import Mathlib import OAI.Geometry.BallPacking.Moser.RelativeForms namespace OAI noncomputable section open scoped ContDiff Topology NNReal open scoped ContDiff Topology open Set Metric open scoped ContDiff Topology open Set Metric namespace PackingSufficiencySupport.Hamiltonian variable {E : Type*} [NormedAddCommGroup E] [NormedSpace ℝ E] [CompleteSpace E] def stepHomeomorph {L : ℝ≥0} (X : C(E,E)) (hX : LipschitzWith L X) [FiniteDimensional ℝ E] (hXs : ContDiff ℝ ∞ X) {h : ℝ} (hh : ‖h‖ * L < 1) : E ≃ₜ E where toFun := stepEndpoint X hX h invFun := stepEndpoint X hX (-h) left_inv := stepEndpoint_neg_leftInverse X hX hh right_inv := by have hh' : ‖-h‖ * L < 1 := by simpa using hh intro x simpa using stepEndpoint_neg_leftInverse X hX hh' x continuous_toFun := (stepEndpoint_smooth X hX hXs hh).continuous continuous_invFun := (stepEndpoint_smooth X hX hXs (h := -h) (by simpa using hh)).continuous theorem fixedStep_of_zero {L : ℝ≥0} (X : C(E,E)) (hX : LipschitzWith L X) {h : ℝ} (hh : ‖h‖ * L < 1) {x : E} (hx : X x = 0) : fixedStep X hX h x = constantPath x := by apply (picard_contracts X hX (p := (x,h)) hh).fixedPoint_unique' (localPath_fixed X hX (p := (x,h)) hh) change constantPath x + h • pathIntegral (X.comp (constantPath x)) = constantPath x have hz : X.comp (constantPath x) = 0 := by ext t; exact hx rw [hz, map_zero, smul_zero, add_zero] theorem stepEndpoint_of_zero {L : ℝ≥0} (X : C(E,E)) (hX : LipschitzWith L X) {h : ℝ} (hh : ‖h‖ * L < 1) {x : E} (hx : X x = 0) : stepEndpoint X hX h x = x := by simp only [stepEndpoint, fixedStep_of_zero X hX hh hx, constantPath_apply] theorem stepEndpoint_hasCompactSupport {L : ℝ≥0} (X : C(E,E)) (hX : LipschitzWith L X) (hXc : HasCompactSupport X) {h : ℝ} (hh : ‖h‖ * L < 1) : HasCompactSupport (fun x => stepEndpoint X hX h x - x) := by apply hXc.mono intro x hx contrapose! hx simp only [Function.mem_support, not_not] at hx ⊢ exact sub_eq_zero.mpr (stepEndpoint_of_zero X hX hh hx) def clockField (X : C(ℝ × E,E)) : C(ℝ × E,ℝ × E) := ⟨fun p => (1,X p), continuous_const.prodMk X.continuous⟩ omit [NormedSpace ℝ E] [CompleteSpace E] in @[simp] theorem clockField_apply (X : C(ℝ × E,E)) (p : ℝ × E) : clockField X p = (1,X p) := rfl omit [NormedSpace ℝ E] [CompleteSpace E] in theorem clockField_lipschitz {L : ℝ≥0} (X : C(ℝ × E,E)) (hX : LipschitzWith L X) : LipschitzWith L (clockField X) := by apply LipschitzWith.of_dist_le_mul intro p q simpa only [clockField_apply, Prod.dist_eq, dist_self, max_eq_right dist_nonneg] using hX.dist_le_mul p q omit [CompleteSpace E] in theorem clockField_smooth (X : C(ℝ × E,E)) (hX : ContDiff ℝ ∞ X) : ContDiff ℝ ∞ (clockField X) := contDiff_const.prodMk hX theorem fixedStep_clock {L : ℝ≥0} (X : C(ℝ × E,E)) (hX : LipschitzWith L X) {h : ℝ} (hh : ‖h‖ * L < 1) (p : ℝ × E) (s : Time) : (fixedStep (clockField X) (clockField_lipschitz X hX) h p s).1 = p.1 + h * (s : ℝ) := by let u := fixedStep (clockField X) (clockField_lipschitz X hX) h p have he := congrArg (fun v : C(Time,ℝ × E) => (v s).1) (fixedStep_equation (clockField X) (clockField_lipschitz X hX) hh p) have hi := (ContinuousLinearMap.fst ℝ ℝ E).intervalIntegral_comp_comm (μ := MeasureTheory.volume) ((extendPath ((clockField X).comp u)).continuous.intervalIntegrable 0 (s:ℝ)) have hc : (fun t : ℝ => (extendPath ((clockField X).comp u) t).1) = fun _ => (1:ℝ) := by funext t rfl change (∫ t in 0..(s:ℝ), (extendPath ((clockField X).comp u) t).1) = (∫ t in 0..(s:ℝ), extendPath ((clockField X).comp u) t).1 at hi rw [hc] at hi change (u s).1 = p.1 + h * (∫ t in 0..(s:ℝ), extendPath ((clockField X).comp u) t).1 at he rw [← hi] at he simpa using he @[simp] theorem stepEndpoint_clock {L : ℝ≥0} (X : C(ℝ × E,E)) (hX : LipschitzWith L X) {h : ℝ} (hh : ‖h‖ * L < 1) (p : ℝ × E) : (stepEndpoint (clockField X) (clockField_lipschitz X hX) h p).1 = p.1 + h := by simpa only [stepEndpoint,mul_one] using fixedStep_clock X hX hh p ⟨1,by simp⟩ def timeStep {L : ℝ≥0} (X : C(ℝ × E,E)) (hX : LipschitzWith L X) (h t : ℝ) (x : E) : E := (stepEndpoint (clockField X) (clockField_lipschitz X hX) h (t,x)).2 theorem timeStep_smooth [FiniteDimensional ℝ E] {L : ℝ≥0} (X : C(ℝ × E,E)) (hX : LipschitzWith L X) (hXs : ContDiff ℝ ∞ X) {h : ℝ} (hh : ‖h‖ * L < 1) (t : ℝ) : ContDiff ℝ ∞ (timeStep X hX h t) := ((stepEndpoint_smooth (clockField X) (clockField_lipschitz X hX) (clockField_smooth X hXs) hh).comp (contDiff_const.prodMk contDiff_id)).snd theorem timeStep_inverse {L : ℝ≥0} (X : C(ℝ × E,E)) (hX : LipschitzWith L X) {h : ℝ} (hh : ‖h‖ * L < 1) (t : ℝ) : Function.LeftInverse (timeStep X hX (-h) (t+h)) (timeStep X hX h t) := by intro x have he := congrArg Prod.snd (stepEndpoint_neg_leftInverse (clockField X) (clockField_lipschitz X hX) hh (t,x)) have hp : stepEndpoint (clockField X) (clockField_lipschitz X hX) h (t,x) = (t+h,timeStep X hX h t x) := by apply Prod.ext · exact stepEndpoint_clock X hX hh (t,x) · rfl rw [hp] at he exact he def timeStepHomeomorph [FiniteDimensional ℝ E] {L : ℝ≥0} (X : C(ℝ × E,E)) (hX : LipschitzWith L X) (hXs : ContDiff ℝ ∞ X) {h : ℝ} (hh : ‖h‖ * L < 1) (t : ℝ) : E ≃ₜ E where toFun := timeStep X hX h t invFun := timeStep X hX (-h) (t+h) left_inv := timeStep_inverse X hX hh t right_inv := by intro x simpa only [neg_neg, add_neg_cancel_right] using timeStep_inverse X hX (h := -h) (by simpa using hh) (t+h) x continuous_toFun := (timeStep_smooth X hX hXs hh t).continuous continuous_invFun := (timeStep_smooth X hX hXs (h := -h) (by simpa using hh) (t+h)).continuous end PackingSufficiencySupport.Hamiltonian namespace PackingSufficiencySupport.Hamiltonian variable {E : Type*} [NormedAddCommGroup E] [NormedSpace ℝ E] [CompleteSpace E] [FiniteDimensional ℝ E] theorem fixedStep_variation_clock {L : ℝ≥0} (X : C(ℝ × E,E)) (hX : LipschitzWith L X) (hXs : ContDiff ℝ ∞ X) {h : ℝ} (hh : ‖h‖ * L < 1) (p : ℝ × E) (v : E) (s : Time) : ((fderiv ℝ (fixedStep (clockField X) (clockField_lipschitz X hX) h) p (0,v)) s).1 = 0 := by let u := fixedStep (clockField X) (clockField_lipschitz X hX) h have hu := ((fixedStep_smooth (clockField X) (clockField_lipschitz X hX) (clockField_smooth X hXs) hh).differentiable (by simp) p).hasFDerivAt have hd := (ContinuousLinearMap.fst ℝ ℝ E).hasFDerivAt.comp p ((ContinuousMap.evalCLM (M := ℝ × E) ℝ s).hasFDerivAt.comp p hu) have he : (fun q => (u q s).1) = fun q : ℝ × E => q.1 + h * (s:ℝ) := by funext q exact fixedStep_clock X hX hh q s change HasFDerivAt (fun q => (u q s).1) _ p at hd rw [he] at hd have hd' := (ContinuousLinearMap.fst ℝ ℝ E).hasFDerivAt.add_const (h * (s:ℝ)) (x := p) have huniq := congrArg (fun A : (ℝ × E) →L[ℝ] ℝ => A (0,v)) (hd.unique hd') exact huniq theorem timeStep_fderiv {L : ℝ≥0} (X : C(ℝ × E,E)) (hX : LipschitzWith L X) (hXs : ContDiff ℝ ∞ X) {h : ℝ} (hh : ‖h‖ * L < 1) (t : ℝ) (x v : E) : fderiv ℝ (timeStep X hX h t) x v = (fderiv ℝ (stepEndpoint (clockField X) (clockField_lipschitz X hX) h) (t,x) (0,v)).2 := by have hs := ((stepEndpoint_smooth (clockField X) (clockField_lipschitz X hX) (clockField_smooth X hXs) hh).differentiable (by simp) (t,x)).hasFDerivAt have hp : HasFDerivAt (fun x : E => (t,x)) (ContinuousLinearMap.inr ℝ ℝ E) x := (hasFDerivAt_const t x).prodMk (hasFDerivAt_id x) have hd := (ContinuousLinearMap.snd ℝ ℝ E).hasFDerivAt.comp x (hs.comp x hp) exact congrArg (fun A : E →L[ℝ] E => A v) hd.fderiv omit [CompleteSpace E] [FiniteDimensional ℝ E] in theorem clockField_fderiv {X : C(ℝ × E,E)} (hXs : ContDiff ℝ ∞ X) (p v : ℝ × E) : fderiv ℝ (clockField X) p v = (0, fderiv ℝ X p v) := by have hd := (hasFDerivAt_const (1:ℝ) p).prodMk ((hXs.differentiable (by simp) p).hasFDerivAt) exact congrArg (fun A : (ℝ × E) →L[ℝ] (ℝ × E) => A v) hd.fderiv theorem timeStep_preserves_density {L : ℝ≥0} (X : C(ℝ × E,E)) (hX : LipschitzWith L X) (hXs : ContDiff ℝ ∞ X) (ρ : ℝ × E → ℝ) (hρ : ContDiff ℝ ∞ ρ) (B : E →L[ℝ] E →L[ℝ] ℝ) (hPDE : ∀ p v w, fderiv ℝ ρ p (1,X p) * B v w + ρ p * (B (fderiv ℝ X p (0,v)) w + B v (fderiv ℝ X p (0,w))) = 0) {h : ℝ} (hh : ‖h‖ * L < 1) (t : ℝ) (x v w : E) : ρ (t+h,timeStep X hX h t x) * B (fderiv ℝ (timeStep X hX h t) x v) (fderiv ℝ (timeStep X hX h t) x w) = ρ (t,x) * B v w := by let Y := clockField X let hY := clockField_lipschitz X hX let u := fixedStep Y hY h (t,x) let A := fderiv ℝ (fixedStep Y hY h) (t,x) let D : C(Time,(ℝ × E) →L[ℝ] (ℝ × E)) := ⟨fun s => fderiv ℝ Y (u s), ((clockField_smooth X hXs).continuous_fderiv (by simp)).comp u.continuous⟩ have hA (z : ℝ × E) : A z = constantPath z + h • pathIntegral (pathLinear D (A z)) := congrArg (fun T : (ℝ × E) →L[ℝ] C(Time,ℝ × E) => T z) (fixedStep_variation Y hY (clockField_smooth X hXs) hh (t,x)) have hA0 (z : ℝ × E) : extendPath (A z) 0 = z := by have he := congrArg (fun V : C(Time,ℝ × E) => V ⟨0,by simp⟩) (hA z) exact (extendPath_coe (A z) ⟨0,by simp⟩).trans (by simpa using he) let V : E → ℝ → E := fun z s => (extendPath (A (0,z)) s).2 have hhor (z : E) (s : ℝ) (hs : s ∈ Icc (0:ℝ) 1) : extendPath (A (0,z)) s = (0,V z s) := by apply Prod.ext · rw [show extendPath (A (0,z)) s = A (0,z) ⟨s,hs⟩ from extendPath_coe _ ⟨s,hs⟩] exact fixedStep_variation_clock X hX hXs hh (t,x) z ⟨s,hs⟩ · rfl have hVd (z : E) (s : ℝ) (hs : s ∈ Icc (0:ℝ) 1) : HasDerivWithinAt (V z) (h • fderiv ℝ X (extendPath u s) (0,V z s)) (Icc (0:ℝ) 1) s := by have hd := (path_equation_derivative _ _ (0,z) h (hA (0,z)) hs).snd change HasDerivWithinAt (V z) (h • (fderiv ℝ Y (extendPath u s) (extendPath (A (0,z)) s)).2) _ s at hd rw [hhor z s hs,clockField_fderiv hXs] at hd exact hd let F : ℝ → ℝ := fun s => ρ (extendPath u s) * B (V v s) (V w s) have hFc : Continuous F := (hρ.continuous.comp (extendPath u).continuous).mul ((B.continuous.comp (extendPath (A (0,v))).continuous.snd).clm_apply (extendPath (A (0,w))).continuous.snd) have hFd (s : ℝ) (hs : s ∈ Ioo (0:ℝ) 1) : HasDerivAt F 0 s := by have hs' : s ∈ Icc (0:ℝ) 1 := ⟨hs.1.le,hs.2.le⟩ have hUd := fixedStep_derivative Y hY hh (t,x) hs' have hρd := ((hρ.differentiable (by simp) (extendPath u s)).hasFDerivAt).comp_hasDerivWithinAt s hUd have hBd := ContinuousLinearMap.hasDerivWithinAt_of_bilinear (B := B) (hVd v s hs') (hVd w s hs') have hd := hρd.mul hBd have hz : fderiv ℝ ρ (extendPath u s) (h • Y (extendPath u s)) * B (V v s) (V w s) + ρ (extendPath u s) * (B (V v s) (h • fderiv ℝ X (extendPath u s) (0,V w s)) + B (h • fderiv ℝ X (extendPath u s) (0,V v s)) (V w s)) = 0 := by simp only [map_smul,smul_apply, smul_eq_mul] have he := hPDE (extendPath u s) (V v s) (V w s) change fderiv ℝ ρ (extendPath u s) (Y (extendPath u s)) * B (V v s) (V w s) + ρ (extendPath u s) * _ = 0 at he linear_combination h * he have hd0 : HasDerivWithinAt F 0 (Icc (0:ℝ) 1) s := hd.congr_deriv hz exact hd0.hasDerivAt (Icc_mem_nhds hs.1 hs.2) have hi := intervalIntegral.integral_eq_sub_of_hasDerivAt_of_le (by norm_num : (0:ℝ) ≤ 1) hFc.continuousOn hFd (intervalIntegrable_const (c := (0:ℝ))) have hend : F 1 = F 0 := sub_eq_zero.mp (by simpa using hi.symm) have hzero : F 0 = ρ (t,x) * B v w := by change ρ (extendPath u 0) * B (extendPath (A (0,v)) 0).2 (extendPath (A (0,w)) 0).2 = _ rw [hA0,hA0,show extendPath u 0 = (t,x) from (extendPath_coe u ⟨0,by simp⟩).trans (fixedStep_initial Y hY hh (t,x))] have hfinal : extendPath u 1 = (t+h,timeStep X hX h t x) := by rw [show extendPath u 1 = u ⟨1,by simp⟩ from extendPath_coe u ⟨1,by simp⟩] exact Prod.ext (stepEndpoint_clock X hX hh (t,x)) rfl have hfinalV (z : E) : V z 1 = fderiv ℝ (timeStep X hX h t) x z := by rw [timeStep_fderiv X hX hXs hh, stepEndpoint_fderiv Y hY (clockField_smooth X hXs) hh] exact congrArg Prod.snd (extendPath_coe (A (0,z)) ⟨1,by simp⟩) have hone : F 1 = ρ (t+h,timeStep X hX h t x) * B (fderiv ℝ (timeStep X hX h t) x v) (fderiv ℝ (timeStep X hX h t) x w) := by change ρ (extendPath u 1) * B (V v 1) (V w 1) = _ rw [hfinal,hfinalV,hfinalV] exact hone.symm.trans (hend.trans hzero) end PackingSufficiencySupport.Hamiltonian namespace PackingSufficiencySupport.Hamiltonian variable {E : Type*} [NormedAddCommGroup E] [NormedSpace ℝ E] [CompleteSpace E] theorem timeStep_of_stationary {L : ℝ≥0} (X : C(ℝ × E,E)) (hX : LipschitzWith L X) {h : ℝ} (hh : ‖h‖ * L < 1) (t : ℝ) {x : E} (hx : ∀ s, X (s,x) = 0) : timeStep X hX h t x = x := by let q : C(Time,ℝ × E) := constantPath (t,x) + h • pathIntegral (constantPath (1,0)) have hq (s : Time) : q s = (t+h*(s:ℝ),x) := by change (t,x) + h • (∫ a in (0:ℝ)..(s:ℝ), extendPath (constantPath (1,0)) a) = _ have he : (fun a : ℝ => extendPath (constantPath ((1:ℝ),(0:E))) a) = fun _ => ((1:ℝ),(0:E)) := rfl rw [he,intervalIntegral.integral_const] simp have hy : (clockField X).comp q = constantPath (1,0) := by apply ContinuousMap.ext intro s change clockField X (q s) = (1,0) rw [hq,clockField_apply,hx] have hu : fixedStep (clockField X) (clockField_lipschitz X hX) h (t,x) = q := by apply (picard_contracts (clockField X) (clockField_lipschitz X hX) (p := ((t,x),h)) hh).fixedPoint_unique' (localPath_fixed (clockField X) (clockField_lipschitz X hX) (p := ((t,x),h)) hh) change constantPath (t,x) + h • pathIntegral ((clockField X).comp q) = q rw [hy] change (fixedStep (clockField X) (clockField_lipschitz X hX) h (t,x) ⟨1,by simp⟩).2 = x rw [hu,hq] end PackingSufficiencySupport.Hamiltonian namespace PackingSufficiencySupport.Hamiltonian variable {E : Type*} [NormedAddCommGroup E] [NormedSpace ℝ E] [CompleteSpace E] [FiniteDimensional ℝ E] def timeSteps {L : ℝ≥0} (X : C(ℝ × E,E)) (hX : LipschitzWith L X) (hXs : ContDiff ℝ ∞ X) {h : ℝ} (hh : ‖h‖ * L < 1) (t : ℝ) : ℕ → E ≃ₜ E | 0 => Homeomorph.refl E | N+1 => (timeSteps X hX hXs hh t N).trans (timeStepHomeomorph X hX hXs hh (t+N*h)) theorem timeSteps_smooth {L : ℝ≥0} (X : C(ℝ × E,E)) (hX : LipschitzWith L X) (hXs : ContDiff ℝ ∞ X) {h : ℝ} (hh : ‖h‖ * L < 1) (t : ℝ) (N : ℕ) : ContDiff ℝ ∞ (timeSteps X hX hXs hh t N) ∧ ContDiff ℝ ∞ (timeSteps X hX hXs hh t N).symm := by induction N with | zero => exact ⟨contDiff_id,contDiff_id⟩ | succ N ih => constructor · exact (timeStep_smooth X hX hXs hh (t+N*h)).comp ih.1 · exact ih.2.comp (timeStep_smooth X hX hXs (h := -h) (by simpa using hh) ((t+N*h)+h)) theorem timeSteps_of_stationary {L : ℝ≥0} (X : C(ℝ × E,E)) (hX : LipschitzWith L X) (hXs : ContDiff ℝ ∞ X) {h : ℝ} (hh : ‖h‖ * L < 1) (t : ℝ) (N : ℕ) {x : E} (hx : ∀ s, X (s,x) = 0) : timeSteps X hX hXs hh t N x = x := by induction N with | zero => rfl | succ N ih => change timeStep X hX h (t+N*h) (timeSteps X hX hXs hh t N x) = x rw [ih,timeStep_of_stationary X hX hh _ hx] theorem timeSteps_preserves_density {L : ℝ≥0} (X : C(ℝ × E,E)) (hX : LipschitzWith L X) (hXs : ContDiff ℝ ∞ X) (ρ : ℝ × E → ℝ) (hρ : ContDiff ℝ ∞ ρ) (B : E →L[ℝ] E →L[ℝ] ℝ) (hPDE : ∀ p v w, fderiv ℝ ρ p (1,X p) * B v w + ρ p * (B (fderiv ℝ X p (0,v)) w + B v (fderiv ℝ X p (0,w))) = 0) {h : ℝ} (hh : ‖h‖ * L < 1) (t : ℝ) (N : ℕ) (x v w : E) : ρ (t+N*h,timeSteps X hX hXs hh t N x) * B (fderiv ℝ (timeSteps X hX hXs hh t N) x v) (fderiv ℝ (timeSteps X hX hXs hh t N) x w) = ρ (t,x) * B v w := by induction N with | zero => simp [timeSteps] | succ N ih => let F := timeSteps X hX hXs hh t N let G := timeStep X hX h (t+N*h) have hF : Differentiable ℝ F := (timeSteps_smooth X hX hXs hh t N).1.differentiable (by simp) have hG : Differentiable ℝ G := (timeStep_smooth X hX hXs hh (t+N*h)).differentiable (by simp) change ρ (t+(N+1:ℕ)*h,G (F x)) * B (fderiv ℝ (G ∘ F) x v) (fderiv ℝ (G ∘ F) x w) = _ rw [fderiv_comp x (hG (F x)) (hF x)] have ht : t + (N+1:ℕ)*h = (t+N*h)+h := by push_cast; ring rw [ht] exact (timeStep_preserves_density X hX hXs ρ hρ B hPDE hh (t+N*h) (F x) (fderiv ℝ F x v) (fderiv ℝ F x w)).trans ih theorem exists_density_transport {L : ℝ≥0} (X : C(ℝ × E,E)) (hX : LipschitzWith L X) (hXs : ContDiff ℝ ∞ X) (ρ : ℝ × E → ℝ) (hρ : ContDiff ℝ ∞ ρ) (B : E →L[ℝ] E →L[ℝ] ℝ) (hPDE : ∀ p v w, fderiv ℝ ρ p (1,X p) * B v w + ρ p * (B (fderiv ℝ X p (0,v)) w + B v (fderiv ℝ X p (0,w))) = 0) (K : Set E) (hK : IsCompact K) (hXspt : ∀ s x, x ∉ K → X (s,x) = 0) (t T : ℝ) : ∃ Φ : E ≃ₜ E, ContDiff ℝ ∞ Φ ∧ ContDiff ℝ ∞ Φ.symm ∧ (∀ x, x ∉ K → Φ x = x) ∧ HasCompactSupport (fun x => Φ x - x) ∧ (∀ x v w, ρ (t+T,Φ x) * B (fderiv ℝ Φ x v) (fderiv ℝ Φ x w) = ρ (t,x) * B v w) := by obtain ⟨N,hN⟩ := exists_nat_gt (‖T‖ * L) have hN0 : (0:ℝ) < N := (mul_nonneg (norm_nonneg _) L.coe_nonneg).trans_lt hN let h := T / N have hh : ‖h‖ * L < 1 := by change ‖T / (N:ℝ)‖ * L < 1 rw [norm_div,Real.norm_of_nonneg hN0.le, div_mul_eq_mul_div] exact (div_lt_one hN0).mpr hN have he : (N:ℝ) * h = T := by dsimp [h]; field_simp let Φ := timeSteps X hX hXs hh t N have hfix (x : E) (hx : x ∉ K) : Φ x = x := timeSteps_of_stationary X hX hXs hh t N (fun s => hXspt s x hx) refine ⟨Φ,(timeSteps_smooth X hX hXs hh t N).1, (timeSteps_smooth X hX hXs hh t N).2,hfix,?_,?_⟩ · exact HasCompactSupport.intro hK (fun x hx => sub_eq_zero.mpr (hfix x hx)) · intro x v w simpa only [he] using timeSteps_preserves_density X hX hXs ρ hρ B hPDE hh t N x v w end PackingSufficiencySupport.Hamiltonian namespace PackingSufficiencySupport.Hamiltonian def segmentLinear : (ℝ × ℝ) →L[ℝ] C(Time,ℝ × ℝ) := LinearMap.mkContinuous { toFun := fun p => ⟨fun s => ((s : ℝ) * p.1,p.2), (continuous_subtype_val.mul continuous_const).prodMk continuous_const⟩ map_add' := by intros; ext s <;> simp [mul_add] map_smul' := by intros; ext s <;> simp [mul_left_comm] } 1 (by intro p rw [one_mul] apply (ContinuousMap.norm_le _ (norm_nonneg p)).mpr intro s change ‖((s:ℝ)*p.1,p.2)‖ ≤ ‖p‖ simp only [Prod.norm_def, norm_mul, Real.norm_eq_abs, abs_of_nonneg s.property.1] apply max_le · exact (mul_le_of_le_one_left (abs_nonneg p.1) (by simpa only [abs_of_nonneg s.property.1] using s.property.2)).trans (le_max_left _ _) · exact le_max_right _ _) def segmentPath (a : ℝ) (p : ℝ × ℝ) : C(Time,ℝ × ℝ) := constantPath (a,0) + segmentLinear (p - (a,0)) @[simp] theorem segmentPath_apply (a : ℝ) (p : ℝ × ℝ) (s : Time) : segmentPath a p s = (a + (s : ℝ) * (p.1-a),p.2) := by change (a + (s:ℝ)*(p.1-a),0+(p.2-0)) = _ simp theorem segmentPath_smooth (a : ℝ) : ContDiff ℝ ∞ (segmentPath a) := contDiff_const.add (segmentLinear.contDiff.comp (contDiff_id.sub contDiff_const)) def pathAverage : C(Time,ℝ) →L[ℝ] ℝ := (ContinuousMap.evalCLM ℝ (⟨1,by simp⟩ : Time)).comp pathIntegral theorem segment_integral_eq (f : ℝ × ℝ → ℝ) (hf : Continuous f) (a : ℝ) (p : ℝ × ℝ) : (∫ x in a..p.1, f (x,p.2)) = (p.1-a) * pathAverage ((⟨f,hf⟩ : C(ℝ × ℝ,ℝ)).comp (segmentPath a p)) := by let u := (⟨f,hf⟩ : C(ℝ × ℝ,ℝ)).comp (segmentPath a p) have he : (∫ s in (0:ℝ)..1, extendPath u s) = ∫ s in (0:ℝ)..1, f (a+s*(p.1-a),p.2) := by apply intervalIntegral.integral_congr intro s hs rw [uIcc_of_le (by norm_num : (0:ℝ) ≤ 1)] at hs change extendPath u s = f (a+s*(p.1-a),p.2) rw [show extendPath u s = u ⟨s,hs⟩ from extendPath_coe u ⟨s,hs⟩] change f (segmentPath a p ⟨s,hs⟩) = _ rw [segmentPath_apply] change _ = (p.1-a) * (∫ s in (0:ℝ)..1, extendPath u s) rw [he] have hi := intervalIntegral.smul_integral_comp_add_mul (fun x => f (x,p.2)) (a := (0:ℝ)) (b := 1) (p.1-a) a simpa only [smul_eq_mul, mul_zero, mul_one, add_zero, add_sub_cancel, mul_comm] using hi.symm theorem contDiff_segment_integral {f : ℝ × ℝ → ℝ} (hf : ContDiff ℝ ∞ f) (a : ℝ) : ContDiff ℝ ∞ (fun p : ℝ × ℝ => ∫ x in a..p.1, f (x,p.2)) := by have he : (fun p : ℝ × ℝ => ∫ x in a..p.1, f (x,p.2)) = fun p => (p.1-a) * pathAverage ((⟨f,hf.continuous⟩ : C(ℝ × ℝ,ℝ)).comp (segmentPath a p)) := by funext p exact segment_integral_eq f hf.continuous a p rw [he] exact (contDiff_fst.sub contDiff_const).mul (pathAverage.contDiff.comp ((postcomp_contDiff hf).comp (segmentPath_smooth a))) def planarMarginal (A : ℝ) (f : ℝ × ℝ → ℝ) (t : ℝ) : ℝ := ∫ x in -A..A, f (x,t) def planarPrimitiveX (A : ℝ) (f : ℝ × ℝ → ℝ) (ρ : ℝ → ℝ) (p : ℝ × ℝ) : ℝ := -ρ p.1 * ∫ t in -A..p.2, planarMarginal A f t def planarPrimitiveY (A : ℝ) (f : ℝ × ℝ → ℝ) (ρ : ℝ → ℝ) (p : ℝ × ℝ) : ℝ := ∫ x in -A..p.1, f (x,p.2) - ρ x * planarMarginal A f p.2 theorem planarMarginal_smooth {f : ℝ × ℝ → ℝ} (hf : ContDiff ℝ ∞ f) (A : ℝ) : ContDiff ℝ ∞ (planarMarginal A f) := (contDiff_segment_integral hf (-A)).comp (contDiff_const.prodMk contDiff_id) theorem planarPrimitive_smooth {f : ℝ × ℝ → ℝ} (hf : ContDiff ℝ ∞ f) {ρ : ℝ → ℝ} (hρ : ContDiff ℝ ∞ ρ) (A : ℝ) : ContDiff ℝ ∞ (planarPrimitiveX A f ρ) ∧ ContDiff ℝ ∞ (planarPrimitiveY A f ρ) := by have hg := planarMarginal_smooth hf A have hG : ContDiff ℝ ∞ (fun p : ℝ × ℝ => ∫ t in -A..p.2, planarMarginal A f t) := by exact (contDiff_segment_integral (hg.comp contDiff_fst) (-A)).comp (contDiff_snd.prodMk contDiff_fst) exact ⟨(hρ.comp contDiff_fst).neg.mul hG, contDiff_segment_integral (hf.sub ((hρ.comp contDiff_fst).mul (hg.comp contDiff_snd))) (-A)⟩ theorem planarPrimitive_curl {A : ℝ} {f : ℝ × ℝ → ℝ} (hf : Continuous f) {ρ : ℝ → ℝ} (hρ : Continuous ρ) (hg : Continuous (planarMarginal A f)) (p : ℝ × ℝ) : deriv (fun x => planarPrimitiveY A f ρ (x,p.2)) p.1 - deriv (fun t => planarPrimitiveX A f ρ (p.1,t)) p.2 = f p := by have hc : Continuous (fun x => f (x,p.2) - ρ x * planarMarginal A f p.2) := (hf.comp (continuous_id.prodMk continuous_const)).sub (hρ.mul continuous_const) have hY := intervalIntegral.integral_hasDerivAt_right (hc.intervalIntegrable (-A) p.1) hc.aestronglyMeasurable.stronglyMeasurableAtFilter hc.continuousAt have hG := intervalIntegral.integral_hasDerivAt_right (hg.intervalIntegrable (-A) p.2) hg.aestronglyMeasurable.stronglyMeasurableAtFilter hg.continuousAt have hX := hG.const_mul (-ρ p.1) change deriv (fun x => ∫ v in -A..x, f (v,p.2) - ρ v * planarMarginal A f p.2) p.1 - deriv (fun t => -ρ p.1 * ∫ v in -A..t, planarMarginal A f v) p.2 = _ rw [hY.deriv, hX.deriv] ring theorem interval_primitive_zero_outside {A : ℝ} (hA : 0 ≤ A) {g : ℝ → ℝ} (hg : Continuous g) (hgs : ∀ x, A ≤ |x| → g x = 0) (hg0 : (∫ x in -A..A, g x) = 0) {t : ℝ} (ht : A ≤ |t|) : (∫ x in -A..t, g x) = 0 := by rcases le_abs.mp ht with ht | ht · have hi := intervalIntegral.integral_add_adjacent_intervals (μ := MeasureTheory.volume) (hg.intervalIntegrable (-A) A) (hg.intervalIntegrable A t) have hz : (∫ x in A..t, g x) = 0 := by have he : (∫ x in A..t, g x) = ∫ x in A..t, (0:ℝ) := by apply intervalIntegral.integral_congr intro x hx rw [uIcc_of_le ht] at hx exact hgs x (hx.1.trans (le_abs_self x)) simpa using he rw [hg0,hz,zero_add] at hi exact hi.symm · have hta : t ≤ -A := by linarith have hz : (∫ x in -A..t, g x) = ∫ x in -A..t, (0:ℝ) := by apply intervalIntegral.integral_congr intro x hx rw [uIcc_of_ge hta] at hx apply hgs x rw [abs_of_nonpos (hx.2.trans (neg_nonpos.mpr hA))] linarith [hx.2] simpa using hz theorem planarPrimitive_support {A : ℝ} (hA : 0 ≤ A) {f : ℝ × ℝ → ℝ} (hf : Continuous f) {ρ : ℝ → ℝ} (hρ : Continuous ρ) (hfs : ∀ x t, A ≤ |x| ∨ A ≤ |t| → f (x,t) = 0) (hρs : ∀ x, A ≤ |x| → ρ x = 0) (hρ1 : (∫ x in -A..A, ρ x) = 1) (hg : Continuous (planarMarginal A f)) (hf0 : (∫ t in -A..A, planarMarginal A f t) = 0) : HasCompactSupport (planarPrimitiveX A f ρ) ∧ HasCompactSupport (planarPrimitiveY A f ρ) := by have hgt (t : ℝ) (ht : A ≤ |t|) : planarMarginal A f t = 0 := by unfold planarMarginal have he : (fun x => f (x,t)) = fun _ => (0:ℝ) := by funext x exact hfs x t (Or.inr ht) rw [he,intervalIntegral.integral_zero] have hF (t : ℝ) : (∫ x in -A..A, f (x,t) - ρ x * planarMarginal A f t) = 0 := by have hc : Continuous (fun x => f (x,t)) := hf.comp (continuous_id.prodMk continuous_const) have hd : Continuous (fun x => ρ x * planarMarginal A f t) := hρ.mul continuous_const rw [intervalIntegral.integral_sub (hc.intervalIntegrable (-A) A) (hd.intervalIntegrable (-A) A)] rw [intervalIntegral.integral_mul_const, hρ1, one_mul] exact sub_self _ have hzero (p : ℝ × ℝ) (hp : A ≤ |p.1| ∨ A ≤ |p.2|) : planarPrimitiveX A f ρ p = 0 ∧ planarPrimitiveY A f ρ p = 0 := by rcases hp with hp | hp · constructor · simp [planarPrimitiveX, hρs _ hp] · apply interval_primitive_zero_outside hA ((hf.comp (continuous_id.prodMk continuous_const)).sub (hρ.mul continuous_const)) (fun x hx => by change f (x,p.2) - ρ x * planarMarginal A f p.2 = 0 rw [hfs x p.2 (Or.inl hx),hρs x hx]; ring) (hF p.2) hp · constructor · unfold planarPrimitiveX rw [interval_primitive_zero_outside hA hg hgt hf0 hp, mul_zero] · unfold planarPrimitiveY have he : (fun x => f (x,p.2) - ρ x * planarMarginal A f p.2) = fun _ => (0:ℝ) := by funext x rw [hfs x p.2 (Or.inr hp), hgt p.2 hp] ring rw [he,intervalIntegral.integral_zero] have hK : IsCompact (Icc (-A,-A) (A,A) : Set (ℝ × ℝ)) := isCompact_Icc have hout (p : ℝ × ℝ) (hp : p ∉ Icc (-A,-A) (A,A)) : A ≤ |p.1| ∨ A ≤ |p.2| := by by_contra! ht apply hp have hx := abs_lt.mp ht.1 have hy := abs_lt.mp ht.2 exact ⟨⟨hx.1.le,hy.1.le⟩,⟨hx.2.le,hy.2.le⟩⟩ exact ⟨HasCompactSupport.intro hK (fun p hp => (hzero p (hout p hp)).1), HasCompactSupport.intro hK (fun p hp => (hzero p (hout p hp)).2)⟩ open MeasureTheory Function theorem integral_eq_full_of_box_support {A : ℝ} {g : ℝ → ℝ} (hgs : ∀ x, A ≤ |x| → g x = 0) : (∫ x in -A..A, g x) = ∫ x, g x := by apply intervalIntegral.integral_eq_integral_of_support_subset intro x hx have hx' : |x| < A := by by_contra! ha exact hx (hgs x ha) exact ⟨(abs_lt.mp hx').1,(abs_lt.mp hx').2.le⟩ end PackingSufficiencySupport.Hamiltonian end end OAI