import Mathlib namespace OAI noncomputable section open MeasureTheory Filter open scoped Topology namespace Problem358 /-- Joint measurability is preserved by integrating between measurable endpoints. -/ theorem stronglyMeasurable_intervalIntegral_endpoints {X : Type*} [MeasurableSpace X] {f : X → ℝ → ℝ} {a b : X → ℝ} (hf : Measurable (Function.uncurry f)) (ha : Measurable a) (hb : Measurable b) : StronglyMeasurable (fun x => ∫ t in a x..b x, f x t) := by let S : Set (X × ℝ) := {p | a p.1 < p.2 ∧ p.2 ≤ b p.1} let T : Set (X × ℝ) := {p | b p.1 < p.2 ∧ p.2 ≤ a p.1} have hS : MeasurableSet S := (measurableSet_lt (ha.comp measurable_fst) measurable_snd).inter (measurableSet_le measurable_snd (hb.comp measurable_fst)) have hT : MeasurableSet T := (measurableSet_lt (hb.comp measurable_fst) measurable_snd).inter (measurableSet_le measurable_snd (ha.comp measurable_fst)) have hleft : StronglyMeasurable (fun x => ∫ t : ℝ, S.indicator (Function.uncurry f) (x, t)) := StronglyMeasurable.integral_prod_right (f := fun x t => S.indicator (Function.uncurry f) (x, t)) (by convert (hf.indicator hS).stronglyMeasurable using 1 funext p rcases p with ⟨x, t⟩ rfl) have hright : StronglyMeasurable (fun x => ∫ t : ℝ, T.indicator (Function.uncurry f) (x, t)) := StronglyMeasurable.integral_prod_right (f := fun x t => T.indicator (Function.uncurry f) (x, t)) (by convert (hf.indicator hT).stronglyMeasurable using 1 funext p rcases p with ⟨x, t⟩ rfl) convert hleft.sub hright using 1 ext x change (∫ t in a x..b x, f x t) = (∫ t, (Set.Ioc (a x) (b x)).indicator (f x) t) - (∫ t, (Set.Ioc (b x) (a x)).indicator (f x) t) rw [integral_indicator measurableSet_Ioc, integral_indicator measurableSet_Ioc] rfl /-- Differentiate a moving one-dimensional boundary, then integrate over the transverse variables. Continuity is required only at the unperturbed boundary; the integrand may be discontinuous away from that boundary. -/ theorem hasDerivAt_integral_moving_boundary {X : Type*} [MeasurableSpace X] {μ : Measure X} {f : X → ℝ → ℝ} {b B : X → ℝ} (hmeas : ∀ h : ℝ, AEStronglyMeasurable (fun x => ∫ t in (0 : ℝ)..h * b x, f x t) μ) (htrace : AEStronglyMeasurable (fun x => f x 0 * b x) μ) (hslice : ∀ᵐ x ∂μ, StronglyMeasurableAtFilter (f x) (nhds 0)) (hcont : ∀ᵐ x ∂μ, ContinuousAt (f x) 0) (hbound : ∀ᵐ x ∂μ, ∀ t : ℝ, ‖f x t‖ ≤ B x) (hdom : Integrable (fun x => |b x| * B x) μ) : HasDerivAt (fun h : ℝ => ∫ x, (∫ t in (0 : ℝ)..h * b x, f x t) ∂μ) (∫ x, f x 0 * b x ∂μ) 0 := by let F : ℝ → X → ℝ := fun h x => ∫ t in (0 : ℝ)..h * b x, f x t let D : X → ℝ →L[ℝ] ℝ := fun x => (1 : ℝ →L[ℝ] ℝ).smulRight (f x 0 * b x) have hDmeas : AEStronglyMeasurable D μ := (ContinuousLinearMap.smulRightL ℝ ℝ ℝ 1).continuous.comp_aestronglyMeasurable htrace have hdiff : ∀ᵐ x ∂μ, HasFDerivAt (fun h => F h x) (D x) 0 := by filter_upwards [hslice, hcont] with x hx hc have hf := intervalIntegral.integral_hasDerivAt_right (IntervalIntegrable.refl (f := f x) (a := (0 : ℝ))) hx hc have hmul := (hasDerivAt_id (0 : ℝ)).mul_const (b x) have hf' : HasDerivAt (fun u => ∫ t in (0 : ℝ)..u, f x t) (f x 0) ((fun h : ℝ => id h * b x) 0) := by simpa using hf have hd : HasDerivAt (fun h => F h x) (f x 0 * b x) 0 := by simpa [F, Function.comp_def] using hf'.comp 0 hmul exact hd.hasFDerivAt have hbase : Integrable (F 0) μ := by simp [F] have hlip : ∀ᵐ x ∂μ, ∀ h ∈ (Set.univ : Set ℝ), ‖F h x - F 0 x‖ ≤ (|b x| * B x) * ‖h - 0‖ := by filter_upwards [hbound] with x hx intro h _ have hi := intervalIntegral.norm_integral_le_of_norm_le_const (a := (0 : ℝ)) (b := h * b x) (fun t _ => hx t) simpa [F, abs_mul, Real.norm_eq_abs, mul_assoc, mul_left_comm, mul_comm] using hi obtain ⟨hDint, hD⟩ := hasFDerivAt_integral_of_dominated_loc_of_lip' (F := F) (F' := D) (s := Set.univ) (x₀ := (0 : ℝ)) (bound := fun x => |b x| * B x) Filter.univ_mem (fun h _ => hmeas h) hbase hDmeas hlip hdom hdiff have hd := hD.hasDerivAt rw [ContinuousLinearMap.integral_apply hDint] at hd simpa [D, F] using hd /-- A moving-boundary derivative with all measurability discharged from a jointly measurable integrand and a measurable boundary velocity. -/ theorem hasDerivAt_integral_moving_boundary_of_measurable {X : Type*} [MeasurableSpace X] {μ : Measure X} {f : X → ℝ → ℝ} {b B : X → ℝ} (hf : Measurable (Function.uncurry f)) (hb : Measurable b) (hcont : ∀ᵐ x ∂μ, ContinuousAt (f x) 0) (hbound : ∀ᵐ x ∂μ, ∀ t : ℝ, ‖f x t‖ ≤ B x) (hdom : Integrable (fun x => |b x| * B x) μ) : HasDerivAt (fun h : ℝ => ∫ x, (∫ t in (0 : ℝ)..h * b x, f x t) ∂μ) (∫ x, f x 0 * b x ∂μ) 0 := by apply hasDerivAt_integral_moving_boundary _ _ _ hcont hbound hdom · intro h exact (stronglyMeasurable_intervalIntegral_endpoints hf measurable_const (measurable_const.mul hb)).aestronglyMeasurable · exact ((hf.comp (measurable_id.prodMk measurable_const)).mul hb).aestronglyMeasurable · exact Eventually.of_forall fun x => (hf.comp (measurable_const.prodMk measurable_id)).stronglyMeasurable.stronglyMeasurableAtFilter /-- A moving-boundary derivative remains valid for a changing integrand. The scaled pointwise limit is exactly what remains after removing the principal moving halfspace in a telescoping product of cell indicators. -/ theorem hasDerivAt_integral_moving_boundary_varying {X : Type*} [MeasurableSpace X] {μ : Measure X} {f : ℝ → X → ℝ → ℝ} {b B : X → ℝ} {trace : X → ℝ} (hf : ∀ h, Measurable (Function.uncurry (f h))) (hb : Measurable b) (hlim : ∀ᵐ x ∂μ, ∀ u : ℝ, Tendsto (fun h : ℝ => f h x (h * u)) (nhds 0) (nhds (trace x))) (hbound : ∀ᵐ x ∂μ, ∀ h t : ℝ, ‖f h x t‖ ≤ B x) (hdom : Integrable (fun x => |b x| * B x) μ) : HasDerivAt (fun h : ℝ => ∫ x, (∫ t in (0 : ℝ)..h * b x, f h x t) ∂μ) (∫ x, b x * trace x ∂μ) 0 := by let G : ℝ → X → ℝ := fun h x => ∫ u in (0 : ℝ)..b x, f h x (h * u) have hGmeas : ∀ h, StronglyMeasurable (G h) := by intro h apply stronglyMeasurable_intervalIntegral_endpoints _ measurable_const hb exact (hf h).comp (measurable_fst.prodMk (measurable_const.mul measurable_snd)) have hGbound : ∀ h, ∀ᵐ x ∂μ, ‖G h x‖ ≤ |b x| * B x := by intro h filter_upwards [hbound] with x hx have hi := intervalIntegral.norm_integral_le_of_norm_le_const (a := (0 : ℝ)) (b := b x) (fun u _ => hx h (h * u)) simpa [G, mul_comm] using hi have hGlim : ∀ᵐ x ∂μ, Tendsto (fun h => G h x) (nhds 0) (nhds (b x * trace x)) := by filter_upwards [hlim, hbound] with x hx hxbound have hi := intervalIntegral.tendsto_integral_filter_of_dominated_convergence (a := (0 : ℝ)) (b := b x) (μ := volume) (l := nhds (0 : ℝ)) (F := fun h u => f h x (h * u)) (f := fun _ => trace x) (fun _ => B x) (Eventually.of_forall fun h => ((hf h).comp (measurable_const.prodMk (measurable_const.mul measurable_id))).aestronglyMeasurable) (Eventually.of_forall fun h => Eventually.of_forall fun u _ => hxbound h (h * u)) intervalIntegrable_const (Eventually.of_forall fun u _ => hx u) simpa [G] using hi have hHlim : Tendsto (fun h => ∫ x, G h x ∂μ) (nhds 0) (nhds (∫ x, b x * trace x ∂μ)) := tendsto_integral_filter_of_dominated_convergence (fun x => |b x| * B x) (Eventually.of_forall fun h => (hGmeas h).aestronglyMeasurable) (Eventually.of_forall hGbound) hdom hGlim have hscale : ∀ h : ℝ, (∫ x, (∫ t in (0 : ℝ)..h * b x, f h x t) ∂μ) = h * ∫ x, G h x ∂μ := by intro h rw [← integral_const_mul] apply integral_congr_ae exact Eventually.of_forall fun x => by simpa only [G, smul_eq_mul, mul_zero] using (intervalIntegral.smul_integral_comp_mul_left (f h x) (a := (0 : ℝ)) (b := b x) h).symm rw [hasDerivAt_iff_tendsto_slope_zero] apply (hHlim.mono_left nhdsWithin_le_nhds).congr' filter_upwards [self_mem_nhdsWithin] with h hh have hh0 : h ≠ 0 := by simpa using hh simp [hscale, hh0, smul_eq_mul] /-- A varying boundary velocity is allowed as well. In moving-plane coordinates, this covers the denominator introduced when the normal direction is perturbed. -/ theorem hasDerivAt_integral_moving_boundary_varying_speed {X : Type*} [MeasurableSpace X] {μ : Measure X} {f : ℝ → X → ℝ → ℝ} {speed : ℝ → X → ℝ} {A B slope trace : X → ℝ} (hf : ∀ h, Measurable (Function.uncurry (f h))) (hspeed : ∀ h, Measurable (speed h)) (hspeedlim : ∀ᵐ x ∂μ, Tendsto (fun h => speed h x) (nhds 0) (nhds (slope x))) (hlim : ∀ᵐ x ∂μ, ∀ u : ℝ, Tendsto (fun h : ℝ => f h x (h * speed h x * u)) (nhds 0) (nhds (trace x))) (hspeedbound : ∀ᵐ x ∂μ, ∀ h : ℝ, |speed h x| ≤ A x) (hbound : ∀ᵐ x ∂μ, ∀ h t : ℝ, ‖f h x t‖ ≤ B x) (hdom : Integrable (fun x => A x * B x) μ) : HasDerivAt (fun h : ℝ => ∫ x, (∫ t in (0 : ℝ)..h * speed h x, f h x t) ∂μ) (∫ x, slope x * trace x ∂μ) 0 := by let G : ℝ → X → ℝ → ℝ := fun h x t => speed h x * f h x (speed h x * t) have hGmeas : ∀ h, Measurable (Function.uncurry (G h)) := by intro h exact ((hspeed h).comp measurable_fst).mul ((hf h).comp (measurable_fst.prodMk (((hspeed h).comp measurable_fst).mul measurable_snd))) have hGlim : ∀ᵐ x ∂μ, ∀ u : ℝ, Tendsto (fun h : ℝ => G h x (h * u)) (nhds 0) (nhds (slope x * trace x)) := by filter_upwards [hspeedlim, hlim] with x hx hy intro u simpa [G, mul_assoc, mul_comm, mul_left_comm] using hx.mul (hy u) have hGbound : ∀ᵐ x ∂μ, ∀ h t : ℝ, ‖G h x t‖ ≤ A x * B x := by filter_upwards [hspeedbound, hbound] with x hx hy intro h t have hB : 0 ≤ B x := (norm_nonneg _).trans (hy 0 0) calc ‖G h x t‖ = |speed h x| * ‖f h x (speed h x * t)‖ := by simp [G, norm_mul, Real.norm_eq_abs] _ ≤ A x * B x := mul_le_mul (hx h) (hy h (speed h x * t)) (norm_nonneg _) ((abs_nonneg _).trans (hx h)) have hg := hasDerivAt_integral_moving_boundary_varying (f := G) (b := fun _ => (1 : ℝ)) (B := fun x => A x * B x) hGmeas measurable_const hGlim hGbound (by simpa using hdom) simp only [mul_one, one_mul] at hg convert hg using 1 funext h apply integral_congr_ae exact Eventually.of_forall fun x => by change (∫ t in (0 : ℝ)..h * speed h x, f h x t) = (∫ t in (0 : ℝ)..h, G h x t) rw [show (∫ t in (0 : ℝ)..h, G h x t) = speed h x * ∫ t in (0 : ℝ)..h, f h x (speed h x * t) by exact intervalIntegral.integral_const_mul _ _] simpa only [smul_eq_mul, mul_zero, mul_comm] using (intervalIntegral.smul_integral_comp_mul_left (f h x) (a := (0 : ℝ)) (b := h) (speed h x)).symm end Problem358 namespace Problem358 /-- The signed change of a threshold halfline is exactly its boundary strip. -/ theorem integral_threshold_difference (f : ℝ → ℝ) (c : ℝ) : (∫ t : ℝ, f t * ((if c ≤ t then (1 : ℝ) else 0) - (if 0 ≤ t then (1 : ℝ) else 0))) = ∫ t in c..0, f t := by classical by_cases hc : c ≤ 0 · have hid : (fun t : ℝ => f t * ((if c ≤ t then (1 : ℝ) else 0) - (if 0 ≤ t then (1 : ℝ) else 0))) = (Set.Ico c 0).indicator f := by funext t simp only [Set.indicator, Set.mem_Ico] split_ifs <;> simp_all <;> linarith rw [hid, integral_indicator measurableSet_Ico, integral_Ico_eq_integral_Ioc, intervalIntegral.integral_of_le hc] · have hc' : 0 ≤ c := le_of_lt (lt_of_not_ge hc) have hid : (fun t : ℝ => f t * ((if c ≤ t then (1 : ℝ) else 0) - (if 0 ≤ t then (1 : ℝ) else 0))) = fun t => -((Set.Ico 0 c).indicator f t) := by funext t simp only [Set.indicator, Set.mem_Ico] split_ifs <;> simp_all <;> linarith rw [hid, integral_neg, integral_indicator measurableSet_Ico, integral_Ico_eq_integral_Ioc, intervalIntegral.integral_of_ge hc'] /-- The derivative of one varying halfspace factor, with all other varying factors included in `f`. This is stated as an iterated integral so that an orthogonal-coordinate/Fubini argument can apply it directly. -/ theorem hasDerivAt_integral_halfspace_difference {X : Type*} [MeasurableSpace X] {μ : Measure X} {f : ℝ → X → ℝ → ℝ} {speed : ℝ → X → ℝ} {A B slope trace : X → ℝ} (hf : ∀ h, Measurable (Function.uncurry (f h))) (hspeed : ∀ h, Measurable (speed h)) (hspeedlim : ∀ᵐ x ∂μ, Tendsto (fun h => speed h x) (nhds 0) (nhds (slope x))) (hlim : ∀ᵐ x ∂μ, ∀ u : ℝ, Tendsto (fun h : ℝ => f h x (-(h * speed h x * u))) (nhds 0) (nhds (trace x))) (hspeedbound : ∀ᵐ x ∂μ, ∀ h : ℝ, |speed h x| ≤ A x) (hbound : ∀ᵐ x ∂μ, ∀ h t : ℝ, ‖f h x t‖ ≤ B x) (hdom : Integrable (fun x => A x * B x) μ) : HasDerivAt (fun h : ℝ => ∫ x, (∫ t : ℝ, f h x t * ((if -(h * speed h x) ≤ t then (1 : ℝ) else 0) - (if 0 ≤ t then (1 : ℝ) else 0))) ∂μ) (∫ x, slope x * trace x ∂μ) 0 := by have hg := hasDerivAt_integral_moving_boundary_varying_speed (f := fun h x t => f h x (-t)) (speed := speed) (A := A) (B := B) (slope := slope) (trace := trace) (fun h => (hf h).comp (measurable_fst.prodMk measurable_snd.neg)) hspeed hspeedlim hlim hspeedbound (hbound.mono fun x hx h t => hx h (-t)) hdom convert hg using 1 funext h apply integral_congr_ae exact Eventually.of_forall fun x => by dsimp only rw [integral_threshold_difference, intervalIntegral.integral_comp_neg] simp /-- Local-in-parameter version of the halfspace derivative. In particular, velocity denominators need only stay away from zero near the base configuration. -/ theorem hasDerivAt_integral_halfspace_difference_local {X : Type*} [MeasurableSpace X] {μ : Measure X} {f : ℝ → X → ℝ → ℝ} {speed : ℝ → X → ℝ} {A B slope trace : X → ℝ} {s : Set ℝ} (hs : s ∈ nhds 0) (hf : ∀ h, Measurable (Function.uncurry (f h))) (hspeed : ∀ h, Measurable (speed h)) (hspeedlim : ∀ᵐ x ∂μ, Tendsto (fun h => speed h x) (nhds 0) (nhds (slope x))) (hlim : ∀ᵐ x ∂μ, ∀ u : ℝ, Tendsto (fun h : ℝ => f h x (-(h * speed h x * u))) (nhds 0) (nhds (trace x))) (hspeedbound : ∀ᵐ x ∂μ, ∀ h ∈ s, |speed h x| ≤ A x) (hbound : ∀ᵐ x ∂μ, ∀ h ∈ s, ∀ t : ℝ, ‖f h x t‖ ≤ B x) (hdom : Integrable (fun x => A x * B x) μ) : HasDerivAt (fun h : ℝ => ∫ x, (∫ t : ℝ, f h x t * ((if -(h * speed h x) ≤ t then (1 : ℝ) else 0) - (if 0 ≤ t then (1 : ℝ) else 0))) ∂μ) (∫ x, slope x * trace x ∂μ) 0 := by classical let ff : ℝ → X → ℝ → ℝ := fun h x t => if h ∈ s then f h x t else 0 let vv : ℝ → X → ℝ := fun h x => if h ∈ s then speed h x else 0 have hzero : (0 : ℝ) ∈ s := mem_of_mem_nhds hs have hff : ∀ h, Measurable (Function.uncurry (ff h)) := by intro h by_cases hh : h ∈ s · simpa [ff, hh, Function.uncurry] using hf h · convert (measurable_const : Measurable (fun _ : X × ℝ => (0 : ℝ))) using 1 funext p rcases p with ⟨x, t⟩ simp [ff, hh] have hvv : ∀ h, Measurable (vv h) := by intro h by_cases hh : h ∈ s · simpa [vv, hh] using hspeed h · simp [vv, hh] have hvlim : ∀ᵐ x ∂μ, Tendsto (fun h => vv h x) (nhds 0) (nhds (slope x)) := by filter_upwards [hspeedlim] with x hx apply hx.congr' filter_upwards [hs] with h hh simp [vv, hh] have hflim : ∀ᵐ x ∂μ, ∀ u : ℝ, Tendsto (fun h : ℝ => ff h x (-(h * vv h x * u))) (nhds 0) (nhds (trace x)) := by filter_upwards [hlim] with x hx intro u apply (hx u).congr' filter_upwards [hs] with h hh simp [ff, vv, hh] have hvbound : ∀ᵐ x ∂μ, ∀ h : ℝ, |vv h x| ≤ A x := by filter_upwards [hspeedbound] with x hx have hA : 0 ≤ A x := (abs_nonneg _).trans (hx 0 hzero) intro h by_cases hh : h ∈ s · simpa [vv, hh] using hx h hh · simpa [vv, hh] using hA have hfbound : ∀ᵐ x ∂μ, ∀ h t : ℝ, ‖ff h x t‖ ≤ B x := by filter_upwards [hbound] with x hx have hB : 0 ≤ B x := (norm_nonneg _).trans (hx 0 hzero 0) intro h t by_cases hh : h ∈ s · simpa [ff, hh] using hx h hh t · simpa [ff, hh] using hB have hd := hasDerivAt_integral_halfspace_difference hff hvv hvlim hflim hvbound hfbound hdom apply hd.congr_of_eventuallyEq filter_upwards [hs] with h hh simp [ff, vv, hh] /-- Multiplication by the signed difference of two threshold indicators preserves ambient integrability. -/ theorem integrable_threshold_difference {X : Type*} [MeasurableSpace X] {μ : Measure X} {f : X × ℝ → ℝ} {c : X → ℝ} (hf : Integrable f (μ.prod volume)) (hc : Measurable c) : Integrable (fun p : X × ℝ => f p * ((if c p.1 ≤ p.2 then (1 : ℝ) else 0) - (if 0 ≤ p.2 then (1 : ℝ) else 0))) (μ.prod volume) := by have hfirst : Measurable (fun p : X × ℝ => if c p.1 ≤ p.2 then (1 : ℝ) else 0) := Measurable.ite (measurableSet_le (hc.comp measurable_fst) measurable_snd) measurable_const measurable_const have hsecond : Measurable (fun p : X × ℝ => if 0 ≤ p.2 then (1 : ℝ) else 0) := Measurable.ite (measurableSet_le measurable_const measurable_snd) measurable_const measurable_const apply hf.norm.mono' (hf.aestronglyMeasurable.mul (hfirst.sub hsecond).aestronglyMeasurable) exact Eventually.of_forall fun p => by have hcut : ‖(if c p.1 ≤ p.2 then (1 : ℝ) else 0) - (if 0 ≤ p.2 then (1 : ℝ) else 0)‖ ≤ 1 := by split_ifs <;> norm_num simp only [Pi.mul_apply, Pi.sub_apply] rw [norm_mul] exact (mul_le_mul_of_nonneg_left hcut (norm_nonneg _)).trans_eq (mul_one _) /-- Product-measure version of the local moving-face derivative. Ambient integrability is enough to discharge the Fubini step, while slice domination controls the derivative independently of the parameter. -/ theorem hasDerivAt_prod_integral_halfspace_difference_local {X : Type*} [MeasurableSpace X] {μ : Measure X} [SFinite μ] {f : ℝ → X → ℝ → ℝ} {speed : ℝ → X → ℝ} {A B slope trace : X → ℝ} {s : Set ℝ} (hs : s ∈ nhds 0) (hf : ∀ h, Measurable (Function.uncurry (f h))) (hspeed : ∀ h, Measurable (speed h)) (hspeedlim : ∀ᵐ x ∂μ, Tendsto (fun h => speed h x) (nhds 0) (nhds (slope x))) (hlim : ∀ᵐ x ∂μ, ∀ u : ℝ, Tendsto (fun h : ℝ => f h x (-(h * speed h x * u))) (nhds 0) (nhds (trace x))) (hspeedbound : ∀ᵐ x ∂μ, ∀ h ∈ s, |speed h x| ≤ A x) (hbound : ∀ᵐ x ∂μ, ∀ h ∈ s, ∀ t : ℝ, ‖f h x t‖ ≤ B x) (hdom : Integrable (fun x => A x * B x) μ) (hInt : ∀ᶠ h in nhds 0, Integrable (Function.uncurry (f h)) (μ.prod volume)) : HasDerivAt (fun h : ℝ => ∫ p : X × ℝ, f h p.1 p.2 * ((if -(h * speed h p.1) ≤ p.2 then (1 : ℝ) else 0) - (if 0 ≤ p.2 then (1 : ℝ) else 0)) ∂μ.prod volume) (∫ x, slope x * trace x ∂μ) 0 := by have hd := hasDerivAt_integral_halfspace_difference_local hs hf hspeed hspeedlim hlim hspeedbound hbound hdom apply hd.congr_of_eventuallyEq filter_upwards [hInt] with h hh exact integral_prod _ (integrable_threshold_difference hh (measurable_const.mul (hspeed h)).neg) end Problem358 end end OAI