import Mathlib import OAI.Geometry.BallPacking.Hamiltonian.CartesianMomentSlices namespace OAI noncomputable section namespace PackingSufficiencySupport.Hamiltonian open scoped ContDiff Topology BigOperators open Set Function section variable {ι : Type*} [Fintype ι] [DecidableEq ι] theorem liftedHamiltonian_compact (j : ι) {B : ((ι → ℝ) × ℝ) × Plane → ℝ} (hB : HasCompactSupport B) : HasCompactSupport (liftedHamiltonian j B) := by obtain ⟨r,hr,hbound⟩ := hB.isBounded.exists_pos_norm_le let K : Set (ℝ × PlanePhase ι) := Icc (-r) r ×ˢ pi univ (fun _ => closedRoundDisk (2*r+1)) have hK : IsCompact K := isCompact_Icc.prod (isCompact_univ_pi (fun i => closedRoundDisk_isCompact _)) apply HasCompactSupport.intro hK intro p hp by_contra hn have hb := hbound (liftArgument j p) (subset_closure hn) have hy : ‖outerMoments j p.2‖ ≤ r := (norm_fst_le _).trans ((norm_fst_le _).trans hb) have ht : ‖p.1‖ ≤ r := (norm_snd_le _).trans ((norm_fst_le _).trans hb) have hz : ‖p.2 j‖ ≤ r := (norm_snd_le _).trans hb apply hp refine ⟨?_,?_⟩ · exact abs_le.mp ht · intro i _ change radiusSq (p.2 i) ≤ (2*r+1)^2 by_cases hij : i=j · subst i have h₁ : |(p.2 j).1| ≤ r := (norm_fst_le _).trans hz have h₂ : |(p.2 j).2| ≤ r := (norm_snd_le _).trans hz have hs₁ := (sq_le_sq₀ (abs_nonneg _) hr.le).mpr h₁ have hs₂ := (sq_le_sq₀ (abs_nonneg _) hr.le).mpr h₂ simp only [sq_abs] at hs₁ hs₂ dsimp [radiusSq] nlinarith · have hpi : radialArea (p.2 i) ≤ r := by have hh := (norm_le_pi_norm (outerMoments j p.2) i).trans hy rw [outerMoments_other j p.2 hij,Real.norm_of_nonneg (by dsimp [radialArea,radiusSq]; positivity)] at hh exact hh have hs : 0 ≤ radiusSq (p.2 i) := by dsimp [radiusSq]; positivity have hpi1 : 1 ≤ Real.pi := (by linarith [Real.pi_gt_three] : (1:ℝ) ≤ Real.pi) have he := mul_le_mul_of_nonneg_right hpi1 hs dsimp [radialArea] at hpi nlinarith end variable {P : Type} [NormedAddCommGroup P] [NormedSpace ℝ P] theorem scaledPlanarHamiltonian_support (Ψ : PlanarHamiltonianMotion P) {a χ : P → ℝ} (ha : Continuous a) (hn : ∀ y, a y ≠ 0) {σ : ℝ} (hσ : ∀ p ∈ tsupport Ψ.hamiltonian, radialArea p.2 ≤ σ) : tsupport (scaledPlanarHamiltonian Ψ a χ) ⊆ {p | p.1.1 ∈ tsupport χ ∧ radialArea p.2 ≤ σ*(a p.1.1)^2} := by apply closure_minimal · intro p hp have hc : χ p.1.1 ≠ 0 := by intro hz; apply hp; simp [scaledPlanarHamiltonian,hz] have hb : Ψ.hamiltonian ((p.1.1,χ p.1.1*Real.smoothTransition p.1.2),(a p.1.1)⁻¹ • p.2) ≠ 0 := by intro hz; apply hp; simp [scaledPlanarHamiltonian,hz] refine ⟨subset_tsupport χ hc,?_⟩ have hh := mul_le_mul_of_nonneg_left (hσ _ (subset_tsupport _ hb)) (sq_nonneg (a p.1.1)) rw [radialArea_smul] at hh have he : (a p.1.1)^2*((a p.1.1)⁻¹^2*radialArea p.2) = radialArea p.2 := by field_simp [hn p.1.1] rw [he] at hh simpa only [mul_comm] using hh · exact ((isClosed_tsupport χ).preimage continuous_fst.fst).inter (isClosed_le (radialArea_smooth.continuous.comp continuous_snd) (continuous_const.mul ((ha.comp continuous_fst.fst).pow 2))) variable {ι : Type} [Fintype ι] [DecidableEq ι] theorem liftedHamiltonian_support_subset (j : ι) {B : ((ι → ℝ) × ℝ) × Plane → ℝ} : tsupport (liftedHamiltonian j B) ⊆ {p : ℝ × PlanePhase ι | liftArgument j p ∈ tsupport B} := by apply closure_minimal · intro p hp exact subset_tsupport B hp · exact (isClosed_tsupport B).preimage (liftArgument_smooth j).continuous end PackingSufficiencySupport.Hamiltonian namespace PackingSufficiencySupport.Comparison open Set variable {P : Type*} [PseudoMetricSpace P] theorem exists_uniform_variable_modulus {Y : Set P} (hY : IsCompact Y) {L : P → ℝ} (hL : ContinuousOn L Y) (G : C(P × ℝ,ℝ)) {ε : ℝ} (he : 0 < ε) : ∃ δ > 0, ∀ y ∈ Y, ∀ u ∈ Icc (0:ℝ) (L y), ∀ v ∈ Icc (0:ℝ) (L y), |u-v| < δ → G (y,u) < G (y,v)+ε := by obtain ⟨M,hM⟩ := (hY.image_of_continuousOn hL).bddAbove have hc := (hY.prod (isCompact_Icc : IsCompact (Icc (0:ℝ) M))).uniformContinuousOn_of_continuous G.continuous.continuousOn obtain ⟨δ,hδ,hG⟩ := Metric.uniformContinuousOn_iff.mp hc ε he refine ⟨δ,hδ,?_⟩ intro y hy u hu v hv hd have hdist : dist (y,u) (y,v) < δ := by simpa only [Prod.dist_eq,dist_self,Real.dist_eq,max_eq_right (abs_nonneg (u-v))] using hd have hh := hG (y,u) ⟨hy,hu.1,hu.2.trans (hM ⟨y,hy,rfl⟩)⟩ (y,v) ⟨hy,hv.1,hv.2.trans (hM ⟨y,hy,rfl⟩)⟩ hdist rw [Real.dist_eq] at hh linarith only [(le_abs_self (G (y,u)-G (y,v))).trans_lt hh] end PackingSufficiencySupport.Comparison namespace PackingSufficiencySupport.Hamiltonian open scoped ContDiff Topology open Set Function open Comparison open scoped BigOperators open MeasureTheory section variable {P : Type*} [NormedAddCommGroup P] [NormedSpace ℝ P] [FiniteDimensional ℝ P] theorem exists_smooth_positive_shortening {Y : Set P} (hY : IsClosed Y) {L : P → ℝ} (hL : Continuous L) {η δ : ℝ} (hη : 0 < η) (hδ : 0 < δ) (hLY : ∀ y ∈ Y, η ≤ L y) : ∃ l : P → ℝ, ContDiff ℝ ∞ l ∧ (∀ y, 0 < l y) ∧ ∀ y ∈ Y, η/2 < l y ∧ L y-δ < l y ∧ l y < L y := by let S : P → Set ℝ := fun y => {r | 0 < r ∧ (y ∈ Y → η/2 < r ∧ L y-δ < r ∧ r < L y)} have hs (r : ℝ) : IsOpen {y | r ∈ S y} := by by_cases hr : 0 < r · have he : {y | r ∈ S y} = Yᶜ ∪ {y | η/2 < r ∧ L y-δ < r ∧ r < L y} := by ext y; simp [S,hr,or_iff_not_imp_left] rw [he] exact hY.isOpen_compl.union ((isOpen_const).inter ((isOpen_lt (hL.sub continuous_const) continuous_const).inter (isOpen_lt continuous_const hL))) · simp [S,hr] have hc (y : P) (_ : y ∈ (univ : Set P)) : Convex ℝ (S y) := by by_cases hy : y ∈ Y · have he : S y = Ioi 0 ∩ (Ioi (η/2) ∩ (Ioi (L y-δ) ∩ Iio (L y))) := by ext r; simp [S,hy] rw [he] exact (convex_Ioi (0:ℝ)).inter ((convex_Ioi _).inter ((convex_Ioi _).inter (convex_Iio _))) · have he : S y = Ioi 0 := by ext r; simp [S,hy] rw [he] exact convex_Ioi (𝕜 := ℝ) (0:ℝ) have hn (y : P) (_ : y ∈ (univ : Set P)) : (S y).Nonempty := by by_cases hy : y ∈ Y · have hm : max (η/2) (L y-δ) < L y := max_lt (by linarith [hLY y hy]) (by linarith) obtain ⟨r,hr,hrL⟩ := exists_between hm exact ⟨r,by linarith [le_max_left (η/2) (L y-δ)],fun _ => ⟨(le_max_left _ _).trans_lt hr,(le_max_right _ _).trans_lt hr,hrL⟩⟩ · exact ⟨1,by norm_num,fun h => (hy h).elim⟩ obtain ⟨l,hl,hlS⟩ := exists_smooth_convex_selection isClosed_univ S hs hc hn exact ⟨l,hl,fun y => (hlS y (mem_univ _)).1,fun y hy => (hlS y (mem_univ _)).2 hy⟩ theorem exists_shortening_cutoff {K : Set P} (hK : IsCompact K) {L l : P → ℝ} (hL : Continuous L) (hl : Continuous l) {η δ : ℝ} (hKbounds : ∀ y ∈ K, η < L y ∧ η/2 < l y ∧ L y-δ < l y ∧ l y < L y) : ∃ χ : P → ℝ, ContDiff ℝ ∞ χ ∧ HasCompactSupport χ ∧ (∀ y, χ y ∈ Icc 0 1) ∧ (∀ y ∈ K, χ y = 1) ∧ ∀ y ∈ tsupport χ, η < L y ∧ η/2 < l y ∧ L y-δ < l y ∧ l y < L y := by let U := {y | η < L y ∧ η/2 < l y ∧ L y-δ < l y ∧ l y < L y} have hU : IsOpen U := (isOpen_lt continuous_const hL).inter ((isOpen_lt continuous_const hl).inter ((isOpen_lt (hL.sub continuous_const) hl).inter (isOpen_lt hl hL))) obtain ⟨χ,hχ,hχc,hχU,hχ1,hr⟩ := exists_smooth_cutoff hK hU hKbounds refine ⟨χ,hχ,hχc,hr,?_,hχU⟩ intro y hy exact hχ1.self_of_nhdsSet y hy end section variable {P : Type} [NormedAddCommGroup P] [NormedSpace ℝ P] [FiniteDimensional ℝ P] omit [NormedSpace ℝ P] [FiniteDimensional ℝ P] in theorem scaledUnitFamily_convex (F : C(P × ℝ,ℝ)) (l : C(P,ℝ)) (y : P) {L : ℝ} (hl : 0 ≤ l y) (hlL : l y ≤ L) (hF : ConvexOn ℝ (Icc 0 L) (fun v => F (y,v))) : ConvexOn ℝ (Icc 0 1) (fun v => scaledUnitFamily F l (y,v)) := by refine ⟨convex_Icc _ _,?_⟩ intro u hu v hv a b ha hb hab have hmul (w : ℝ) (hw : w ∈ Icc (0:ℝ) 1) : l y*w ∈ Icc (0:ℝ) L := ⟨mul_nonneg hl hw.1,(mul_le_of_le_one_right hl hw.2).trans hlL⟩ have hh := hF.2 (hmul u hu) (hmul v hv) ha hb hab simp only [smul_eq_mul] at hh change F (y,l y*(a*u+b*v)) ≤ a*F (y,l y*u)+b*F (y,l y*v) have hlin : l y*(a*u+b*v) = a*(l y*u)+b*(l y*v) := by ring rw [hlin] exact hh omit [FiniteDimensional ℝ P] in theorem scaled_trace_inner_estimate (F : C(P × ℝ,ℝ)) (l : C(P,ℝ)) (Ψ : HamiltonianDiskIsotopyFamily P (areaRadius 1)) {a χ : P → ℝ} (y : P) (ha : 0 < a y) (hal : (a y)^2 = l y) (hχ : χ y = 1) {ε : ℝ} (hΨ : ∀ x ∈ closedRoundDisk (areaRadius 1), scaledUnitFamily F l (y,radialArea (Ψ.isotopy.map y 1 x)) ≤ unitRearrange (scaledUnitFamily F l) (y,radialArea x)+ε) (x : Plane) (hx : radialArea x ≤ l y) : F (y,radialArea (scaledPlanarTrace Ψ.motion a χ y 1 x)) ≤ intervalMinimum (fiberFunction F y) (l y) (radialArea x)+ε := by have hl : 0 < l y := hal ▸ sq_pos_of_pos ha have hs : radialArea ((a y)⁻¹ • x) = radialArea x/l y := by rw [radialArea_smul,←hal] field_simp have hm : (a y)⁻¹ • x ∈ closedRoundDisk (areaRadius 1) := by rw [mem_closedRoundDisk_areaRadius (by norm_num),hs] exact (div_le_one hl).mpr hx have hh := hΨ _ hm rw [hs,unitRearrange_scaled F l y hl ⟨radialArea_nonneg x,hx⟩] at hh rw [scaledPlanarTrace_time_one Ψ.motion y hχ,radialArea_smul,hal] exact hh theorem exists_scaled_slice_rearrangement {Y : Set P} (hY : IsCompact Y) {L : P → ℝ} (hL : Continuous L) (hcL : ConcaveOn ℝ Y L) (F : C(P × ℝ,ℝ)) (hconv : ∀ y ∈ Y, ConvexOn ℝ (Icc 0 (L y)) (fun v => F (y,v))) {ε : ℝ} (he : 0 < ε) : ∃ (a χ : P → ℝ) (Ψ : HamiltonianDiskIsotopyFamily P (areaRadius 1)), ContDiff ℝ ∞ a ∧ (∀ y, 0 < a y) ∧ ContDiff ℝ ∞ χ ∧ HasCompactSupport χ ∧ (∀ y, χ y ∈ Icc 0 1) ∧ (∀ y ∈ tsupport χ, (a y)^2 < L y) ∧ (∀ y ∈ Y, ∀ t x, radialArea x ≤ L y → radialArea (scaledPlanarTrace Ψ.motion a χ y t x) ≤ L y) ∧ (∀ y ∈ Y, ∀ x, radialArea x ≤ L y → F (y,radialArea (scaledPlanarTrace Ψ.motion a χ y 1 x)) ≤ intervalMinimum (fiberFunction F y) (L y) (radialArea x)+ε) := by obtain ⟨δ,hδ,hm⟩ := exists_uniform_variable_modulus hY hL.continuousOn F (half_pos he) let η := δ/4 have hη : 0 < η := div_pos hδ (by norm_num) let A := {y ∈ Y | η ≤ L y} have hA : IsCompact A := hY.inter_right (isClosed_le continuous_const hL) have hcA : Convex ℝ A := hcL.convex_ge η obtain ⟨l,hl,hlpos,hlA⟩ := exists_smooth_positive_shortening hA.isClosed hL hη (half_pos hδ) (fun y (hy : y ∈ A) => hy.2) let K := {y ∈ Y | 2*η ≤ L y} have hK : IsCompact K := hY.inter_right (isClosed_le continuous_const hL) have hKA : K ⊆ A := fun y hy => ⟨hy.1,by linarith [hy.2]⟩ obtain ⟨χ,hχ,hχc,hχrange,hχone,hχfit⟩ := exists_shortening_cutoff hK hL hl.continuous (η := η) (δ := δ/2) (by intro y hy exact ⟨by linarith [hy.2],hlA y (hKA hy)⟩) let a := fun y => Real.sqrt (l y) have ha : ContDiff ℝ ∞ a := hl.sqrt (fun y => (hlpos y).ne') have hapos (y : P) : 0 < a y := Real.sqrt_pos.mpr (hlpos y) have hal (y : P) : (a y)^2 = l y := Real.sq_sqrt (hlpos y).le let lc : C(P,ℝ) := ⟨l,hl.continuous⟩ obtain ⟨Ψ,hΨ⟩ := exists_hamiltonian_unit_rearrangement hA hcA (scaledUnitFamily F lc) (fun y hy => scaledUnitFamily_convex F lc y (hlpos y).le (hlA y hy).2.2.le (hconv y hy.1)) (half_pos he) have hfit (y : P) (hy : y ∈ tsupport χ) : (a y)^2 < L y := by rw [hal]; exact (hχfit y hy).2.2.2 have hpres (y : P) (t : ℝ) (x : Plane) (hx : radialArea x ≤ L y) : radialArea (scaledPlanarTrace Ψ.motion a χ y t x) ≤ L y := scaled_disk_preserves_slice Ψ y (hapos y).ne' t x hx (fun h => (hfit y (subset_tsupport χ h)).le) refine ⟨a,χ,Ψ,ha,hapos,hχ,hχc,hχrange,hfit,fun y _ => hpres y,?_⟩ intro y hy x hx have hxI : radialArea x ∈ Icc (0:ℝ) (L y) := ⟨radialArea_nonneg x,hx⟩ by_cases hlarge : 2*η ≤ L y · have hyK : y ∈ K := ⟨hy,hlarge⟩ have hyA : y ∈ A := hKA hyK have hm' (s : ℝ) (hs : s ∈ Icc (0:ℝ) (L y)) (t : ℝ) (ht : t ∈ Icc (0:ℝ) (L y)) (hd : |s-t| ≤ L y-l y) : fiberFunction F y s ≤ fiberFunction F y t+ε/2 := (hm y hy s hs t ht (by linarith [(hlA y hyA).2.1])).le rcases le_total (radialArea x) (l y) with hinner | houter · have hj := scaled_trace_inner_estimate F lc Ψ y (hapos y) (hal y) (hχone y hyK) (hΨ y hyA) x hinner dsimp only [lc,ContinuousMap.coe_mk] at hj have hs := intervalMinimum_shortening (fiberFunction F y) (hlpos y).le (hlA y hyA).2.2.le ⟨radialArea_nonneg x,hinner⟩ hm' linarith · rw [scaled_disk_fixed Ψ y (hapos y).ne' 1 x (by rw [hal]; exact houter)] have hs := intervalMinimum_outer_strip (fiberFunction F y) hxI houter hm' change F (y,radialArea x) ≤ _ at hs linarith · have hsmall : L y < 2*η := lt_of_not_ge hlarge have hm' (u : ℝ) (hu : u ∈ Icc (0:ℝ) (L y)) (v : ℝ) (hv : v ∈ Icc (0:ℝ) (L y)) : fiberFunction F y u ≤ fiberFunction F y v+ε/2 := by apply (hm y hy u hu v hv ?_).le rw [abs_lt] dsimp [η] at hsmall constructor <;> linarith [hu.1,hu.2,hv.1,hv.2] have hs := intervalMinimum_small (fiberFunction F y) hxI ⟨radialArea_nonneg _,hpres y 1 x hx⟩ hm' change F (y,radialArea (scaledPlanarTrace Ψ.motion a χ y 1 x)) ≤ _ at hs linarith end section variable {ι : Type*} [Fintype ι] [DecidableEq ι] def trajectoryAngularSpeed (Ψ : PlanarHamiltonianMotion (ι → ℝ)) (y : ι → ℝ) (x : Plane) (i : ι) (t : ℝ) : ℝ := 2*Real.pi*fderiv ℝ Ψ.hamiltonian ((y,t),Ψ.trace y t x) ((Pi.single i 1,0),0) @[fun_prop] theorem trajectoryAngularSpeed_continuous (Ψ : PlanarHamiltonianMotion (ι → ℝ)) (y : ι → ℝ) (x : Plane) (i : ι) : Continuous (trajectoryAngularSpeed Ψ y x i) := by have hmap : Continuous (fun t : ℝ => Ψ.trace y t x) := Ψ.continuous.comp ((continuous_const.prodMk continuous_id).prodMk continuous_const) have hs : ContDiff ℝ ∞ (fun p => fderiv ℝ Ψ.hamiltonian p) := Ψ.smooth.fderiv_right (by simp) exact continuous_const.mul ((hs.continuous.comp ((continuous_const.prodMk continuous_id).prodMk hmap)).clm_apply continuous_const) def trajectoryAngle (Ψ : PlanarHamiltonianMotion (ι → ℝ)) (y : ι → ℝ) (x : Plane) (i : ι) (t : ℝ) : ℝ := ∫ s in (0:ℝ)..t, trajectoryAngularSpeed Ψ y x i s theorem trajectoryAngle_hasDerivAt (Ψ : PlanarHamiltonianMotion (ι → ℝ)) (y : ι → ℝ) (x : Plane) (i : ι) (t : ℝ) : HasDerivAt (trajectoryAngle Ψ y x i) (trajectoryAngularSpeed Ψ y x i t) t := by have hc := trajectoryAngularSpeed_continuous Ψ y x i exact intervalIntegral.integral_hasDerivAt_right (hc.intervalIntegrable _ _) hc.aestronglyMeasurable.stronglyMeasurableAtFilter hc.continuousAt def liftedTrajectory (Ψ : PlanarHamiltonianMotion (ι → ℝ)) (j : ι) (z : PlanePhase ι) (t : ℝ) : PlanePhase ι := fun i => if i=j then Ψ.trace (outerMoments j z) t (z j) else planeRotate (trajectoryAngle Ψ (outerMoments j z) (z j) i t) (z i) @[simp] theorem liftedTrajectory_inner (Ψ : PlanarHamiltonianMotion (ι → ℝ)) (j : ι) (z : PlanePhase ι) (t : ℝ) : liftedTrajectory Ψ j z t j = Ψ.trace (outerMoments j z) t (z j) := by simp [liftedTrajectory] @[simp] theorem liftedTrajectory_moments (Ψ : PlanarHamiltonianMotion (ι → ℝ)) (j : ι) (z : PlanePhase ι) (t : ℝ) : outerMoments j (liftedTrajectory Ψ j z t) = outerMoments j z := by funext i by_cases hij : i=j · subst i; simp · simp [outerMoments,liftedTrajectory,hij] @[simp] theorem liftedTrajectory_zero (Ψ : PlanarHamiltonianMotion (ι → ℝ)) (j : ι) (z : PlanePhase ι) : liftedTrajectory Ψ j z 0 = z := by funext i by_cases hij : i=j · subst i simp [Ψ.zero] · simp [liftedTrajectory,hij,trajectoryAngle] theorem liftedTrajectory_hasDerivAt (Ψ : PlanarHamiltonianMotion (ι → ℝ)) (j : ι) (z : PlanePhase ι) (t : ℝ) : HasDerivAt (liftedTrajectory Ψ j z) (hamiltonianField phaseArea (liftedHamiltonian j Ψ.hamiltonian) (t,liftedTrajectory Ψ j z t)) t := by apply hasDerivAt_pi.mpr intro i rw [liftedHamiltonian_field j Ψ.smooth,liftedTrajectory_moments] by_cases hij : i=j · subst i simp only [ite_true,liftedTrajectory_inner] exact Ψ.flow (outerMoments j z) t (z j) · rw [ite_eq_right hij] have hd := planeRotate_hasDerivAt (trajectoryAngle_hasDerivAt Ψ (outerMoments j z) (z j) i t) (z i) convert! hd using 1 <;> simp only [liftedAngularSpeed,liftArgument, liftedTrajectory_moments,trajectoryAngularSpeed,liftedTrajectory,hij,ite_false,ite_true] theorem liftedTrajectory_continuous (Ψ : PlanarHamiltonianMotion (ι → ℝ)) (j : ι) (z : PlanePhase ι) : Continuous (liftedTrajectory Ψ j z) := continuous_iff_continuousAt.mpr (fun t => (liftedTrajectory_hasDerivAt Ψ j z t).continuousAt) theorem exists_lifted_endpoint (Ψ : PlanarHamiltonianMotion (ι → ℝ)) (j : ι) (T : ℝ) : ∃ Φ : PlanePhase ι ≃ₜ PlanePhase ι, ContDiff ℝ ∞ Φ ∧ ContDiff ℝ ∞ Φ.symm ∧ HasCompactSupport (fun z => Φ z-z) ∧ (∀ z v w, phaseArea (fderiv ℝ Φ z v) (fderiv ℝ Φ z w) = phaseArea v w) ∧ (∀ z, Φ z = liftedTrajectory Ψ j z T) ∧ (∀ z, outerMoments j (Φ z) = outerMoments j z) ∧ (∀ z, Φ z j = Ψ.trace (outerMoments j z) T (z j)) := by obtain ⟨Φ,hΦ,hΦi,_,hΦc,hΦs,hΦeq⟩ := exists_hamiltonian_endpoint phaseArea_isInvertible phaseArea_skew (liftedHamiltonian_smooth j Ψ.smooth) (liftedHamiltonian_compact j Ψ.compact) 0 T have he (z : PlanePhase ι) : Φ z = liftedTrajectory Ψ j z T := by simpa using hΦeq (liftedTrajectory Ψ j z) (liftedTrajectory_continuous Ψ j z) (liftedTrajectory_hasDerivAt Ψ j z) refine ⟨Φ,hΦ,hΦi,hΦc,hΦs,he,?_,?_⟩ · intro z; rw [he]; exact liftedTrajectory_moments Ψ j z T · intro z; rw [he]; exact liftedTrajectory_inner Ψ j z T end section variable {Q E : Type*} [NormedAddCommGroup Q] [NormedSpace ℝ Q] [CompleteSpace Q] [NormedAddCommGroup E] [NormedSpace ℝ E] [CompleteSpace E] theorem homeomorph_family_inverse_smooth (Φ : Q → E ≃ₜ E) (hΦ : ContDiff ℝ ∞ (fun p : Q × E => Φ p.1 p.2)) (hi : ∀ q, ContDiff ℝ ∞ (Φ q).symm) : ContDiff ℝ ∞ (fun p : Q × E => (Φ p.1).symm p.2) := by obtain ⟨U,g,_,hg,hU,_,hright⟩ := parametric_inverse_on (fun p : Q × E => Φ p.1 p.2) hΦ (D := univ) isOpen_univ (fun q _ _ _ _ h => (Φ q).injective h) (fun p _ => homeomorph_fderiv_isInvertible (Φ p.1) ((hΦ.comp (contDiff_const.prodMk contDiff_id)).differentiable (by simp)) ((hi p.1).differentiable (by simp)) p.2) have hUall : U = univ := by rw [hU] apply eq_univ_of_forall intro p exact ⟨(p.1,(Φ p.1).symm p.2),mem_univ _,by simp⟩ have he : g = fun p : Q × E => (Φ p.1).symm p.2 := by funext p apply (Φ p.1).injective rw [Homeomorph.apply_symm_apply] exact (hright p (hUall ▸ mem_univ p)).2 rw [hUall] at hg rw [←he] exact contDiffOn_univ.mp hg end section variable {ι : Type} [Fintype ι] [DecidableEq ι] theorem trajectoryAngularSpeed_joint_smooth (Ψ : PlanarHamiltonianMotion (ι → ℝ)) (hΨ : ContDiff ℝ ∞ (fun p : ((ι → ℝ) × ℝ) × Plane => Ψ.trace p.1.1 p.1.2 p.2)) (i : ι) : ContDiff ℝ ∞ (fun p : ((ι → ℝ) × Plane) × ℝ => trajectoryAngularSpeed Ψ p.1.1 p.1.2 i p.2) := by have hds : ContDiff ℝ ∞ (fun p => fderiv ℝ Ψ.hamiltonian p) := Ψ.smooth.fderiv_right (by simp) unfold trajectoryAngularSpeed exact contDiff_const.mul ((hds.comp ((contDiff_fst.fst.prodMk contDiff_snd).prodMk (hΨ.comp ((contDiff_fst.fst.prodMk contDiff_snd).prodMk contDiff_fst.snd)))).clm_apply contDiff_const) theorem trajectoryAngle_joint_smooth (Ψ : PlanarHamiltonianMotion (ι → ℝ)) (hΨ : ContDiff ℝ ∞ (fun p : ((ι → ℝ) × ℝ) × Plane => Ψ.trace p.1.1 p.1.2 p.2)) (i : ι) : ContDiff ℝ ∞ (fun p : ((ι → ℝ) × Plane) × ℝ => trajectoryAngle Ψ p.1.1 p.1.2 i p.2) := contDiff_parameter_segment_integral (trajectoryAngularSpeed_joint_smooth Ψ hΨ i) 0 theorem liftedTrajectory_joint_smooth (Ψ : PlanarHamiltonianMotion (ι → ℝ)) (hΨ : ContDiff ℝ ∞ (fun p : ((ι → ℝ) × ℝ) × Plane => Ψ.trace p.1.1 p.1.2 p.2)) (j : ι) : ContDiff ℝ ∞ (fun p : ℝ × PlanePhase ι => liftedTrajectory Ψ j p.2 p.1) := by apply contDiff_pi.mpr intro i have hm : ContDiff ℝ ∞ (fun p : ℝ × PlanePhase ι => outerMoments j p.2) := (outerMoments_smooth j).comp contDiff_snd have hx : ContDiff ℝ ∞ (fun p : ℝ × PlanePhase ι => p.2 j) := (contDiff_apply ℝ Plane j).comp contDiff_snd by_cases hij : i=j · subst i simp only [liftedTrajectory,ite_true] convert! hΨ.comp ((hm.prodMk contDiff_fst).prodMk hx) using 1 · simp only [liftedTrajectory,hij,ite_false] have ha : ContDiff ℝ ∞ (fun p : ℝ × PlanePhase ι => trajectoryAngle Ψ (outerMoments j p.2) (p.2 j) i p.1) := by convert! (trajectoryAngle_joint_smooth Ψ hΨ i).comp ((hm.prodMk hx).prodMk contDiff_fst) using 1 have hi : ContDiff ℝ ∞ (fun p : ℝ × PlanePhase ι => p.2 i) := (contDiff_apply ℝ Plane i).comp contDiff_snd convert! planeRotate_smooth.comp (ha.prodMk hi) using 1 theorem exists_lifted_isotopy (Ψ : PlanarHamiltonianMotion (ι → ℝ)) (hΨ : ContDiff ℝ ∞ (fun p : ((ι → ℝ) × ℝ) × Plane => Ψ.trace p.1.1 p.1.2 p.2)) (j : ι) : ∃ Φ : ℝ → PlanePhase ι ≃ₜ PlanePhase ι, ContDiff ℝ ∞ (fun p : ℝ × PlanePhase ι => Φ p.1 p.2) ∧ ContDiff ℝ ∞ (fun p : ℝ × PlanePhase ι => (Φ p.1).symm p.2) ∧ Φ 0 = Homeomorph.refl _ ∧ (∀ t z, z ∉ Prod.snd '' tsupport (liftedHamiltonian j Ψ.hamiltonian) → Φ t z = z) ∧ (∀ t z v w, phaseArea (fderiv ℝ (Φ t) z v) (fderiv ℝ (Φ t) z w) = phaseArea v w) ∧ (∀ t z, Φ t z = liftedTrajectory Ψ j z t) ∧ (∀ t z, outerMoments j (Φ t z) = outerMoments j z) ∧ (∀ t z, Φ t z j = Ψ.trace (outerMoments j z) t (z j)) := by have hex (t : ℝ) := exists_hamiltonian_endpoint phaseArea_isInvertible phaseArea_skew (liftedHamiltonian_smooth j Ψ.smooth) (liftedHamiltonian_compact j Ψ.compact) 0 t choose Φ _ hΦi hfix _ hsp hrec using hex have he (t : ℝ) (z : PlanePhase ι) : Φ t z = liftedTrajectory Ψ j z t := by simpa using hrec t (liftedTrajectory Ψ j z) (liftedTrajectory_continuous Ψ j z) (liftedTrajectory_hasDerivAt Ψ j z) have hs : ContDiff ℝ ∞ (fun p : ℝ × PlanePhase ι => Φ p.1 p.2) := by simpa only [he] using liftedTrajectory_joint_smooth Ψ hΨ j refine ⟨Φ,hs,homeomorph_family_inverse_smooth Φ hs hΦi,?_,hfix,hsp,he,?_,?_⟩ · apply Homeomorph.ext intro z simpa using he 0 z · intro t z; rw [he]; exact liftedTrajectory_moments Ψ j z t · intro t z; rw [he]; exact liftedTrajectory_inner Ψ j z t theorem exists_lifted_isotopy_object (Ψ : PlanarHamiltonianMotion (ι → ℝ)) (hΨ : ContDiff ℝ ∞ (fun p : ((ι → ℝ) × ℝ) × Plane => Ψ.trace p.1.1 p.1.2 p.2)) (j : ι) : ∃ Φ : CompactHamiltonianIsotopy (@phaseArea ι _), Φ.hamiltonian = liftedHamiltonian j Ψ.hamiltonian ∧ (∀ t z, outerMoments j (Φ.map t z) = outerMoments j z) ∧ (∀ t z, Φ.map t z j = Ψ.trace (outerMoments j z) t (z j)) := by obtain ⟨φ,hφ,hφi,hzero,hfix,hsp,he,hm,hj⟩ := exists_lifted_isotopy Ψ hΨ j refine ⟨{ map := φ smooth := hφ inverse_smooth := hφi zero := hzero hamiltonian := liftedHamiltonian j Ψ.hamiltonian hamiltonian_smooth := liftedHamiltonian_smooth j Ψ.smooth compact := liftedHamiltonian_compact j Ψ.compact flow := ?_ symplectic := hsp fixed := hfix },rfl,hm,hj⟩ intro t z simpa only [he] using liftedTrajectory_hasDerivAt Ψ j z t end section variable {E : Type*} [NormedAddCommGroup E] [NormedSpace ℝ E] theorem hamiltonianField_zero_off_support (A : E →L[ℝ] E →L[ℝ] ℝ) (H : ℝ × E → ℝ) {p : ℝ × E} (hp : p ∉ tsupport H) : hamiltonianField A H p = 0 := image_eq_zero_of_notMem_tsupport (fun h => hp (hamiltonianField_support A H h)) theorem exists_hamiltonian_support_collar (A : E →L[ℝ] E →L[ℝ] ℝ) {H : ℝ × E → ℝ} (hH : HasCompactSupport H) {q : E → ℝ} (hq : Continuous q) {c : ℝ} (hbelow : ∀ p ∈ tsupport H, q p.2 < c) : ∃ ρ > 0, ∀ t z, c-q z < ρ → hamiltonianField A H (t,z) = 0 := by rcases (tsupport H).eq_empty_or_nonempty with he | hn · refine ⟨1,zero_lt_one,fun t z _ => hamiltonianField_zero_off_support A H ?_⟩ simp [he] · obtain ⟨p,hp,hmax⟩ := hH.exists_isMaxOn hn (hq.comp continuous_snd).continuousOn refine ⟨c-q p.2,sub_pos.mpr (hbelow p hp),?_⟩ intro t z hz apply hamiltonianField_zero_off_support A H intro hm have hh : q z ≤ q p.2 := hmax hm linarith end variable {ι : Type} [Fintype ι] [DecidableEq ι] def weightedMoment (b : ι → ℝ) (z : PlanePhase ι) : ℝ := ∑ i, b i*radialArea (z i) omit [DecidableEq ι] in @[fun_prop] theorem weightedMoment_smooth (b : ι → ℝ) : ContDiff ℝ ∞ (weightedMoment b) := by unfold weightedMoment fun_prop omit [DecidableEq ι] in theorem weightedMoment_fderiv (b : ι → ℝ) (z v : PlanePhase ι) : fderiv ℝ (weightedMoment b) z v = ∑ i, b i*(2*Real.pi*((z i).1*(v i).1+(z i).2*(v i).2)) := by have hh (i : ι) := ((radialArea_smooth.differentiable (by simp) (z i)).hasFDerivAt.comp z (ContinuousLinearMap.proj i : PlanePhase ι →L[ℝ] Plane).hasFDerivAt).const_mul (b i) have hd := HasFDerivAt.fun_sum (u := Finset.univ) (fun i _ => hh i) change fderiv ℝ (fun z => ∑ i, b i*radialArea (z i)) z v = _ have hd' : HasFDerivAt (fun z : PlanePhase ι => ∑ i, b i*radialArea (z i)) (∑ i, b i • (fderiv ℝ radialArea (z i)).comp (ContinuousLinearMap.proj i)) z := by convert! hd using 1 rw [hd'.fderiv] simp theorem lifted_field_commutes (j : ι) {B : ((ι → ℝ) × ℝ) × Plane → ℝ} (hB : ContDiff ℝ ∞ B) (b : ι → ℝ) (hb : b j=0) (p : ℝ × PlanePhase ι) : fderiv ℝ (weightedMoment b) p.2 (hamiltonianField phaseArea (liftedHamiltonian j B) p) = 0 := by rw [weightedMoment_fderiv] apply Finset.sum_eq_zero intro i _ rw [liftedHamiltonian_field j hB] by_cases hi : i=j · subst i; simp [hb] · simp only [hi,ite_false,Prod.smul_fst,Prod.smul_snd,smul_eq_mul] ring end PackingSufficiencySupport.Hamiltonian namespace PackingSufficiencySupport.MomentPolytope open scoped ContDiff Topology BigOperators open Set Function open Hamiltonian open Comparison variable {m N : ℕ} theorem scaled_lift_support_below (b : Fin N → Moments m) (c : Fin N → ℝ) (j : Fin m) [Nonempty (Active b j)] (Ψ : HamiltonianDiskIsotopyFamily (Moments m) (areaRadius 1)) {a χ : Moments m → ℝ} (ha : Continuous a) (han : ∀ y, a y ≠ 0) (hfit : ∀ y ∈ tsupport χ, (a y)^2 < fullLength b c j y) (ν : Active b j) {p : ℝ × PlanePhase (Fin m)} (hp : p ∈ tsupport (liftedHamiltonian j (scaledPlanarHamiltonian Ψ.motion a χ))) : weightedMoment (b ν) p.2 < c ν := by obtain ⟨σ,hσ,hσ1,hs⟩ := Ψ.exists_support_margin have hp' := scaledPlanarHamiltonian_support Ψ.motion ha han hs (liftedHamiltonian_support_subset j hp) have hfit' := hfit (outerMoments j p.2) hp'.1 have hrad : radialArea (p.2 j) < fullLength b c j (outerMoments j p.2) := hp'.2.trans_lt ((mul_le_of_le_one_left (sq_nonneg _) hσ1.le).trans_lt hfit') have he := hrad.trans_le (length_le b c j ν (baseProjection j (outerMoments j p.2))) have hh := (lt_div_iff₀ ν.property).mp he change radialArea (p.2 j)*b ν j < c ν-∑ i : {i : Fin m // i ≠ j}, b ν i.val*(baseProjection j (outerMoments j p.2)) i at hh rw [weightedMoment,Fintype.sum_eq_add_sum_subtype_ne _ j] have heq : ∑ i : {i : Fin m // i ≠ j}, b ν i.val*(baseProjection j (outerMoments j p.2)) i = ∑ i : {i : Fin m // i ≠ j}, b ν i.val*radialArea (p.2 i) := by apply Finset.sum_congr rfl intro i _ simp [baseProjection,i.property] rw [heq] at hh linarith theorem scaled_lift_face_collars (b : Fin N → Moments m) (c : Fin N → ℝ) (j : Fin m) [Nonempty (Active b j)] (hb : ∀ ν i, 0 ≤ b ν i) (Ψ : HamiltonianDiskIsotopyFamily (Moments m) (areaRadius 1)) {a χ : Moments m → ℝ} (ha : ContDiff ℝ ∞ a) (han : ∀ y, a y ≠ 0) (hχ : ContDiff ℝ ∞ χ) (hχc : HasCompactSupport χ) (hfit : ∀ y ∈ tsupport χ, (a y)^2 < fullLength b c j y) (ν : Fin N) : ∃ ρ > 0, ∀ t z, c ν-weightedMoment (b ν) z < ρ → fderiv ℝ (weightedMoment (b ν)) z (hamiltonianField phaseArea (liftedHamiltonian j (scaledPlanarHamiltonian Ψ.motion a χ)) (t,z)) = 0 := by let H := liftedHamiltonian j (scaledPlanarHamiltonian Ψ.motion a χ) have hB := scaledPlanarHamiltonian_smooth Ψ.motion ha han hχ by_cases hj : 0 < b ν j · have hc : IsCompact (tsupport H) := liftedHamiltonian_compact j (scaledPlanarHamiltonian_compact Ψ.motion ha.continuous han hχc) have hbelow : ∀ p ∈ tsupport H, weightedMoment (b ν) p.2 < c ν := fun p hp => scaled_lift_support_below b c j Ψ ha.continuous han hfit ⟨ν,hj⟩ hp obtain ⟨ρ,hρ,hzero⟩ := exists_hamiltonian_support_collar phaseArea hc (weightedMoment_smooth (b ν)).continuous hbelow refine ⟨ρ,hρ,?_⟩ intro t z hz rw [hzero t z hz,map_zero] · have hj0 : b ν j=0 := le_antisymm (not_lt.mp hj) (hb ν j) exact ⟨1,zero_lt_one,fun t z _ => lifted_field_commutes j hB (b ν) hj0 (t,z)⟩ theorem exists_cartesian_lifted_rearrangement (b : Fin N → Moments m) (c : Fin N → ℝ) (j : Fin m) [Nonempty (Active b j)] (hb : ∀ ν i, 0 ≤ b ν i) (hK : IsCompact (region b c)) (F : C(Moments m,ℝ)) (hF : ConvexOn ℝ (region b c) F) {ε : ℝ} (he : 0 < ε) : ∃ Φ : CompactHamiltonianIsotopy (@phaseArea (Fin m) _), (∀ t z, Φ.map t z ∈ planeRegion b c ↔ z ∈ planeRegion b c) ∧ (∀ z (hz : z ∈ planeRegion b c), F (planeMoments (Φ.map 1 z)) ≤ coordRearrange b c j hb (F.restrict (region b c)) ⟨planeMoments z,hz⟩+ε) ∧ (∀ ν, ∃ ρ > 0, ∀ t z, c ν-weightedMoment (b ν) z < ρ → fderiv ℝ (weightedMoment (b ν)) z (hamiltonianField phaseArea Φ.hamiltonian (t,z)) = 0) := by obtain ⟨a,χ,Ψ,ha,hapos,hχ,hχc,hχrange,hfit,_,hest⟩ := exists_scaled_slice_rearrangement (fullBase_compact b c j hb hK) (continuous_fullLength b c j) (concave_fullLength b c j) (globalSliceFamily F j) (globalSliceFamily_convex b c j hb F hF) he let B := Ψ.motion.scaled a χ ha (fun y => (hapos y).ne') hχ hχc have hBs : ContDiff ℝ ∞ (fun p : (Moments m × ℝ) × Plane => B.trace p.1.1 p.1.2 p.2) := scaledPlanarTrace_smooth Ψ.motion Ψ.isotopy.smooth ha (fun y => (hapos y).ne') hχ obtain ⟨Φ,hH,hm,hj⟩ := exists_lifted_isotopy_object B hBs j have hmem (t : ℝ) (z : PlanePhase (Fin m)) : Φ.map t z ∈ planeRegion b c ↔ z ∈ planeRegion b c := by rw [planeRegion_mem_iff b c j hb,planeRegion_mem_iff b c j hb,hm,hj] apply and_congr_right intro _ exact scaled_disk_slice_iff Ψ (outerMoments j z) (hapos _).ne' t (z j) (fun h => (hfit _ (subset_tsupport χ h)).le) refine ⟨Φ,hmem,?_,?_⟩ · intro z hz have hzy := (planeRegion_mem_iff b c j hb z).mp hz have hh := hest (outerMoments j z) hzy.1 (z j) hzy.2 have hfiber : fiberFunction (globalSliceFamily F j) (outerMoments j z) = fiberFunction (globalSliceFamily F j) (planeMoments z) := by apply ContinuousMap.ext intro h change F (assemble j (baseProjection j (outerMoments j z)) h) = F (assemble j (baseProjection j (planeMoments z)) h) rw [baseProjection_outerMoments] have hlen : fullLength b c j (outerMoments j z) = fullLength b c j (planeMoments z) := by unfold fullLength rw [baseProjection_outerMoments] rw [hfiber,hlen] at hh rw [←globalSliceFamily_at_moments F j (Φ.map 1 z),hm,hj, coordRearrange_eq_intervalMinimum b c j hb F ⟨planeMoments z,hz⟩] exact hh · intro ν rw [hH] exact scaled_lift_face_collars b c j hb Ψ ha (fun y => (hapos y).ne') hχ hχc hfit ν end PackingSufficiencySupport.MomentPolytope namespace PackingSufficiencySupport.Hamiltonian open scoped ContDiff Topology open Set Function variable {E : Type*} [NormedAddCommGroup E] [NormedSpace ℝ E] theorem hamiltonianField_add (A : E →L[ℝ] E →L[ℝ] ℝ) {H G : ℝ × E → ℝ} (hH : ContDiff ℝ ∞ H) (hG : ContDiff ℝ ∞ G) (p : ℝ × E) : hamiltonianField A (H+G) p = hamiltonianField A H p+hamiltonianField A G p := by simp only [hamiltonianField,formMoserField,spatialDifferential] rw [fderiv_add (hH.differentiable (by simp) p) (hG.differentiable (by simp) p)] simp only [ContinuousLinearMap.add_comp,map_add,neg_add] def reparamHamiltonian (H : ℝ × E → ℝ) (a : ℝ → ℝ) (p : ℝ × E) : ℝ := deriv a p.1 * H (a p.1,p.2) theorem reparamHamiltonian_smooth {H : ℝ × E → ℝ} (hH : ContDiff ℝ ∞ H) {a : ℝ → ℝ} (ha : ContDiff ℝ ∞ a) : ContDiff ℝ ∞ (reparamHamiltonian H a) := (((contDiff_infty_iff_deriv.mp ha).2).comp contDiff_fst).mul (hH.comp ((ha.comp contDiff_fst).prodMk contDiff_snd)) omit [NormedSpace ℝ E] in theorem reparamHamiltonian_compact {H : ℝ × E → ℝ} (hH : HasCompactSupport H) (a : ℝ → ℝ) (ha : HasCompactSupport (deriv a)) : HasCompactSupport (reparamHamiltonian H a) := by apply HasCompactSupport.intro (ha.prod (hH.image continuous_snd)) rintro ⟨t,x⟩ hp by_contra hn have ht : deriv a t ≠ 0 := by intro hz; apply hn; simp [reparamHamiltonian,hz] have hx : H (a t,x) ≠ 0 := by intro hz; apply hn; simp [reparamHamiltonian,hz] exact hp ⟨subset_closure ht,⟨(a t,x),subset_closure hx,rfl⟩⟩ theorem hamiltonianField_reparam (A : E →L[ℝ] E →L[ℝ] ℝ) {H : ℝ × E → ℝ} (hH : ContDiff ℝ ∞ H) {a : ℝ → ℝ} (ha : ContDiff ℝ ∞ a) (t : ℝ) (x : E) : hamiltonianField A (reparamHamiltonian H a) (t,x) = deriv a t • hamiltonianField A H (a t,x) := by have hda := (ha.differentiable (by simp) t).hasFDerivAt.comp (t,x) (hasFDerivAt_fst (𝕜 := ℝ) (p := (t,x))) have hdd := (((contDiff_infty_iff_deriv.mp ha).2).differentiable (by simp) t).hasFDerivAt.comp (t,x) (hasFDerivAt_fst (𝕜 := ℝ) (p := (t,x))) have hi := hda.prodMk (hasFDerivAt_snd (𝕜 := ℝ) (p := (t,x))) have hd := hdd.mul ((hH.differentiable (by simp) (a t,x)).hasFDerivAt.comp (t,x) hi) change HasFDerivAt (fun p : ℝ × E => deriv a p.1 * H (a p.1,p.2)) _ (t,x) at hd have he : spatialDifferential (reparamHamiltonian H a) (t,x) = deriv a t • spatialDifferential H (a t,x) := by ext v unfold spatialDifferential reparamHamiltonian rw [hd.fderiv] simp simp only [hamiltonianField,formMoserField,he,map_smul,smul_neg] variable [CompleteSpace E] [FiniteDimensional ℝ E] theorem hamiltonian_trajectory_fixed {A : E →L[ℝ] E →L[ℝ] ℝ} (hA : A.IsInvertible) (hskew : ∀ v w, A v w = -A w v) {H : ℝ × E → ℝ} (hH : ContDiff ℝ ∞ H) (hHc : HasCompactSupport H) {u : ℝ → E} (hu : Continuous u) (hud : ∀ s, HasDerivAt u (hamiltonianField A H (s,u s)) s) (hx : u 0 ∉ Prod.snd '' tsupport H) (t : ℝ) : u t = u 0 := by obtain ⟨Φ,_,_,hfix,_,_,hrec⟩ := exists_hamiltonian_endpoint hA hskew hH hHc 0 t have he := hrec u hu hud rw [zero_add,hfix _ hx] at he exact he.symm end PackingSufficiencySupport.Hamiltonian end end OAI