j) n x/(n : ℝ)) atTop (𝓝 (value x j)) | |
| integral : ∀ (A : Set X), MeasurableSet A → T ⁻¹' A=A → ∀ j : ℕ, | |
| ∫ x in A,value x j ∂μ=∫ x in A,observation j x ∂μ | |
| theorem exists_continuousBirkhoffCode {μ : Measure X} [IsFiniteMeasure μ] | |
| {T S : X → X} (hT : MeasurePreserving T μ μ) (hS : MeasurePreserving S μ μ) | |
| (hST : ∀ x,S (T x)=x) (hTS : ∀ x,T (S x)=x) : | |
| Nonempty (ContinuousBirkhoffCode T S μ) := by | |
| obtain ⟨f,hf⟩ := TopologicalSpace.exists_dense_seq C(X,ℝ) | |
| choose F hFm hFT hFconv hFint using fun j => continuous_birkhoff_limit hT hS hST hTS (f j) | |
| exact ⟨{ | |
| observation := f, dense := hf, value := fun x j => F j x, | |
| measurable := Measurable.of_eval hFm, | |
| invariant := fun x => funext fun j => hFT j x, | |
| generic := ae_all_iff.mpr hFconv, | |
| integral := fun A hA hTA j => hFint j A hA hTA }⟩ | |
| lemma continuousMap_integrable (μ : Measure X) [IsFiniteMeasure μ] (f : C(X,ℝ)) : Integrable f μ := | |
| f.continuous.integrable_of_hasCompactSupport (HasCompactSupport.of_compactSpace f) | |
| lemma continuous_integral_continuousMap (μ : Measure X) [IsFiniteMeasure μ] : | |
| Continuous (fun f : C(X,ℝ) => ∫ x,f x ∂μ) := by | |
| apply (LipschitzWith.of_dist_le_mul (K := ⟨μ.real univ,ENNReal.toReal_nonneg⟩) ?_).continuous | |
| intro f g | |
| rw [dist_eq_norm,←integral_sub (continuousMap_integrable μ f) (continuousMap_integrable μ g),dist_eq_norm] | |
| exact (norm_integral_le_of_norm_le_const (Eventually.of_forall fun x => (f-g).norm_coe_le_norm x)).trans_eq (mul_comm _ _) | |
| lemma measure_eq_of_dense_continuous_integrals {μ ν : Measure X} [IsFiniteMeasure μ] [IsFiniteMeasure ν] | |
| {f : ℕ → C(X,ℝ)} (hf : DenseRange f) | |
| (he : ∀ j,∫ x,f j x ∂μ=∫ x,f j x ∂ν) : μ=ν := by | |
| have hfun := hf.equalizer (continuous_integral_continuousMap μ) (continuous_integral_continuousMap ν) (funext he) | |
| apply Measure.ext_of_integral_eq_on_compactlySupported | |
| intro g | |
| exact congrFun hfun g.toContinuousMap | |
| end BoundedSubadditive | |
| end | |
| end | |
| end OAI | |