Context
stringlengths
57
6.04k
file_name
stringlengths
21
79
start
int64
14
1.49k
end
int64
18
1.5k
theorem
stringlengths
25
1.55k
proof
stringlengths
5
7.36k
rank
int64
0
2.4k
import Mathlib.Probability.IdentDistrib import Mathlib.MeasureTheory.Integral.DominatedConvergence import Mathlib.Analysis.SpecificLimits.FloorPow import Mathlib.Analysis.PSeries import Mathlib.Analysis.Asymptotics.SpecificAsymptotics #align_import probability.strong_law from "leanprover-community/mathlib"@"f2ce60867...
Mathlib/Probability/StrongLaw.lean
114
123
theorem truncation_eq_of_nonneg {f : α → ℝ} {A : ℝ} (h : ∀ x, 0 ≤ f x) : truncation f A = indicator (Set.Ioc 0 A) id ∘ f := by
ext x rcases (h x).lt_or_eq with (hx | hx) · simp only [truncation, indicator, hx, Set.mem_Ioc, id, Function.comp_apply, true_and_iff] by_cases h'x : f x ≤ A · have : -A < f x := by linarith [h x] simp only [this, true_and_iff] · simp only [h'x, and_false_iff] · simp only [truncation, indicat...
2,275
import Mathlib.Probability.IdentDistrib import Mathlib.MeasureTheory.Integral.DominatedConvergence import Mathlib.Analysis.SpecificLimits.FloorPow import Mathlib.Analysis.PSeries import Mathlib.Analysis.Asymptotics.SpecificAsymptotics #align_import probability.strong_law from "leanprover-community/mathlib"@"f2ce60867...
Mathlib/Probability/StrongLaw.lean
135
137
theorem _root_.MeasureTheory.AEStronglyMeasurable.integrable_truncation [IsFiniteMeasure μ] (hf : AEStronglyMeasurable f μ) {A : ℝ} : Integrable (truncation f A) μ := by
rw [← memℒp_one_iff_integrable]; exact hf.memℒp_truncation
2,275
import Mathlib.Probability.IdentDistrib import Mathlib.MeasureTheory.Integral.DominatedConvergence import Mathlib.Analysis.SpecificLimits.FloorPow import Mathlib.Analysis.PSeries import Mathlib.Analysis.Asymptotics.SpecificAsymptotics #align_import probability.strong_law from "leanprover-community/mathlib"@"f2ce60867...
Mathlib/Probability/StrongLaw.lean
140
148
theorem moment_truncation_eq_intervalIntegral (hf : AEStronglyMeasurable f μ) {A : ℝ} (hA : 0 ≤ A) {n : ℕ} (hn : n ≠ 0) : ∫ x, truncation f A x ^ n ∂μ = ∫ y in -A..A, y ^ n ∂Measure.map f μ := by
have M : MeasurableSet (Set.Ioc (-A) A) := measurableSet_Ioc change ∫ x, (fun z => indicator (Set.Ioc (-A) A) id z ^ n) (f x) ∂μ = _ rw [← integral_map (f := fun z => _ ^ n) hf.aemeasurable, intervalIntegral.integral_of_le, ← integral_indicator M] · simp only [indicator, zero_pow hn, id, ite_pow] · linar...
2,275
import Mathlib.Probability.IdentDistrib import Mathlib.MeasureTheory.Integral.DominatedConvergence import Mathlib.Analysis.SpecificLimits.FloorPow import Mathlib.Analysis.PSeries import Mathlib.Analysis.Asymptotics.SpecificAsymptotics #align_import probability.strong_law from "leanprover-community/mathlib"@"f2ce60867...
Mathlib/Probability/StrongLaw.lean
151
175
theorem moment_truncation_eq_intervalIntegral_of_nonneg (hf : AEStronglyMeasurable f μ) {A : ℝ} {n : ℕ} (hn : n ≠ 0) (h'f : 0 ≤ f) : ∫ x, truncation f A x ^ n ∂μ = ∫ y in (0)..A, y ^ n ∂Measure.map f μ := by
have M : MeasurableSet (Set.Ioc 0 A) := measurableSet_Ioc have M' : MeasurableSet (Set.Ioc A 0) := measurableSet_Ioc rw [truncation_eq_of_nonneg h'f] change ∫ x, (fun z => indicator (Set.Ioc 0 A) id z ^ n) (f x) ∂μ = _ rcases le_or_lt 0 A with (hA | hA) · rw [← integral_map (f := fun z => _ ^ n) hf.aemeasu...
2,275
import Mathlib.Analysis.Calculus.FDeriv.Measurable import Mathlib.Analysis.Calculus.Deriv.Comp import Mathlib.Analysis.Calculus.Deriv.Add import Mathlib.Analysis.Calculus.Deriv.Slope import Mathlib.Analysis.Calculus.Deriv.Mul import Mathlib.Analysis.NormedSpace.Dual import Mathlib.MeasureTheory.Integral.DominatedConve...
Mathlib/MeasureTheory/Integral/FundThmCalculus.lean
273
288
theorem measure_integral_sub_linear_isLittleO_of_tendsto_ae' [IsMeasurablyGenerated l'] [TendstoIxxClass Ioc l l'] (hfm : StronglyMeasurableAtFilter f l' μ) (hf : Tendsto f (l' ⊓ ae μ) (𝓝 c)) (hl : μ.FiniteAtFilter l') (hu : Tendsto u lt l) (hv : Tendsto v lt l) : (fun t => (∫ x in u t..v t, f x ∂μ) - ...
by_cases hE : CompleteSpace E; swap · simp [intervalIntegral, integral, hE] have A := hf.integral_sub_linear_isLittleO_ae hfm hl (hu.Ioc hv) have B := hf.integral_sub_linear_isLittleO_ae hfm hl (hv.Ioc hu) simp_rw [integral_const', sub_smul] refine ((A.trans_le fun t ↦ ?_).sub (B.trans_le fun t ↦ ?_)).cong...
2,276
import Mathlib.Analysis.Calculus.FDeriv.Measurable import Mathlib.Analysis.Calculus.Deriv.Comp import Mathlib.Analysis.Calculus.Deriv.Add import Mathlib.Analysis.Calculus.Deriv.Slope import Mathlib.Analysis.Calculus.Deriv.Mul import Mathlib.Analysis.NormedSpace.Dual import Mathlib.MeasureTheory.Integral.DominatedConve...
Mathlib/MeasureTheory/Integral/FundThmCalculus.lean
1,024
1,114
theorem sub_le_integral_of_hasDeriv_right_of_le_Ico (hab : a ≤ b) (hcont : ContinuousOn g (Icc a b)) (hderiv : ∀ x ∈ Ico a b, HasDerivWithinAt g (g' x) (Ioi x) x) (φint : IntegrableOn φ (Icc a b)) (hφg : ∀ x ∈ Ico a b, g' x ≤ φ x) : g b - g a ≤ ∫ y in a..b, φ y := by
refine le_of_forall_pos_le_add fun ε εpos => ?_ -- Bound from above `g'` by a lower-semicontinuous function `G'`. rcases exists_lt_lowerSemicontinuous_integral_lt φ φint εpos with ⟨G', f_lt_G', G'cont, G'int, G'lt_top, hG'⟩ -- we will show by "induction" that `g t - g a ≤ ∫ u in a..t, G' u` for all `t ∈ [a...
2,276
import Mathlib.Analysis.SpecialFunctions.Log.Deriv import Mathlib.MeasureTheory.Integral.FundThmCalculus #align_import analysis.special_functions.non_integrable from "leanprover-community/mathlib"@"55ec6e9af7d3e0043f57e394cb06a72f6275273e" open scoped MeasureTheory Topology Interval NNReal ENNReal open MeasureTh...
Mathlib/Analysis/SpecialFunctions/NonIntegrable.lean
52
96
theorem not_integrableOn_of_tendsto_norm_atTop_of_deriv_isBigO_filter_aux [CompleteSpace E] {f : ℝ → E} {g : ℝ → F} {k : Set ℝ} (l : Filter ℝ) [NeBot l] [TendstoIxxClass Icc l l] (hl : k ∈ l) (hd : ∀ᶠ x in l, DifferentiableAt ℝ f x) (hf : Tendsto (fun x => ‖f x‖) l atTop) (hfg : deriv f =O[l] g) : ¬Inte...
intro hgi obtain ⟨C, hC₀, s, hsl, hsub, hfd, hg⟩ : ∃ (C : ℝ) (_ : 0 ≤ C), ∃ s ∈ l, (∀ x ∈ s, ∀ y ∈ s, [[x, y]] ⊆ k) ∧ (∀ x ∈ s, ∀ y ∈ s, ∀ z ∈ [[x, y]], DifferentiableAt ℝ f z) ∧ ∀ x ∈ s, ∀ y ∈ s, ∀ z ∈ [[x, y]], ‖deriv f z‖ ≤ C * ‖g z‖ := by rcases hfg.exists_nonneg with ⟨C, C₀, hC⟩ have...
2,277
import Mathlib.Analysis.SpecialFunctions.Log.Deriv import Mathlib.MeasureTheory.Integral.FundThmCalculus #align_import analysis.special_functions.non_integrable from "leanprover-community/mathlib"@"55ec6e9af7d3e0043f57e394cb06a72f6275273e" open scoped MeasureTheory Topology Interval NNReal ENNReal open MeasureTh...
Mathlib/Analysis/SpecialFunctions/NonIntegrable.lean
98
121
theorem not_integrableOn_of_tendsto_norm_atTop_of_deriv_isBigO_filter {f : ℝ → E} {g : ℝ → F} {k : Set ℝ} (l : Filter ℝ) [NeBot l] [TendstoIxxClass Icc l l] (hl : k ∈ l) (hd : ∀ᶠ x in l, DifferentiableAt ℝ f x) (hf : Tendsto (fun x => ‖f x‖) l atTop) (hfg : deriv f =O[l] g) : ¬IntegrableOn g k := by
let a : E →ₗᵢ[ℝ] UniformSpace.Completion E := UniformSpace.Completion.toComplₗᵢ let f' := a ∘ f have h'd : ∀ᶠ x in l, DifferentiableAt ℝ f' x := by filter_upwards [hd] with x hx using a.toContinuousLinearMap.differentiableAt.comp x hx have h'f : Tendsto (fun x => ‖f' x‖) l atTop := hf.congr (fun x ↦ by sim...
2,277
import Mathlib.MeasureTheory.Integral.FundThmCalculus import Mathlib.Analysis.SpecialFunctions.Trigonometric.ArctanDeriv import Mathlib.Analysis.SpecialFunctions.NonIntegrable import Mathlib.Analysis.SpecialFunctions.Pow.Deriv #align_import analysis.special_functions.integrals from "leanprover-community/mathlib"@"011...
Mathlib/Analysis/SpecialFunctions/Integrals.lean
73
95
theorem intervalIntegrable_rpow' {r : ℝ} (h : -1 < r) : IntervalIntegrable (fun x => x ^ r) volume a b := by
suffices ∀ c : ℝ, IntervalIntegrable (fun x => x ^ r) volume 0 c by exact IntervalIntegrable.trans (this a).symm (this b) have : ∀ c : ℝ, 0 ≤ c → IntervalIntegrable (fun x => x ^ r) volume 0 c := by intro c hc rw [intervalIntegrable_iff, uIoc_of_le hc] have hderiv : ∀ x ∈ Ioo 0 c, HasDerivAt (fun x...
2,278
import Mathlib.MeasureTheory.Integral.FundThmCalculus import Mathlib.Analysis.SpecialFunctions.Trigonometric.ArctanDeriv import Mathlib.Analysis.SpecialFunctions.NonIntegrable import Mathlib.Analysis.SpecialFunctions.Pow.Deriv #align_import analysis.special_functions.integrals from "leanprover-community/mathlib"@"011...
Mathlib/Analysis/SpecialFunctions/Integrals.lean
120
164
theorem intervalIntegrable_cpow {r : ℂ} (h : 0 ≤ r.re ∨ (0 : ℝ) ∉ [[a, b]]) : IntervalIntegrable (fun x : ℝ => (x : ℂ) ^ r) μ a b := by
by_cases h2 : (0 : ℝ) ∉ [[a, b]] · -- Easy case #1: 0 ∉ [a, b] -- use continuity. refine (ContinuousAt.continuousOn fun x hx => ?_).intervalIntegrable exact Complex.continuousAt_ofReal_cpow_const _ _ (Or.inr <| ne_of_mem_of_not_mem hx h2) rw [eq_false h2, or_false_iff] at h rcases lt_or_eq_of_le h with...
2,278
import Mathlib.Algebra.Order.Pointwise import Mathlib.Analysis.NormedSpace.SphereNormEquiv import Mathlib.Analysis.SpecialFunctions.Integrals import Mathlib.MeasureTheory.Constructions.Prod.Integral import Mathlib.MeasureTheory.Measure.Lebesgue.EqHaar open Set Function Metric MeasurableSpace intervalIntegral open s...
Mathlib/MeasureTheory/Constructions/HaarToSphere.lean
49
53
theorem toSphere_apply_aux (s : Set (sphere (0 : E) 1)) (r : Ioi (0 : ℝ)) : μ ((↑) '' (homeomorphUnitSphereProd E ⁻¹' s ×ˢ Iio r)) = μ (Ioo (0 : ℝ) r • ((↑) '' s)) := by
rw [← image2_smul, image2_image_right, ← Homeomorph.image_symm, image_image, ← image_subtype_val_Ioi_Iio, image2_image_left, image2_swap, ← image_prod] rfl
2,279
import Mathlib.Algebra.Order.Pointwise import Mathlib.Analysis.NormedSpace.SphereNormEquiv import Mathlib.Analysis.SpecialFunctions.Integrals import Mathlib.MeasureTheory.Constructions.Prod.Integral import Mathlib.MeasureTheory.Measure.Lebesgue.EqHaar open Set Function Metric MeasurableSpace intervalIntegral open s...
Mathlib/MeasureTheory/Constructions/HaarToSphere.lean
55
60
theorem toSphere_apply' {s : Set (sphere (0 : E) 1)} (hs : MeasurableSet s) : μ.toSphere s = dim E * μ (Ioo (0 : ℝ) 1 • ((↑) '' s)) := by
rw [toSphere, smul_apply, fst_apply hs, restrict_apply (measurable_fst hs), ((MeasurableEmbedding.subtype_coe (measurableSet_singleton _).compl).comp (Homeomorph.measurableEmbedding _)).comap_apply, image_comp, Homeomorph.image_symm, univ_prod, ← Set.prod_eq, nsmul_eq_mul, toSphere_apply_aux]
2,279
import Mathlib.Algebra.Order.Pointwise import Mathlib.Analysis.NormedSpace.SphereNormEquiv import Mathlib.Analysis.SpecialFunctions.Integrals import Mathlib.MeasureTheory.Constructions.Prod.Integral import Mathlib.MeasureTheory.Measure.Lebesgue.EqHaar open Set Function Metric MeasurableSpace intervalIntegral open s...
Mathlib/MeasureTheory/Constructions/HaarToSphere.lean
62
63
theorem toSphere_apply_univ' : μ.toSphere univ = dim E * μ (ball 0 1 \ {0}) := by
rw [μ.toSphere_apply' .univ, image_univ, Subtype.range_coe, Ioo_smul_sphere_zero] <;> simp
2,279
import Mathlib.Algebra.Order.Pointwise import Mathlib.Analysis.NormedSpace.SphereNormEquiv import Mathlib.Analysis.SpecialFunctions.Integrals import Mathlib.MeasureTheory.Constructions.Prod.Integral import Mathlib.MeasureTheory.Measure.Lebesgue.EqHaar open Set Function Metric MeasurableSpace intervalIntegral open s...
Mathlib/MeasureTheory/Constructions/HaarToSphere.lean
68
70
theorem toSphere_apply_univ : μ.toSphere univ = dim E * μ (ball 0 1) := by
nontriviality E rw [toSphere_apply_univ', measure_diff_null (measure_singleton _)]
2,279
import Mathlib.Algebra.Order.Pointwise import Mathlib.Analysis.NormedSpace.SphereNormEquiv import Mathlib.Analysis.SpecialFunctions.Integrals import Mathlib.MeasureTheory.Constructions.Prod.Integral import Mathlib.MeasureTheory.Measure.Lebesgue.EqHaar open Set Function Metric MeasurableSpace intervalIntegral open s...
Mathlib/MeasureTheory/Constructions/HaarToSphere.lean
108
125
theorem measurePreserving_homeomorphUnitSphereProd : MeasurePreserving (homeomorphUnitSphereProd E) (μ.comap (↑)) (μ.toSphere.prod (volumeIoiPow (dim E - 1))) := by
nontriviality E refine ⟨(homeomorphUnitSphereProd E).measurable, .symm ?_⟩ refine prod_eq_generateFrom generateFrom_measurableSet ((borel_eq_generateFrom_Iio _).symm.trans BorelSpace.measurable_eq.symm) isPiSystem_measurableSet isPiSystem_Iio μ.toSphere.toFiniteSpanningSetsIn (finiteSpanningSetsIn_vo...
2,279
import Mathlib.Analysis.SpecialFunctions.Integrals import Mathlib.Topology.MetricSpace.Contracting #align_import analysis.ODE.picard_lindelof from "leanprover-community/mathlib"@"f2ce6086713c78a7f880485f7917ea547a215982" open Filter Function Set Metric TopologicalSpace intervalIntegral MeasureTheory open MeasureTh...
Mathlib/Analysis/ODE/PicardLindelof.lean
127
133
theorem dist_t₀_le (t : Icc v.tMin v.tMax) : dist t v.t₀ ≤ v.tDist := by
rw [Subtype.dist_eq, Real.dist_eq] rcases le_total t v.t₀ with ht | ht · rw [abs_of_nonpos (sub_nonpos.2 <| Subtype.coe_le_coe.2 ht), neg_sub] exact (sub_le_sub_left t.2.1 _).trans (le_max_right _ _) · rw [abs_of_nonneg (sub_nonneg.2 <| Subtype.coe_le_coe.2 ht)] exact (sub_le_sub_right t.2.2 _).trans (...
2,280
import Mathlib.Analysis.SpecialFunctions.Integrals import Mathlib.Topology.MetricSpace.Contracting #align_import analysis.ODE.picard_lindelof from "leanprover-community/mathlib"@"f2ce6086713c78a7f880485f7917ea547a215982" open Filter Function Set Metric TopologicalSpace intervalIntegral MeasureTheory open MeasureTh...
Mathlib/Analysis/ODE/PicardLindelof.lean
146
147
theorem proj_of_mem {t : ℝ} (ht : t ∈ Icc v.tMin v.tMax) : ↑(v.proj t) = t := by
simp only [proj, projIcc_of_mem v.tMin_le_tMax ht]
2,280
import Mathlib.Analysis.SpecialFunctions.Integrals import Mathlib.MeasureTheory.Integral.PeakFunction #align_import analysis.special_functions.trigonometric.euler_sine_prod from "leanprover-community/mathlib"@"2c1d8ca2812b64f88992a5294ea3dba144755cd1" open scoped Real Topology open Real Set Filter intervalIntegra...
Mathlib/Analysis/SpecialFunctions/Trigonometric/EulerSineProd.lean
39
46
theorem antideriv_cos_comp_const_mul (hz : z ≠ 0) (x : ℝ) : HasDerivAt (fun y : ℝ => Complex.sin (2 * z * y) / (2 * z)) (Complex.cos (2 * z * x)) x := by
have a : HasDerivAt (fun y : ℂ => y * (2 * z)) _ x := hasDerivAt_mul_const _ have b : HasDerivAt (fun y : ℂ => Complex.sin (y * (2 * z))) _ x := HasDerivAt.comp (x : ℂ) (Complex.hasDerivAt_sin (x * (2 * z))) a have c := b.comp_ofReal.div_const (2 * z) field_simp at c; simp only [fun y => mul_comm y (2 * z)...
2,281
import Mathlib.Analysis.SpecialFunctions.Integrals import Mathlib.MeasureTheory.Integral.PeakFunction #align_import analysis.special_functions.trigonometric.euler_sine_prod from "leanprover-community/mathlib"@"2c1d8ca2812b64f88992a5294ea3dba144755cd1" open scoped Real Topology open Real Set Filter intervalIntegra...
Mathlib/Analysis/SpecialFunctions/Trigonometric/EulerSineProd.lean
49
56
theorem antideriv_sin_comp_const_mul (hz : z ≠ 0) (x : ℝ) : HasDerivAt (fun y : ℝ => -Complex.cos (2 * z * y) / (2 * z)) (Complex.sin (2 * z * x)) x := by
have a : HasDerivAt (fun y : ℂ => y * (2 * z)) _ x := hasDerivAt_mul_const _ have b : HasDerivAt (fun y : ℂ => Complex.cos (y * (2 * z))) _ x := HasDerivAt.comp (x : ℂ) (Complex.hasDerivAt_cos (x * (2 * z))) a have c := (b.comp_ofReal.div_const (2 * z)).neg field_simp at c; simp only [fun y => mul_comm y (...
2,281
import Mathlib.Analysis.SpecialFunctions.Integrals import Mathlib.MeasureTheory.Integral.PeakFunction #align_import analysis.special_functions.trigonometric.euler_sine_prod from "leanprover-community/mathlib"@"2c1d8ca2812b64f88992a5294ea3dba144755cd1" open scoped Real Topology open Real Set Filter intervalIntegra...
Mathlib/Analysis/SpecialFunctions/Trigonometric/EulerSineProd.lean
59
85
theorem integral_cos_mul_cos_pow_aux (hn : 2 ≤ n) (hz : z ≠ 0) : (∫ x in (0 : ℝ)..π / 2, Complex.cos (2 * z * x) * (cos x : ℂ) ^ n) = n / (2 * z) * ∫ x in (0 : ℝ)..π / 2, Complex.sin (2 * z * x) * sin x * (cos x : ℂ) ^ (n - 1) := by
have der1 : ∀ x : ℝ, x ∈ uIcc 0 (π / 2) → HasDerivAt (fun y : ℝ => (cos y : ℂ) ^ n) (-n * sin x * (cos x : ℂ) ^ (n - 1)) x := by intro x _ have b : HasDerivAt (fun y : ℝ => (cos y : ℂ)) (-sin x) x := by simpa using (hasDerivAt_cos x).ofReal_comp convert HasDerivAt.comp x (hasDeriv...
2,281
import Mathlib.Analysis.SpecialFunctions.Integrals import Mathlib.MeasureTheory.Integral.PeakFunction #align_import analysis.special_functions.trigonometric.euler_sine_prod from "leanprover-community/mathlib"@"2c1d8ca2812b64f88992a5294ea3dba144755cd1" open scoped Real Topology open Real Set Filter intervalIntegra...
Mathlib/Analysis/SpecialFunctions/Trigonometric/EulerSineProd.lean
88
147
theorem integral_sin_mul_sin_mul_cos_pow_eq (hn : 2 ≤ n) (hz : z ≠ 0) : (∫ x in (0 : ℝ)..π / 2, Complex.sin (2 * z * x) * sin x * (cos x : ℂ) ^ (n - 1)) = (n / (2 * z) * ∫ x in (0 : ℝ)..π / 2, Complex.cos (2 * z * x) * (cos x : ℂ) ^ n) - (n - 1) / (2 * z) * ∫ x in (0 : ℝ)..π / 2, Complex.cos...
have der1 : ∀ x : ℝ, x ∈ uIcc 0 (π / 2) → HasDerivAt (fun y : ℝ => sin y * (cos y : ℂ) ^ (n - 1)) ((cos x : ℂ) ^ n - (n - 1) * (sin x : ℂ) ^ 2 * (cos x : ℂ) ^ (n - 2)) x := by intro x _ have c := HasDerivAt.comp (x : ℂ) (hasDerivAt_pow (n - 1) _) (Complex.hasDerivAt_cos x) con...
2,281
import Mathlib.Analysis.SpecialFunctions.Integrals import Mathlib.MeasureTheory.Integral.PeakFunction #align_import analysis.special_functions.trigonometric.euler_sine_prod from "leanprover-community/mathlib"@"2c1d8ca2812b64f88992a5294ea3dba144755cd1" open scoped Real Topology open Real Set Filter intervalIntegra...
Mathlib/Analysis/SpecialFunctions/Trigonometric/EulerSineProd.lean
278
295
theorem tendsto_integral_cos_pow_mul_div {f : ℝ → ℂ} (hf : ContinuousOn f (Icc 0 (π / 2))) : Tendsto (fun n : ℕ => (∫ x in (0 : ℝ)..π / 2, (cos x : ℂ) ^ n * f x) / (∫ x in (0 : ℝ)..π / 2, cos x ^ n : ℝ)) atTop (𝓝 <| f 0) := by
simp_rw [div_eq_inv_mul (α := ℂ), ← Complex.ofReal_inv, integral_of_le pi_div_two_pos.le, ← MeasureTheory.integral_Icc_eq_integral_Ioc, ← Complex.ofReal_pow, ← Complex.real_smul] have c_lt : ∀ y : ℝ, y ∈ Icc 0 (π / 2) → y ≠ 0 → cos y < cos 0 := fun y hy hy' => cos_lt_cos_of_nonneg_of_le_pi_div_two (le_refl...
2,281
import Mathlib.Analysis.SpecialFunctions.Integrals import Mathlib.Analysis.SumIntegralComparisons import Mathlib.NumberTheory.Harmonic.Defs
Mathlib/NumberTheory/Harmonic/Bounds.lean
17
24
theorem log_add_one_le_harmonic (n : ℕ) : Real.log ↑(n+1) ≤ harmonic n := by
calc _ = ∫ x in (1:ℕ)..↑(n+1), x⁻¹ := ?_ _ ≤ ∑ d ∈ Finset.Icc 1 n, (d:ℝ)⁻¹ := ?_ _ = harmonic n := ?_ · rw [Nat.cast_one, integral_inv (by simp [(show ¬ (1 : ℝ) ≤ 0 by norm_num)]), div_one] · exact (inv_antitoneOn_Icc_right <| by norm_num).integral_le_sum_Ico (Nat.le_add_left 1 n) · simp only [ha...
2,282
import Mathlib.Analysis.SpecialFunctions.Integrals import Mathlib.Analysis.SumIntegralComparisons import Mathlib.NumberTheory.Harmonic.Defs theorem log_add_one_le_harmonic (n : ℕ) : Real.log ↑(n+1) ≤ harmonic n := by calc _ = ∫ x in (1:ℕ)..↑(n+1), x⁻¹ := ?_ _ ≤ ∑ d ∈ Finset.Icc 1 n, (d:ℝ)⁻¹ := ?_ ...
Mathlib/NumberTheory/Harmonic/Bounds.lean
26
50
theorem harmonic_le_one_add_log (n : ℕ) : harmonic n ≤ 1 + Real.log n := by
by_cases hn0 : n = 0 · simp [hn0] have hn : 1 ≤ n := Nat.one_le_iff_ne_zero.mpr hn0 simp_rw [harmonic_eq_sum_Icc, Rat.cast_sum, Rat.cast_inv, Rat.cast_natCast] rw [← Finset.sum_erase_add (Finset.Icc 1 n) _ (Finset.left_mem_Icc.mpr hn), add_comm, Nat.cast_one, inv_one] refine add_le_add_left ?_ 1 simp...
2,282
import Mathlib.Analysis.SpecialFunctions.Integrals import Mathlib.Analysis.SumIntegralComparisons import Mathlib.NumberTheory.Harmonic.Defs theorem log_add_one_le_harmonic (n : ℕ) : Real.log ↑(n+1) ≤ harmonic n := by calc _ = ∫ x in (1:ℕ)..↑(n+1), x⁻¹ := ?_ _ ≤ ∑ d ∈ Finset.Icc 1 n, (d:ℝ)⁻¹ := ?_ ...
Mathlib/NumberTheory/Harmonic/Bounds.lean
52
62
theorem log_le_harmonic_floor (y : ℝ) (hy : 0 ≤ y) : Real.log y ≤ harmonic ⌊y⌋₊ := by
by_cases h0 : y = 0 · simp [h0] · calc _ ≤ Real.log ↑(Nat.floor y + 1) := ?_ _ ≤ _ := log_add_one_le_harmonic _ gcongr apply (Nat.le_ceil y).trans norm_cast exact Nat.ceil_le_floor_add_one y
2,282
import Mathlib.Analysis.SpecialFunctions.Integrals import Mathlib.Analysis.SumIntegralComparisons import Mathlib.NumberTheory.Harmonic.Defs theorem log_add_one_le_harmonic (n : ℕ) : Real.log ↑(n+1) ≤ harmonic n := by calc _ = ∫ x in (1:ℕ)..↑(n+1), x⁻¹ := ?_ _ ≤ ∑ d ∈ Finset.Icc 1 n, (d:ℝ)⁻¹ := ?_ ...
Mathlib/NumberTheory/Harmonic/Bounds.lean
64
69
theorem harmonic_floor_le_one_add_log (y : ℝ) (hy : 1 ≤ y) : harmonic ⌊y⌋₊ ≤ 1 + Real.log y := by
refine (harmonic_le_one_add_log _).trans ?_ gcongr · exact_mod_cast Nat.floor_pos.mpr hy · exact Nat.floor_le <| zero_le_one.trans hy
2,282
import Mathlib.Analysis.SpecialFunctions.Integrals #align_import data.real.pi.wallis from "leanprover-community/mathlib"@"980755c33b9168bc82f774f665eaa27878140fac" open scoped Real Topology Nat open Filter Finset intervalIntegral namespace Real namespace Wallis set_option linter.uppercaseLean3 false noncomp...
Mathlib/Data/Real/Pi/Wallis.lean
55
59
theorem W_pos (k : ℕ) : 0 < W k := by
induction' k with k hk · unfold W; simp · rw [W_succ] refine mul_pos hk (mul_pos (div_pos ?_ ?_) (div_pos ?_ ?_)) <;> positivity
2,283
import Mathlib.Analysis.SpecialFunctions.Integrals #align_import data.real.pi.wallis from "leanprover-community/mathlib"@"980755c33b9168bc82f774f665eaa27878140fac" open scoped Real Topology Nat open Filter Finset intervalIntegral namespace Real namespace Wallis set_option linter.uppercaseLean3 false noncomp...
Mathlib/Data/Real/Pi/Wallis.lean
62
75
theorem W_eq_factorial_ratio (n : ℕ) : W n = 2 ^ (4 * n) * n ! ^ 4 / ((2 * n)! ^ 2 * (2 * n + 1)) := by
induction' n with n IH · simp only [W, prod_range_zero, Nat.factorial_zero, mul_zero, pow_zero, algebraMap.coe_one, one_pow, mul_one, algebraMap.coe_zero, zero_add, div_self, Ne, one_ne_zero, not_false_iff] norm_num · unfold W at IH ⊢ rw [prod_range_succ, IH, _root_.div_mul_div_comm, _root_.d...
2,283
import Mathlib.Analysis.SpecialFunctions.Integrals #align_import data.real.pi.wallis from "leanprover-community/mathlib"@"980755c33b9168bc82f774f665eaa27878140fac" open scoped Real Topology Nat open Filter Finset intervalIntegral namespace Real namespace Wallis set_option linter.uppercaseLean3 false noncomp...
Mathlib/Data/Real/Pi/Wallis.lean
78
82
theorem W_eq_integral_sin_pow_div_integral_sin_pow (k : ℕ) : (π / 2)⁻¹ * W k = (∫ x : ℝ in (0)..π, sin x ^ (2 * k + 1)) / ∫ x : ℝ in (0)..π, sin x ^ (2 * k) := by
rw [integral_sin_pow_even, integral_sin_pow_odd, mul_div_mul_comm, ← prod_div_distrib, inv_div] simp_rw [div_div_div_comm, div_div_eq_mul_div, mul_div_assoc] rfl
2,283
import Mathlib.Analysis.SpecialFunctions.Integrals #align_import data.real.pi.wallis from "leanprover-community/mathlib"@"980755c33b9168bc82f774f665eaa27878140fac" open scoped Real Topology Nat open Filter Finset intervalIntegral namespace Real namespace Wallis set_option linter.uppercaseLean3 false noncomp...
Mathlib/Data/Real/Pi/Wallis.lean
85
88
theorem W_le (k : ℕ) : W k ≤ π / 2 := by
rw [← div_le_one pi_div_two_pos, div_eq_inv_mul] rw [W_eq_integral_sin_pow_div_integral_sin_pow, div_le_one (integral_sin_pow_pos _)] apply integral_sin_pow_succ_le
2,283
import Mathlib.Analysis.SpecialFunctions.Integrals #align_import data.real.pi.wallis from "leanprover-community/mathlib"@"980755c33b9168bc82f774f665eaa27878140fac" open scoped Real Topology Nat open Filter Finset intervalIntegral namespace Real namespace Wallis set_option linter.uppercaseLean3 false noncomp...
Mathlib/Data/Real/Pi/Wallis.lean
91
98
theorem le_W (k : ℕ) : ((2 : ℝ) * k + 1) / (2 * k + 2) * (π / 2) ≤ W k := by
rw [← le_div_iff pi_div_two_pos, div_eq_inv_mul (W k) _] rw [W_eq_integral_sin_pow_div_integral_sin_pow, le_div_iff (integral_sin_pow_pos _)] convert integral_sin_pow_succ_le (2 * k + 1) rw [integral_sin_pow (2 * k)] simp only [sin_zero, ne_eq, add_eq_zero, and_false, not_false_eq_true, zero_pow, cos_zero, ...
2,283
import Mathlib.Analysis.SpecialFunctions.Integrals #align_import data.real.pi.wallis from "leanprover-community/mathlib"@"980755c33b9168bc82f774f665eaa27878140fac" open scoped Real Topology Nat open Filter Finset intervalIntegral namespace Real namespace Wallis set_option linter.uppercaseLean3 false noncomp...
Mathlib/Data/Real/Pi/Wallis.lean
101
114
theorem tendsto_W_nhds_pi_div_two : Tendsto W atTop (𝓝 <| π / 2) := by
refine tendsto_of_tendsto_of_tendsto_of_le_of_le ?_ tendsto_const_nhds le_W W_le have : 𝓝 (π / 2) = 𝓝 ((1 - 0) * (π / 2)) := by rw [sub_zero, one_mul] rw [this] refine Tendsto.mul ?_ tendsto_const_nhds have h : ∀ n : ℕ, ((2 : ℝ) * n + 1) / (2 * n + 2) = 1 - 1 / (2 * n + 2) := by intro n rw [sub_div...
2,283
import Mathlib.Analysis.PSeries import Mathlib.Data.Real.Pi.Wallis import Mathlib.Tactic.AdaptationNote #align_import analysis.special_functions.stirling from "leanprover-community/mathlib"@"2c1d8ca2812b64f88992a5294ea3dba144755cd1" open scoped Topology Real Nat Asymptotics open Finset Filter Nat Real namespace...
Mathlib/Analysis/SpecialFunctions/Stirling.lean
56
57
theorem stirlingSeq_zero : stirlingSeq 0 = 0 := by
rw [stirlingSeq, cast_zero, mul_zero, Real.sqrt_zero, zero_mul, div_zero]
2,284
import Mathlib.Analysis.PSeries import Mathlib.Data.Real.Pi.Wallis import Mathlib.Tactic.AdaptationNote #align_import analysis.special_functions.stirling from "leanprover-community/mathlib"@"2c1d8ca2812b64f88992a5294ea3dba144755cd1" open scoped Topology Real Nat Asymptotics open Finset Filter Nat Real namespace...
Mathlib/Analysis/SpecialFunctions/Stirling.lean
61
62
theorem stirlingSeq_one : stirlingSeq 1 = exp 1 / √2 := by
rw [stirlingSeq, pow_one, factorial_one, cast_one, mul_one, mul_one_div, one_div_div]
2,284
import Mathlib.Analysis.PSeries import Mathlib.Data.Real.Pi.Wallis import Mathlib.Tactic.AdaptationNote #align_import analysis.special_functions.stirling from "leanprover-community/mathlib"@"2c1d8ca2812b64f88992a5294ea3dba144755cd1" open scoped Topology Real Nat Asymptotics open Finset Filter Nat Real namespace...
Mathlib/Analysis/SpecialFunctions/Stirling.lean
65
70
theorem log_stirlingSeq_formula (n : ℕ) : log (stirlingSeq n) = Real.log n ! - 1 / 2 * Real.log (2 * n) - n * log (n / exp 1) := by
cases n · simp · rw [stirlingSeq, log_div, log_mul, sqrt_eq_rpow, log_rpow, Real.log_pow, tsub_tsub] <;> positivity
2,284
import Mathlib.Analysis.PSeries import Mathlib.Data.Real.Pi.Wallis import Mathlib.Tactic.AdaptationNote #align_import analysis.special_functions.stirling from "leanprover-community/mathlib"@"2c1d8ca2812b64f88992a5294ea3dba144755cd1" open scoped Topology Real Nat Asymptotics open Finset Filter Nat Real namespace...
Mathlib/Analysis/SpecialFunctions/Stirling.lean
77
93
theorem log_stirlingSeq_diff_hasSum (m : ℕ) : HasSum (fun k : ℕ => (1 : ℝ) / (2 * ↑(k + 1) + 1) * ((1 / (2 * ↑(m + 1) + 1)) ^ 2) ^ ↑(k + 1)) (log (stirlingSeq (m + 1)) - log (stirlingSeq (m + 2))) := by
let f (k : ℕ) := (1 : ℝ) / (2 * k + 1) * ((1 / (2 * ↑(m + 1) + 1)) ^ 2) ^ k change HasSum (fun k => f (k + 1)) _ rw [hasSum_nat_add_iff] convert (hasSum_log_one_add_inv m.cast_add_one_pos).mul_left ((↑(m + 1) : ℝ) + 1 / 2) using 1 · ext k dsimp only [f] rw [← pow_mul, pow_add] push_cast field...
2,284
import Mathlib.Analysis.PSeries import Mathlib.Data.Real.Pi.Wallis import Mathlib.Tactic.AdaptationNote #align_import analysis.special_functions.stirling from "leanprover-community/mathlib"@"2c1d8ca2812b64f88992a5294ea3dba144755cd1" open scoped Topology Real Nat Asymptotics open Finset Filter Nat Real namespace...
Mathlib/Analysis/SpecialFunctions/Stirling.lean
104
120
theorem log_stirlingSeq_diff_le_geo_sum (n : ℕ) : log (stirlingSeq (n + 1)) - log (stirlingSeq (n + 2)) ≤ ((1 : ℝ) / (2 * ↑(n + 1) + 1)) ^ 2 / (1 - ((1 : ℝ) / (2 * ↑(n + 1) + 1)) ^ 2) := by
have h_nonneg : (0 : ℝ) ≤ ((1 : ℝ) / (2 * ↑(n + 1) + 1)) ^ 2 := sq_nonneg _ have g : HasSum (fun k : ℕ => (((1 : ℝ) / (2 * ↑(n + 1) + 1)) ^ 2) ^ ↑(k + 1)) (((1 : ℝ) / (2 * ↑(n + 1) + 1)) ^ 2 / (1 - ((1 : ℝ) / (2 * ↑(n + 1) + 1)) ^ 2)) := by have := (hasSum_geometric_of_lt_one h_nonneg ?_).mul_left (((1 :...
2,284
import Mathlib.Analysis.SpecialFunctions.ExpDeriv import Mathlib.Analysis.SpecialFunctions.Complex.Circle import Mathlib.Analysis.InnerProductSpace.l2Space import Mathlib.MeasureTheory.Function.ContinuousMapDense import Mathlib.MeasureTheory.Function.L2Space import Mathlib.MeasureTheory.Group.Integral import Mathlib.M...
Mathlib/Analysis/Fourier/AddCircle.lean
117
123
theorem fourier_coe_apply {n : ℤ} {x : ℝ} : fourier n (x : AddCircle T) = Complex.exp (2 * π * Complex.I * n * x / T) := by
rw [fourier_apply, ← QuotientAddGroup.mk_zsmul, toCircle, Function.Periodic.lift_coe, expMapCircle_apply, Complex.ofReal_mul, Complex.ofReal_div, Complex.ofReal_mul, zsmul_eq_mul, Complex.ofReal_mul, Complex.ofReal_intCast] norm_num congr 1; ring
2,285
import Mathlib.Analysis.SpecialFunctions.ExpDeriv import Mathlib.Analysis.SpecialFunctions.Complex.Circle import Mathlib.Analysis.InnerProductSpace.l2Space import Mathlib.MeasureTheory.Function.ContinuousMapDense import Mathlib.MeasureTheory.Function.L2Space import Mathlib.MeasureTheory.Group.Integral import Mathlib.M...
Mathlib/Analysis/Fourier/AddCircle.lean
127
129
theorem fourier_coe_apply' {n : ℤ} {x : ℝ} : toCircle (n • (x : AddCircle T) :) = Complex.exp (2 * π * Complex.I * n * x / T) := by
rw [← fourier_apply]; exact fourier_coe_apply
2,285
import Mathlib.Analysis.SpecialFunctions.ExpDeriv import Mathlib.Analysis.SpecialFunctions.Complex.Circle import Mathlib.Analysis.InnerProductSpace.l2Space import Mathlib.MeasureTheory.Function.ContinuousMapDense import Mathlib.MeasureTheory.Function.L2Space import Mathlib.MeasureTheory.Group.Integral import Mathlib.M...
Mathlib/Analysis/Fourier/AddCircle.lean
132
135
theorem fourier_zero {x : AddCircle T} : fourier 0 x = 1 := by
induction x using QuotientAddGroup.induction_on' simp only [fourier_coe_apply] norm_num
2,285
import Mathlib.Analysis.SpecialFunctions.ExpDeriv import Mathlib.Analysis.SpecialFunctions.Complex.Circle import Mathlib.Analysis.InnerProductSpace.l2Space import Mathlib.MeasureTheory.Function.ContinuousMapDense import Mathlib.MeasureTheory.Function.L2Space import Mathlib.MeasureTheory.Group.Integral import Mathlib.M...
Mathlib/Analysis/Fourier/AddCircle.lean
139
141
theorem fourier_zero' {x : AddCircle T} : @toCircle T 0 = (1 : ℂ) := by
have : fourier 0 x = @toCircle T 0 := by rw [fourier_apply, zero_smul] rw [← this]; exact fourier_zero
2,285
import Mathlib.Analysis.SpecialFunctions.ExpDeriv import Mathlib.Analysis.SpecialFunctions.Complex.Circle import Mathlib.Analysis.InnerProductSpace.l2Space import Mathlib.MeasureTheory.Function.ContinuousMapDense import Mathlib.MeasureTheory.Function.L2Space import Mathlib.MeasureTheory.Group.Integral import Mathlib.M...
Mathlib/Analysis/Fourier/AddCircle.lean
144
146
theorem fourier_eval_zero (n : ℤ) : fourier n (0 : AddCircle T) = 1 := by
rw [← QuotientAddGroup.mk_zero, fourier_coe_apply, Complex.ofReal_zero, mul_zero, zero_div, Complex.exp_zero]
2,285
import Mathlib.Analysis.SpecialFunctions.ExpDeriv import Mathlib.Analysis.SpecialFunctions.Complex.Circle import Mathlib.Analysis.InnerProductSpace.l2Space import Mathlib.MeasureTheory.Function.ContinuousMapDense import Mathlib.MeasureTheory.Function.L2Space import Mathlib.MeasureTheory.Group.Integral import Mathlib.M...
Mathlib/Analysis/Fourier/AddCircle.lean
150
150
theorem fourier_one {x : AddCircle T} : fourier 1 x = toCircle x := by
rw [fourier_apply, one_zsmul]
2,285
import Mathlib.Analysis.SpecialFunctions.ExpDeriv import Mathlib.Analysis.SpecialFunctions.Complex.Circle import Mathlib.Analysis.InnerProductSpace.l2Space import Mathlib.MeasureTheory.Function.ContinuousMapDense import Mathlib.MeasureTheory.Function.L2Space import Mathlib.MeasureTheory.Group.Integral import Mathlib.M...
Mathlib/Analysis/Fourier/AddCircle.lean
154
159
theorem fourier_neg {n : ℤ} {x : AddCircle T} : fourier (-n) x = conj (fourier n x) := by
induction x using QuotientAddGroup.induction_on' simp_rw [fourier_apply, toCircle] rw [← QuotientAddGroup.mk_zsmul, ← QuotientAddGroup.mk_zsmul] simp_rw [Function.Periodic.lift_coe, ← coe_inv_circle_eq_conj, ← expMapCircle_neg, neg_smul, mul_neg]
2,285
import Mathlib.Analysis.SpecialFunctions.ExpDeriv import Mathlib.Analysis.SpecialFunctions.Complex.Circle import Mathlib.Analysis.InnerProductSpace.l2Space import Mathlib.MeasureTheory.Function.ContinuousMapDense import Mathlib.MeasureTheory.Function.L2Space import Mathlib.MeasureTheory.Group.Integral import Mathlib.M...
Mathlib/Analysis/Fourier/AddCircle.lean
163
164
theorem fourier_neg' {n : ℤ} {x : AddCircle T} : @toCircle T (-(n • x)) = conj (fourier n x) := by
rw [← neg_smul, ← fourier_apply]; exact fourier_neg
2,285
import Mathlib.Analysis.SpecialFunctions.ExpDeriv import Mathlib.Analysis.SpecialFunctions.Complex.Circle import Mathlib.Analysis.InnerProductSpace.l2Space import Mathlib.MeasureTheory.Function.ContinuousMapDense import Mathlib.MeasureTheory.Function.L2Space import Mathlib.MeasureTheory.Group.Integral import Mathlib.M...
Mathlib/Analysis/Fourier/AddCircle.lean
167
168
theorem fourier_add {m n : ℤ} {x : AddCircle T} : fourier (m+n) x = fourier m x * fourier n x := by
simp_rw [fourier_apply, add_zsmul, toCircle_add, coe_mul_unitSphere]
2,285
import Mathlib.Analysis.SpecialFunctions.ExpDeriv import Mathlib.Analysis.SpecialFunctions.Complex.Circle import Mathlib.Analysis.InnerProductSpace.l2Space import Mathlib.MeasureTheory.Function.ContinuousMapDense import Mathlib.MeasureTheory.Function.L2Space import Mathlib.MeasureTheory.Group.Integral import Mathlib.M...
Mathlib/Analysis/Fourier/AddCircle.lean
172
174
theorem fourier_add' {m n : ℤ} {x : AddCircle T} : toCircle ((m + n) • x :) = fourier m x * fourier n x := by
rw [← fourier_apply]; exact fourier_add
2,285
import Mathlib.Analysis.SpecialFunctions.ExpDeriv import Mathlib.Analysis.SpecialFunctions.Complex.Circle import Mathlib.Analysis.InnerProductSpace.l2Space import Mathlib.MeasureTheory.Function.ContinuousMapDense import Mathlib.MeasureTheory.Function.L2Space import Mathlib.MeasureTheory.Group.Integral import Mathlib.M...
Mathlib/Analysis/Fourier/AddCircle.lean
176
180
theorem fourier_norm [Fact (0 < T)] (n : ℤ) : ‖@fourier T n‖ = 1 := by
rw [ContinuousMap.norm_eq_iSup_norm] have : ∀ x : AddCircle T, ‖fourier n x‖ = 1 := fun x => abs_coe_circle _ simp_rw [this] exact @ciSup_const _ _ _ Zero.instNonempty _
2,285
import Mathlib.Analysis.SpecialFunctions.ExpDeriv import Mathlib.Analysis.SpecialFunctions.Complex.Circle import Mathlib.Analysis.InnerProductSpace.l2Space import Mathlib.MeasureTheory.Function.ContinuousMapDense import Mathlib.MeasureTheory.Function.L2Space import Mathlib.MeasureTheory.Group.Integral import Mathlib.M...
Mathlib/Analysis/Fourier/AddCircle.lean
184
193
theorem fourier_add_half_inv_index {n : ℤ} (hn : n ≠ 0) (hT : 0 < T) (x : AddCircle T) : @fourier T n (x + ↑(T / 2 / n)) = -fourier n x := by
rw [fourier_apply, zsmul_add, ← QuotientAddGroup.mk_zsmul, toCircle_add, coe_mul_unitSphere] have : (n : ℂ) ≠ 0 := by simpa using hn have : (@toCircle T (n • (T / 2 / n) : ℝ) : ℂ) = -1 := by rw [zsmul_eq_mul, toCircle, Function.Periodic.lift_coe, expMapCircle_apply] replace hT := Complex.ofReal_ne_zero.m...
2,285
import Mathlib.MeasureTheory.Integral.IntervalIntegral import Mathlib.Analysis.Calculus.Deriv.ZPow import Mathlib.Analysis.NormedSpace.Pointwise import Mathlib.Analysis.SpecialFunctions.NonIntegrable import Mathlib.Analysis.Analytic.Basic #align_import measure_theory.integral.circle_integral from "leanprover-communit...
Mathlib/MeasureTheory/Integral/CircleIntegral.lean
105
106
theorem circleMap_sub_center (c : ℂ) (R : ℝ) (θ : ℝ) : circleMap c R θ - c = circleMap 0 R θ := by
simp [circleMap]
2,286
import Mathlib.MeasureTheory.Integral.IntervalIntegral import Mathlib.Analysis.Calculus.Deriv.ZPow import Mathlib.Analysis.NormedSpace.Pointwise import Mathlib.Analysis.SpecialFunctions.NonIntegrable import Mathlib.Analysis.Analytic.Basic #align_import measure_theory.integral.circle_integral from "leanprover-communit...
Mathlib/MeasureTheory/Integral/CircleIntegral.lean
114
114
theorem abs_circleMap_zero (R : ℝ) (θ : ℝ) : abs (circleMap 0 R θ) = |R| := by
simp [circleMap]
2,286
import Mathlib.MeasureTheory.Integral.IntervalIntegral import Mathlib.Analysis.Calculus.Deriv.ZPow import Mathlib.Analysis.NormedSpace.Pointwise import Mathlib.Analysis.SpecialFunctions.NonIntegrable import Mathlib.Analysis.Analytic.Basic #align_import measure_theory.integral.circle_integral from "leanprover-communit...
Mathlib/MeasureTheory/Integral/CircleIntegral.lean
117
117
theorem circleMap_mem_sphere' (c : ℂ) (R : ℝ) (θ : ℝ) : circleMap c R θ ∈ sphere c |R| := by
simp
2,286
import Mathlib.MeasureTheory.Integral.IntervalIntegral import Mathlib.Analysis.Calculus.Deriv.ZPow import Mathlib.Analysis.NormedSpace.Pointwise import Mathlib.Analysis.SpecialFunctions.NonIntegrable import Mathlib.Analysis.Analytic.Basic #align_import measure_theory.integral.circle_integral from "leanprover-communit...
Mathlib/MeasureTheory/Integral/CircleIntegral.lean
120
122
theorem circleMap_mem_sphere (c : ℂ) {R : ℝ} (hR : 0 ≤ R) (θ : ℝ) : circleMap c R θ ∈ sphere c R := by
simpa only [_root_.abs_of_nonneg hR] using circleMap_mem_sphere' c R θ
2,286
import Mathlib.MeasureTheory.Integral.IntervalIntegral import Mathlib.Analysis.Calculus.Deriv.ZPow import Mathlib.Analysis.NormedSpace.Pointwise import Mathlib.Analysis.SpecialFunctions.NonIntegrable import Mathlib.Analysis.Analytic.Basic #align_import measure_theory.integral.circle_integral from "leanprover-communit...
Mathlib/MeasureTheory/Integral/CircleIntegral.lean
130
131
theorem circleMap_not_mem_ball (c : ℂ) (R : ℝ) (θ : ℝ) : circleMap c R θ ∉ ball c R := by
simp [dist_eq, le_abs_self]
2,286
import Mathlib.MeasureTheory.Integral.IntervalIntegral import Mathlib.Analysis.Calculus.Deriv.ZPow import Mathlib.Analysis.NormedSpace.Pointwise import Mathlib.Analysis.SpecialFunctions.NonIntegrable import Mathlib.Analysis.Analytic.Basic #align_import measure_theory.integral.circle_integral from "leanprover-communit...
Mathlib/MeasureTheory/Integral/CircleIntegral.lean
141
148
theorem range_circleMap (c : ℂ) (R : ℝ) : range (circleMap c R) = sphere c |R| := calc range (circleMap c R) = c +ᵥ R • range fun θ : ℝ => exp (θ * I) := by
simp (config := { unfoldPartialApp := true }) only [← image_vadd, ← image_smul, ← range_comp, vadd_eq_add, circleMap, Function.comp_def, real_smul] _ = sphere c |R| := by rw [Complex.range_exp_mul_I, smul_sphere R 0 zero_le_one] simp
2,286
import Mathlib.MeasureTheory.Integral.IntervalIntegral import Mathlib.Analysis.Calculus.Deriv.ZPow import Mathlib.Analysis.NormedSpace.Pointwise import Mathlib.Analysis.SpecialFunctions.NonIntegrable import Mathlib.Analysis.Analytic.Basic #align_import measure_theory.integral.circle_integral from "leanprover-communit...
Mathlib/MeasureTheory/Integral/CircleIntegral.lean
153
154
theorem image_circleMap_Ioc (c : ℂ) (R : ℝ) : circleMap c R '' Ioc 0 (2 * π) = sphere c |R| := by
rw [← range_circleMap, ← (periodic_circleMap c R).image_Ioc Real.two_pi_pos 0, zero_add]
2,286
import Mathlib.MeasureTheory.Integral.IntervalIntegral import Mathlib.Analysis.Calculus.Deriv.ZPow import Mathlib.Analysis.NormedSpace.Pointwise import Mathlib.Analysis.SpecialFunctions.NonIntegrable import Mathlib.Analysis.Analytic.Basic #align_import measure_theory.integral.circle_integral from "leanprover-communit...
Mathlib/MeasureTheory/Integral/CircleIntegral.lean
158
159
theorem circleMap_eq_center_iff {c : ℂ} {R : ℝ} {θ : ℝ} : circleMap c R θ = c ↔ R = 0 := by
simp [circleMap, exp_ne_zero]
2,286
import Mathlib.MeasureTheory.Integral.IntervalIntegral import Mathlib.Analysis.Calculus.Deriv.ZPow import Mathlib.Analysis.NormedSpace.Pointwise import Mathlib.Analysis.SpecialFunctions.NonIntegrable import Mathlib.Analysis.Analytic.Basic #align_import measure_theory.integral.circle_integral from "leanprover-communit...
Mathlib/MeasureTheory/Integral/CircleIntegral.lean
171
174
theorem hasDerivAt_circleMap (c : ℂ) (R : ℝ) (θ : ℝ) : HasDerivAt (circleMap c R) (circleMap 0 R θ * I) θ := by
simpa only [mul_assoc, one_mul, ofRealCLM_apply, circleMap, ofReal_one, zero_add] using (((ofRealCLM.hasDerivAt (x := θ)).mul_const I).cexp.const_mul (R : ℂ)).const_add c
2,286
import Mathlib.Data.Complex.Basic import Mathlib.MeasureTheory.Integral.CircleIntegral #align_import measure_theory.integral.circle_transform from "leanprover-community/mathlib"@"d11893b411025250c8e61ff2f12ccbd7ee35ab15" open Set MeasureTheory Metric Filter Function open scoped Interval Real noncomputable secti...
Mathlib/MeasureTheory/Integral/CircleTransform.lean
48
55
theorem circleTransformDeriv_periodic (f : ℂ → E) : Periodic (circleTransformDeriv R z w f) (2 * π) := by
have := periodic_circleMap simp_rw [Periodic] at * intro x simp_rw [circleTransformDeriv, this] congr 2 simp [this]
2,287
import Mathlib.Data.Complex.Basic import Mathlib.MeasureTheory.Integral.CircleIntegral #align_import measure_theory.integral.circle_transform from "leanprover-community/mathlib"@"d11893b411025250c8e61ff2f12ccbd7ee35ab15" open Set MeasureTheory Metric Filter Function open scoped Interval Real noncomputable secti...
Mathlib/MeasureTheory/Integral/CircleTransform.lean
58
65
theorem circleTransformDeriv_eq (f : ℂ → E) : circleTransformDeriv R z w f = fun θ => (circleMap z R θ - w)⁻¹ • circleTransform R z w f θ := by
ext simp_rw [circleTransformDeriv, circleTransform, ← mul_smul, ← mul_assoc] ring_nf rw [inv_pow] congr ring
2,287
import Mathlib.Data.Complex.Basic import Mathlib.MeasureTheory.Integral.CircleIntegral #align_import measure_theory.integral.circle_transform from "leanprover-community/mathlib"@"d11893b411025250c8e61ff2f12ccbd7ee35ab15" open Set MeasureTheory Metric Filter Function open scoped Interval Real noncomputable secti...
Mathlib/MeasureTheory/Integral/CircleTransform.lean
68
72
theorem integral_circleTransform (f : ℂ → E) : (∫ θ : ℝ in (0)..2 * π, circleTransform R z w f θ) = (2 * ↑π * I)⁻¹ • ∮ z in C(z, R), (z - w)⁻¹ • f z := by
simp_rw [circleTransform, circleIntegral, deriv_circleMap, circleMap] simp
2,287
import Mathlib.Data.Complex.Basic import Mathlib.MeasureTheory.Integral.CircleIntegral #align_import measure_theory.integral.circle_transform from "leanprover-community/mathlib"@"d11893b411025250c8e61ff2f12ccbd7ee35ab15" open Set MeasureTheory Metric Filter Function open scoped Interval Real noncomputable secti...
Mathlib/MeasureTheory/Integral/CircleTransform.lean
75
83
theorem continuous_circleTransform {R : ℝ} (hR : 0 < R) {f : ℂ → E} {z w : ℂ} (hf : ContinuousOn f <| sphere z R) (hw : w ∈ ball z R) : Continuous (circleTransform R z w f) := by
apply_rules [Continuous.smul, continuous_const] · simp_rw [deriv_circleMap] apply_rules [Continuous.mul, continuous_circleMap 0 R, continuous_const] · exact continuous_circleMap_inv hw · apply ContinuousOn.comp_continuous hf (continuous_circleMap z R) exact fun _ => (circleMap_mem_sphere _ hR.le) _
2,287
import Mathlib.Data.Complex.Basic import Mathlib.MeasureTheory.Integral.CircleIntegral #align_import measure_theory.integral.circle_transform from "leanprover-community/mathlib"@"d11893b411025250c8e61ff2f12ccbd7ee35ab15" open Set MeasureTheory Metric Filter Function open scoped Interval Real noncomputable secti...
Mathlib/MeasureTheory/Integral/CircleTransform.lean
86
90
theorem continuous_circleTransformDeriv {R : ℝ} (hR : 0 < R) {f : ℂ → E} {z w : ℂ} (hf : ContinuousOn f (sphere z R)) (hw : w ∈ ball z R) : Continuous (circleTransformDeriv R z w f) := by
rw [circleTransformDeriv_eq] exact (continuous_circleMap_inv hw).smul (continuous_circleTransform hR hf hw)
2,287
import Mathlib.Data.Complex.Basic import Mathlib.MeasureTheory.Integral.CircleIntegral #align_import measure_theory.integral.circle_transform from "leanprover-community/mathlib"@"d11893b411025250c8e61ff2f12ccbd7ee35ab15" open Set MeasureTheory Metric Filter Function open scoped Interval Real noncomputable secti...
Mathlib/MeasureTheory/Integral/CircleTransform.lean
98
106
theorem continuousOn_prod_circle_transform_function {R r : ℝ} (hr : r < R) {z : ℂ} : ContinuousOn (fun w : ℂ × ℝ => (circleMap z R w.snd - w.fst)⁻¹ ^ 2) (closedBall z r ×ˢ univ) := by
simp_rw [← one_div] apply_rules [ContinuousOn.pow, ContinuousOn.div, continuousOn_const] · exact ((continuous_circleMap z R).comp_continuousOn continuousOn_snd).sub continuousOn_fst · rintro ⟨a, b⟩ ⟨ha, -⟩ have ha2 : a ∈ ball z R := closedBall_subset_ball hr ha exact sub_ne_zero.2 (circleMap_ne_mem_bal...
2,287
import Mathlib.Data.Complex.Basic import Mathlib.MeasureTheory.Integral.CircleIntegral #align_import measure_theory.integral.circle_transform from "leanprover-community/mathlib"@"d11893b411025250c8e61ff2f12ccbd7ee35ab15" open Set MeasureTheory Metric Filter Function open scoped Interval Real noncomputable secti...
Mathlib/MeasureTheory/Integral/CircleTransform.lean
109
117
theorem continuousOn_abs_circleTransformBoundingFunction {R r : ℝ} (hr : r < R) (z : ℂ) : ContinuousOn (abs ∘ circleTransformBoundingFunction R z) (closedBall z r ×ˢ univ) := by
have : ContinuousOn (circleTransformBoundingFunction R z) (closedBall z r ×ˢ univ) := by apply_rules [ContinuousOn.smul, continuousOn_const] · simp only [deriv_circleMap] apply_rules [ContinuousOn.mul, (continuous_circleMap 0 R).comp_continuousOn continuousOn_snd, continuousOn_const] · simp...
2,287
import Mathlib.Data.Complex.Basic import Mathlib.MeasureTheory.Integral.CircleIntegral #align_import measure_theory.integral.circle_transform from "leanprover-community/mathlib"@"d11893b411025250c8e61ff2f12ccbd7ee35ab15" open Set MeasureTheory Metric Filter Function open scoped Interval Real noncomputable secti...
Mathlib/MeasureTheory/Integral/CircleTransform.lean
120
129
theorem abs_circleTransformBoundingFunction_le {R r : ℝ} (hr : r < R) (hr' : 0 ≤ r) (z : ℂ) : ∃ x : closedBall z r ×ˢ [[0, 2 * π]], ∀ y : closedBall z r ×ˢ [[0, 2 * π]], abs (circleTransformBoundingFunction R z y) ≤ abs (circleTransformBoundingFunction R z x) := by
have cts := continuousOn_abs_circleTransformBoundingFunction hr z have comp : IsCompact (closedBall z r ×ˢ [[0, 2 * π]]) := by apply_rules [IsCompact.prod, ProperSpace.isCompact_closedBall z r, isCompact_uIcc] have none : (closedBall z r ×ˢ [[0, 2 * π]]).Nonempty := (nonempty_closedBall.2 hr').prod nonem...
2,287
import Mathlib.Data.Complex.Basic import Mathlib.MeasureTheory.Integral.CircleIntegral #align_import measure_theory.integral.circle_transform from "leanprover-community/mathlib"@"d11893b411025250c8e61ff2f12ccbd7ee35ab15" open Set MeasureTheory Metric Filter Function open scoped Interval Real noncomputable secti...
Mathlib/MeasureTheory/Integral/CircleTransform.lean
133
152
theorem circleTransformDeriv_bound {R : ℝ} (hR : 0 < R) {z x : ℂ} {f : ℂ → ℂ} (hx : x ∈ ball z R) (hf : ContinuousOn f (sphere z R)) : ∃ B ε : ℝ, 0 < ε ∧ ball x ε ⊆ ball z R ∧ ∀ (t : ℝ), ∀ y ∈ ball x ε, ‖circleTransformDeriv R z y f t‖ ≤ B := by
obtain ⟨r, hr, hrx⟩ := exists_lt_mem_ball_of_mem_ball hx obtain ⟨ε', hε', H⟩ := exists_ball_subset_ball hrx obtain ⟨⟨⟨a, b⟩, ⟨ha, hb⟩⟩, hab⟩ := abs_circleTransformBoundingFunction_le hr (pos_of_mem_ball hrx).le z let V : ℝ → ℂ → ℂ := fun θ w => circleTransformDeriv R z w (fun _ => 1) θ obtain ⟨X, -, HX2⟩...
2,287
import Mathlib.MeasureTheory.Constructions.Prod.Integral import Mathlib.MeasureTheory.Integral.CircleIntegral #align_import measure_theory.integral.torus_integral from "leanprover-community/mathlib"@"fd5edc43dc4f10b85abfe544b88f82cf13c5f844" variable {n : ℕ} variable {E : Type*} [NormedAddCommGroup E] noncomputa...
Mathlib/MeasureTheory/Integral/TorusIntegral.lean
84
85
theorem torusMap_sub_center (c : ℂⁿ) (R : ℝⁿ) (θ : ℝⁿ) : torusMap c R θ - c = torusMap 0 R θ := by
ext1 i; simp [torusMap]
2,288
import Mathlib.MeasureTheory.Constructions.Prod.Integral import Mathlib.MeasureTheory.Integral.CircleIntegral #align_import measure_theory.integral.torus_integral from "leanprover-community/mathlib"@"fd5edc43dc4f10b85abfe544b88f82cf13c5f844" variable {n : ℕ} variable {E : Type*} [NormedAddCommGroup E] noncomputa...
Mathlib/MeasureTheory/Integral/TorusIntegral.lean
88
89
theorem torusMap_eq_center_iff {c : ℂⁿ} {R : ℝⁿ} {θ : ℝⁿ} : torusMap c R θ = c ↔ R = 0 := by
simp [funext_iff, torusMap, exp_ne_zero]
2,288
import Mathlib.MeasureTheory.Constructions.Prod.Integral import Mathlib.MeasureTheory.Integral.CircleIntegral #align_import measure_theory.integral.torus_integral from "leanprover-community/mathlib"@"fd5edc43dc4f10b85abfe544b88f82cf13c5f844" variable {n : ℕ} variable {E : Type*} [NormedAddCommGroup E] noncomputa...
Mathlib/MeasureTheory/Integral/TorusIntegral.lean
113
114
theorem torusIntegrable_const (a : E) (c : ℂⁿ) (R : ℝⁿ) : TorusIntegrable (fun _ => a) c R := by
simp [TorusIntegrable, measure_Icc_lt_top]
2,288
import Mathlib.MeasureTheory.Constructions.Prod.Integral import Mathlib.MeasureTheory.Integral.CircleIntegral #align_import measure_theory.integral.torus_integral from "leanprover-community/mathlib"@"fd5edc43dc4f10b85abfe544b88f82cf13c5f844" variable {n : ℕ} variable {E : Type*} [NormedAddCommGroup E] noncomputa...
Mathlib/MeasureTheory/Integral/TorusIntegral.lean
133
135
theorem torusIntegrable_zero_radius {f : ℂⁿ → E} {c : ℂⁿ} : TorusIntegrable f c 0 := by
rw [TorusIntegrable, torusMap_zero_radius] apply torusIntegrable_const (f c) c 0
2,288
import Mathlib.MeasureTheory.Constructions.Prod.Integral import Mathlib.MeasureTheory.Integral.CircleIntegral #align_import measure_theory.integral.torus_integral from "leanprover-community/mathlib"@"fd5edc43dc4f10b85abfe544b88f82cf13c5f844" variable {n : ℕ} variable {E : Type*} [NormedAddCommGroup E] noncomputa...
Mathlib/MeasureTheory/Integral/TorusIntegral.lean
139
144
theorem function_integrable [NormedSpace ℂ E] (hf : TorusIntegrable f c R) : IntegrableOn (fun θ : ℝⁿ => (∏ i, R i * exp (θ i * I) * I : ℂ) • f (torusMap c R θ)) (Icc (0 : ℝⁿ) fun _ => 2 * π) volume := by
refine (hf.norm.const_mul (∏ i, |R i|)).mono' ?_ ?_ · refine (Continuous.aestronglyMeasurable ?_).smul hf.1; continuity simp [norm_smul, map_prod]
2,288
import Mathlib.MeasureTheory.Constructions.Prod.Integral import Mathlib.MeasureTheory.Integral.CircleIntegral #align_import measure_theory.integral.torus_integral from "leanprover-community/mathlib"@"fd5edc43dc4f10b85abfe544b88f82cf13c5f844" variable {n : ℕ} variable {E : Type*} [NormedAddCommGroup E] noncomputa...
Mathlib/MeasureTheory/Integral/TorusIntegral.lean
160
163
theorem torusIntegral_radius_zero (hn : n ≠ 0) (f : ℂⁿ → E) (c : ℂⁿ) : (∯ x in T(c, 0), f x) = 0 := by
simp only [torusIntegral, Pi.zero_apply, ofReal_zero, mul_zero, zero_mul, Fin.prod_const, zero_pow hn, zero_smul, integral_zero]
2,288
import Mathlib.MeasureTheory.Constructions.Prod.Integral import Mathlib.MeasureTheory.Integral.CircleIntegral #align_import measure_theory.integral.torus_integral from "leanprover-community/mathlib"@"fd5edc43dc4f10b85abfe544b88f82cf13c5f844" variable {n : ℕ} variable {E : Type*} [NormedAddCommGroup E] noncomputa...
Mathlib/MeasureTheory/Integral/TorusIntegral.lean
166
167
theorem torusIntegral_neg (f : ℂⁿ → E) (c : ℂⁿ) (R : ℝⁿ) : (∯ x in T(c, R), -f x) = -∯ x in T(c, R), f x := by
simp [torusIntegral, integral_neg]
2,288
import Mathlib.MeasureTheory.Integral.IntervalIntegral #align_import measure_theory.integral.layercake from "leanprover-community/mathlib"@"08a4542bec7242a5c60f179e4e49de8c0d677b1b" noncomputable section open scoped ENNReal MeasureTheory Topology open Set MeasureTheory Filter Measure namespace MeasureTheory se...
Mathlib/MeasureTheory/Integral/Layercake.lean
73
82
theorem countable_meas_le_ne_meas_lt (g : α → R) : {t : R | μ {a : α | t ≤ g a} ≠ μ {a : α | t < g a}}.Countable := by
-- the target set is contained in the set of points where the function `t ↦ μ {a : α | t ≤ g a}` -- jumps down on the right of `t`. This jump set is countable for any function. let F : R → ℝ≥0∞ := fun t ↦ μ {a : α | t ≤ g a} apply (countable_image_gt_image_Ioi F).mono intro t ht have : μ {a | t < g a} < μ ...
2,289
import Mathlib.MeasureTheory.Integral.IntervalIntegral #align_import measure_theory.integral.layercake from "leanprover-community/mathlib"@"08a4542bec7242a5c60f179e4e49de8c0d677b1b" noncomputable section open scoped ENNReal MeasureTheory Topology open Set MeasureTheory Filter Measure namespace MeasureTheory se...
Mathlib/MeasureTheory/Integral/Layercake.lean
105
183
theorem lintegral_comp_eq_lintegral_meas_le_mul_of_measurable_of_sigmaFinite (μ : Measure α) [SigmaFinite μ] (f_nn : 0 ≤ f) (f_mble : Measurable f) (g_intble : ∀ t > 0, IntervalIntegrable g volume 0 t) (g_mble : Measurable g) (g_nn : ∀ t > 0, 0 ≤ g t) : ∫⁻ ω, ENNReal.ofReal (∫ t in (0)..f ω, g t) ∂μ...
have g_intble' : ∀ t : ℝ, 0 ≤ t → IntervalIntegrable g volume 0 t := by intro t ht cases' eq_or_lt_of_le ht with h h · simp [← h] · exact g_intble t h have integrand_eq : ∀ ω, ENNReal.ofReal (∫ t in (0)..f ω, g t) = ∫⁻ t in Ioc 0 (f ω), ENNReal.ofReal (g t) := by intro ω have g_ae_nn ...
2,289
import Mathlib.Analysis.SpecialFunctions.Integrals import Mathlib.MeasureTheory.Integral.Layercake #align_import measure_theory.integral.layercake from "leanprover-community/mathlib"@"08a4542bec7242a5c60f179e4e49de8c0d677b1b" open Set namespace MeasureTheory variable {α : Type*} [MeasurableSpace α] {f : α → ℝ} (...
Mathlib/Analysis/SpecialFunctions/Pow/Integral.lean
50
72
theorem lintegral_rpow_eq_lintegral_meas_le_mul : ∫⁻ ω, ENNReal.ofReal (f ω ^ p) ∂μ = ENNReal.ofReal p * ∫⁻ t in Ioi 0, μ {a : α | t ≤ f a} * ENNReal.ofReal (t ^ (p - 1)) := by
have one_lt_p : -1 < p - 1 := by linarith have obs : ∀ x : ℝ, ∫ t : ℝ in (0)..x, t ^ (p - 1) = x ^ p / p := by intro x rw [integral_rpow (Or.inl one_lt_p)] simp [Real.zero_rpow p_pos.ne.symm] set g := fun t : ℝ => t ^ (p - 1) have g_nn : ∀ᵐ t ∂volume.restrict (Ioi (0 : ℝ)), 0 ≤ g t := by filter...
2,290
import Mathlib.MeasureTheory.Measure.ProbabilityMeasure import Mathlib.MeasureTheory.Measure.Lebesgue.Basic import Mathlib.MeasureTheory.Integral.Layercake import Mathlib.MeasureTheory.Integral.BoundedContinuousFunction #align_import measure_theory.measure.portmanteau from "leanprover-community/mathlib"@"fd5edc43dc4f...
Mathlib/MeasureTheory/Measure/Portmanteau.lean
105
123
theorem le_measure_compl_liminf_of_limsup_measure_le {ι : Type*} {L : Filter ι} {μ : Measure Ω} {μs : ι → Measure Ω} [IsProbabilityMeasure μ] [∀ i, IsProbabilityMeasure (μs i)] {E : Set Ω} (E_mble : MeasurableSet E) (h : (L.limsup fun i => μs i E) ≤ μ E) : μ Eᶜ ≤ L.liminf fun i => μs i Eᶜ := by
rcases L.eq_or_neBot with rfl | hne · simp only [liminf_bot, le_top] have meas_Ec : μ Eᶜ = 1 - μ E := by simpa only [measure_univ] using measure_compl E_mble (measure_lt_top μ E).ne have meas_i_Ec : ∀ i, μs i Eᶜ = 1 - μs i E := by intro i simpa only [measure_univ] using measure_compl E_mble (measur...
2,291
import Mathlib.MeasureTheory.Measure.ProbabilityMeasure import Mathlib.MeasureTheory.Measure.Lebesgue.Basic import Mathlib.MeasureTheory.Integral.Layercake import Mathlib.MeasureTheory.Integral.BoundedContinuousFunction #align_import measure_theory.measure.portmanteau from "leanprover-community/mathlib"@"fd5edc43dc4f...
Mathlib/MeasureTheory/Measure/Portmanteau.lean
133
151
theorem limsup_measure_compl_le_of_le_liminf_measure {ι : Type*} {L : Filter ι} {μ : Measure Ω} {μs : ι → Measure Ω} [IsProbabilityMeasure μ] [∀ i, IsProbabilityMeasure (μs i)] {E : Set Ω} (E_mble : MeasurableSet E) (h : μ E ≤ L.liminf fun i => μs i E) : (L.limsup fun i => μs i Eᶜ) ≤ μ Eᶜ := by
rcases L.eq_or_neBot with rfl | hne · simp only [limsup_bot, bot_le] have meas_Ec : μ Eᶜ = 1 - μ E := by simpa only [measure_univ] using measure_compl E_mble (measure_lt_top μ E).ne have meas_i_Ec : ∀ i, μs i Eᶜ = 1 - μs i E := by intro i simpa only [measure_univ] using measure_compl E_mble (measur...
2,291
import Mathlib.MeasureTheory.Measure.ProbabilityMeasure import Mathlib.MeasureTheory.Measure.Lebesgue.Basic import Mathlib.MeasureTheory.Integral.Layercake import Mathlib.MeasureTheory.Integral.BoundedContinuousFunction #align_import measure_theory.measure.portmanteau from "leanprover-community/mathlib"@"fd5edc43dc4f...
Mathlib/MeasureTheory/Measure/Portmanteau.lean
172
183
theorem limsup_measure_closed_le_iff_liminf_measure_open_ge {ι : Type*} {L : Filter ι} {μ : Measure Ω} {μs : ι → Measure Ω} [IsProbabilityMeasure μ] [∀ i, IsProbabilityMeasure (μs i)] : (∀ F, IsClosed F → (L.limsup fun i => μs i F) ≤ μ F) ↔ ∀ G, IsOpen G → μ G ≤ L.liminf fun i => μs i G := by
constructor · intro h G G_open exact le_measure_liminf_of_limsup_measure_compl_le G_open.measurableSet (h Gᶜ (isClosed_compl_iff.mpr G_open)) · intro h F F_closed exact limsup_measure_le_of_le_liminf_measure_compl F_closed.measurableSet (h Fᶜ (isOpen_compl_iff.mpr F_closed))
2,291
import Mathlib.Analysis.SpecialFunctions.Integrals import Mathlib.MeasureTheory.Measure.Lebesgue.EqHaar import Mathlib.MeasureTheory.Integral.Layercake #align_import analysis.special_functions.japanese_bracket from "leanprover-community/mathlib"@"fd5edc43dc4f10b85abfe544b88f82cf13c5f844" noncomputable section op...
Mathlib/Analysis/SpecialFunctions/JapaneseBracket.lean
36
38
theorem sqrt_one_add_norm_sq_le (x : E) : √((1 : ℝ) + ‖x‖ ^ 2) ≤ 1 + ‖x‖ := by
rw [sqrt_le_left (by positivity)] simp [add_sq]
2,292
import Mathlib.Analysis.SpecialFunctions.Integrals import Mathlib.MeasureTheory.Measure.Lebesgue.EqHaar import Mathlib.MeasureTheory.Integral.Layercake #align_import analysis.special_functions.japanese_bracket from "leanprover-community/mathlib"@"fd5edc43dc4f10b85abfe544b88f82cf13c5f844" noncomputable section op...
Mathlib/Analysis/SpecialFunctions/JapaneseBracket.lean
41
46
theorem one_add_norm_le_sqrt_two_mul_sqrt (x : E) : (1 : ℝ) + ‖x‖ ≤ √2 * √(1 + ‖x‖ ^ 2) := by
rw [← sqrt_mul zero_le_two] have := sq_nonneg (‖x‖ - 1) apply le_sqrt_of_sq_le linarith
2,292
import Mathlib.Analysis.SpecialFunctions.Integrals import Mathlib.MeasureTheory.Measure.Lebesgue.EqHaar import Mathlib.MeasureTheory.Integral.Layercake #align_import analysis.special_functions.japanese_bracket from "leanprover-community/mathlib"@"fd5edc43dc4f10b85abfe544b88f82cf13c5f844" noncomputable section op...
Mathlib/Analysis/SpecialFunctions/JapaneseBracket.lean
49
59
theorem rpow_neg_one_add_norm_sq_le {r : ℝ} (x : E) (hr : 0 < r) : ((1 : ℝ) + ‖x‖ ^ 2) ^ (-r / 2) ≤ (2 : ℝ) ^ (r / 2) * (1 + ‖x‖) ^ (-r) := calc ((1 : ℝ) + ‖x‖ ^ 2) ^ (-r / 2) = (2 : ℝ) ^ (r / 2) * ((√2 * √((1 : ℝ) + ‖x‖ ^ 2)) ^ r)⁻¹ := by
rw [rpow_div_two_eq_sqrt, rpow_div_two_eq_sqrt, mul_rpow, mul_inv, rpow_neg, mul_inv_cancel_left₀] <;> positivity _ ≤ (2 : ℝ) ^ (r / 2) * ((1 + ‖x‖) ^ r)⁻¹ := by gcongr apply one_add_norm_le_sqrt_two_mul_sqrt _ = (2 : ℝ) ^ (r / 2) * (1 + ‖x‖) ^ (-r) := by rw [rpow_neg]; positivity
2,292
import Mathlib.Analysis.SpecialFunctions.Integrals import Mathlib.MeasureTheory.Measure.Lebesgue.EqHaar import Mathlib.MeasureTheory.Integral.Layercake #align_import analysis.special_functions.japanese_bracket from "leanprover-community/mathlib"@"fd5edc43dc4f10b85abfe544b88f82cf13c5f844" noncomputable section op...
Mathlib/Analysis/SpecialFunctions/JapaneseBracket.lean
62
65
theorem le_rpow_one_add_norm_iff_norm_le {r t : ℝ} (hr : 0 < r) (ht : 0 < t) (x : E) : t ≤ (1 + ‖x‖) ^ (-r) ↔ ‖x‖ ≤ t ^ (-r⁻¹) - 1 := by
rw [le_sub_iff_add_le', neg_inv] exact (Real.le_rpow_inv_iff_of_neg (by positivity) ht (neg_lt_zero.mpr hr)).symm
2,292
import Mathlib.Analysis.SpecialFunctions.Integrals import Mathlib.MeasureTheory.Measure.Lebesgue.EqHaar import Mathlib.MeasureTheory.Integral.Layercake #align_import analysis.special_functions.japanese_bracket from "leanprover-community/mathlib"@"fd5edc43dc4f10b85abfe544b88f82cf13c5f844" noncomputable section op...
Mathlib/Analysis/SpecialFunctions/JapaneseBracket.lean
70
73
theorem closedBall_rpow_sub_one_eq_empty_aux {r t : ℝ} (hr : 0 < r) (ht : 1 < t) : Metric.closedBall (0 : E) (t ^ (-r⁻¹) - 1) = ∅ := by
rw [Metric.closedBall_eq_empty, sub_neg] exact Real.rpow_lt_one_of_one_lt_of_neg ht (by simp only [hr, Right.neg_neg_iff, inv_pos])
2,292
import Mathlib.Analysis.SpecialFunctions.Integrals import Mathlib.MeasureTheory.Measure.Lebesgue.EqHaar import Mathlib.MeasureTheory.Integral.Layercake #align_import analysis.special_functions.japanese_bracket from "leanprover-community/mathlib"@"fd5edc43dc4f10b85abfe544b88f82cf13c5f844" noncomputable section op...
Mathlib/Analysis/SpecialFunctions/JapaneseBracket.lean
79
95
theorem finite_integral_rpow_sub_one_pow_aux {r : ℝ} (n : ℕ) (hnr : (n : ℝ) < r) : (∫⁻ x : ℝ in Ioc 0 1, ENNReal.ofReal ((x ^ (-r⁻¹) - 1) ^ n)) < ∞ := by
have hr : 0 < r := lt_of_le_of_lt n.cast_nonneg hnr have h_int : ∀ x : ℝ, x ∈ Ioc (0 : ℝ) 1 → ENNReal.ofReal ((x ^ (-r⁻¹) - 1) ^ n) ≤ ENNReal.ofReal (x ^ (-(r⁻¹ * n))) := fun x hx ↦ by apply ENNReal.ofReal_le_ofReal rw [← neg_mul, rpow_mul hx.1.le, rpow_natCast] refine pow_le_pow_left ?_ (by simp...
2,292
import Mathlib.Analysis.SpecialFunctions.Integrals import Mathlib.MeasureTheory.Measure.Lebesgue.EqHaar import Mathlib.MeasureTheory.Integral.Layercake #align_import analysis.special_functions.japanese_bracket from "leanprover-community/mathlib"@"fd5edc43dc4f10b85abfe544b88f82cf13c5f844" noncomputable section op...
Mathlib/Analysis/SpecialFunctions/JapaneseBracket.lean
100
139
theorem finite_integral_one_add_norm {r : ℝ} (hnr : (finrank ℝ E : ℝ) < r) : (∫⁻ x : E, ENNReal.ofReal ((1 + ‖x‖) ^ (-r)) ∂μ) < ∞ := by
have hr : 0 < r := lt_of_le_of_lt (finrank ℝ E).cast_nonneg hnr -- We start by applying the layer cake formula have h_meas : Measurable fun ω : E => (1 + ‖ω‖) ^ (-r) := -- Porting note: was `by measurability` (measurable_norm.const_add _).pow_const _ have h_pos : ∀ x : E, 0 ≤ (1 + ‖x‖) ^ (-r) := fun x ...
2,292
import Mathlib.Analysis.Calculus.ContDiff.Bounds import Mathlib.Analysis.Calculus.IteratedDeriv.Defs import Mathlib.Analysis.Calculus.LineDeriv.Basic import Mathlib.Analysis.LocallyConvex.WithSeminorms import Mathlib.Analysis.Normed.Group.ZeroAtInfty import Mathlib.Analysis.SpecialFunctions.Pow.Real import Mathlib.Ana...
Mathlib/Analysis/Distribution/SchwartzSpace.lean
103
106
theorem decay (f : 𝓢(E, F)) (k n : ℕ) : ∃ C : ℝ, 0 < C ∧ ∀ x, ‖x‖ ^ k * ‖iteratedFDeriv ℝ n f x‖ ≤ C := by
rcases f.decay' k n with ⟨C, hC⟩ exact ⟨max C 1, by positivity, fun x => (hC x).trans (le_max_left _ _)⟩
2,293
import Mathlib.Analysis.Calculus.ContDiff.Bounds import Mathlib.Analysis.Calculus.IteratedDeriv.Defs import Mathlib.Analysis.Calculus.LineDeriv.Basic import Mathlib.Analysis.LocallyConvex.WithSeminorms import Mathlib.Analysis.Normed.Group.ZeroAtInfty import Mathlib.Analysis.SpecialFunctions.Pow.Real import Mathlib.Ana...
Mathlib/Analysis/Distribution/SchwartzSpace.lean
145
153
theorem isBigO_cocompact_zpow_neg_nat (k : ℕ) : f =O[cocompact E] fun x => ‖x‖ ^ (-k : ℤ) := by
obtain ⟨d, _, hd'⟩ := f.decay k 0 simp only [norm_iteratedFDeriv_zero] at hd' simp_rw [Asymptotics.IsBigO, Asymptotics.IsBigOWith] refine ⟨d, Filter.Eventually.filter_mono Filter.cocompact_le_cofinite ?_⟩ refine (Filter.eventually_cofinite_ne 0).mono fun x hx => ?_ rw [Real.norm_of_nonneg (zpow_nonneg (nor...
2,293
import Mathlib.Analysis.Calculus.ContDiff.Bounds import Mathlib.Analysis.Calculus.IteratedDeriv.Defs import Mathlib.Analysis.Calculus.LineDeriv.Basic import Mathlib.Analysis.LocallyConvex.WithSeminorms import Mathlib.Analysis.Normed.Group.ZeroAtInfty import Mathlib.Analysis.SpecialFunctions.Pow.Real import Mathlib.Ana...
Mathlib/Analysis/Distribution/SchwartzSpace.lean
157
169
theorem isBigO_cocompact_rpow [ProperSpace E] (s : ℝ) : f =O[cocompact E] fun x => ‖x‖ ^ s := by
let k := ⌈-s⌉₊ have hk : -(k : ℝ) ≤ s := neg_le.mp (Nat.le_ceil (-s)) refine (isBigO_cocompact_zpow_neg_nat f k).trans ?_ suffices (fun x : ℝ => x ^ (-k : ℤ)) =O[atTop] fun x : ℝ => x ^ s from this.comp_tendsto tendsto_norm_cocompact_atTop simp_rw [Asymptotics.IsBigO, Asymptotics.IsBigOWith] refine ⟨1,...
2,293
import Mathlib.Analysis.Calculus.ContDiff.Bounds import Mathlib.Analysis.Calculus.IteratedDeriv.Defs import Mathlib.Analysis.Calculus.LineDeriv.Basic import Mathlib.Analysis.LocallyConvex.WithSeminorms import Mathlib.Analysis.Normed.Group.ZeroAtInfty import Mathlib.Analysis.SpecialFunctions.Pow.Real import Mathlib.Ana...
Mathlib/Analysis/Distribution/SchwartzSpace.lean
173
175
theorem isBigO_cocompact_zpow [ProperSpace E] (k : ℤ) : f =O[cocompact E] fun x => ‖x‖ ^ k := by
simpa only [Real.rpow_intCast] using isBigO_cocompact_rpow f k
2,293
import Mathlib.Analysis.Calculus.ContDiff.Bounds import Mathlib.Analysis.Calculus.IteratedDeriv.Defs import Mathlib.Analysis.Calculus.LineDeriv.Basic import Mathlib.Analysis.LocallyConvex.WithSeminorms import Mathlib.Analysis.Normed.Group.ZeroAtInfty import Mathlib.Analysis.SpecialFunctions.Pow.Real import Mathlib.Ana...
Mathlib/Analysis/Distribution/SchwartzSpace.lean
194
200
theorem decay_add_le_aux (k n : ℕ) (f g : 𝓢(E, F)) (x : E) : ‖x‖ ^ k * ‖iteratedFDeriv ℝ n ((f : E → F) + (g : E → F)) x‖ ≤ ‖x‖ ^ k * ‖iteratedFDeriv ℝ n f x‖ + ‖x‖ ^ k * ‖iteratedFDeriv ℝ n g x‖ := by
rw [← mul_add] refine mul_le_mul_of_nonneg_left ?_ (by positivity) rw [iteratedFDeriv_add_apply (f.smooth _) (g.smooth _)] exact norm_add_le _ _
2,293
import Mathlib.Analysis.Calculus.ContDiff.Bounds import Mathlib.Analysis.Calculus.IteratedDeriv.Defs import Mathlib.Analysis.Calculus.LineDeriv.Basic import Mathlib.Analysis.LocallyConvex.WithSeminorms import Mathlib.Analysis.Normed.Group.ZeroAtInfty import Mathlib.Analysis.SpecialFunctions.Pow.Real import Mathlib.Ana...
Mathlib/Analysis/Distribution/SchwartzSpace.lean
203
205
theorem decay_neg_aux (k n : ℕ) (f : 𝓢(E, F)) (x : E) : ‖x‖ ^ k * ‖iteratedFDeriv ℝ n (-f : E → F) x‖ = ‖x‖ ^ k * ‖iteratedFDeriv ℝ n f x‖ := by
rw [iteratedFDeriv_neg_apply, norm_neg]
2,293
import Mathlib.Analysis.Calculus.ContDiff.Bounds import Mathlib.Analysis.Calculus.IteratedDeriv.Defs import Mathlib.Analysis.Calculus.LineDeriv.Basic import Mathlib.Analysis.LocallyConvex.WithSeminorms import Mathlib.Analysis.Normed.Group.ZeroAtInfty import Mathlib.Analysis.SpecialFunctions.Pow.Real import Mathlib.Ana...
Mathlib/Analysis/Distribution/SchwartzSpace.lean
210
214
theorem decay_smul_aux (k n : ℕ) (f : 𝓢(E, F)) (c : 𝕜) (x : E) : ‖x‖ ^ k * ‖iteratedFDeriv ℝ n (c • (f : E → F)) x‖ = ‖c‖ * ‖x‖ ^ k * ‖iteratedFDeriv ℝ n f x‖ := by
rw [mul_comm ‖c‖, mul_assoc, iteratedFDeriv_const_smul_apply (f.smooth _), norm_smul c (iteratedFDeriv ℝ n (⇑f) x)]
2,293
import Mathlib.Analysis.Calculus.ContDiff.Bounds import Mathlib.Analysis.Calculus.IteratedDeriv.Defs import Mathlib.Analysis.Calculus.LineDeriv.Basic import Mathlib.Analysis.LocallyConvex.WithSeminorms import Mathlib.Analysis.Normed.Group.ZeroAtInfty import Mathlib.Analysis.SpecialFunctions.Pow.Real import Mathlib.Ana...
Mathlib/Analysis/Distribution/SchwartzSpace.lean
613
629
theorem _root_.Function.HasTemperateGrowth.norm_iteratedFDeriv_le_uniform_aux {f : E → F} (hf_temperate : f.HasTemperateGrowth) (n : ℕ) : ∃ (k : ℕ) (C : ℝ), 0 ≤ C ∧ ∀ N ≤ n, ∀ x : E, ‖iteratedFDeriv ℝ N f x‖ ≤ C * (1 + ‖x‖) ^ k := by
choose k C f using hf_temperate.2 use (Finset.range (n + 1)).sup k let C' := max (0 : ℝ) ((Finset.range (n + 1)).sup' (by simp) C) have hC' : 0 ≤ C' := by simp only [C', le_refl, Finset.le_sup'_iff, true_or_iff, le_max_iff] use C', hC' intro N hN x rw [← Finset.mem_range_succ_iff] at hN refine le_trans...
2,293
import Mathlib.Analysis.SpecialFunctions.JapaneseBracket import Mathlib.Analysis.SpecialFunctions.Integrals import Mathlib.MeasureTheory.Group.Integral import Mathlib.MeasureTheory.Integral.IntegralEqImproper import Mathlib.MeasureTheory.Measure.Lebesgue.Integral #align_import analysis.special_functions.improper_inte...
Mathlib/Analysis/SpecialFunctions/ImproperIntegrals.lean
32
38
theorem integrableOn_exp_Iic (c : ℝ) : IntegrableOn exp (Iic c) := by
refine integrableOn_Iic_of_intervalIntegral_norm_bounded (exp c) c (fun y => intervalIntegrable_exp.1) tendsto_id (eventually_of_mem (Iic_mem_atBot 0) fun y _ => ?_) simp_rw [norm_of_nonneg (exp_pos _).le, integral_exp, sub_le_self_iff] exact (exp_pos _).le
2,294
import Mathlib.Analysis.SpecialFunctions.JapaneseBracket import Mathlib.Analysis.SpecialFunctions.Integrals import Mathlib.MeasureTheory.Group.Integral import Mathlib.MeasureTheory.Integral.IntegralEqImproper import Mathlib.MeasureTheory.Measure.Lebesgue.Integral #align_import analysis.special_functions.improper_inte...
Mathlib/Analysis/SpecialFunctions/ImproperIntegrals.lean
41
46
theorem integral_exp_Iic (c : ℝ) : ∫ x : ℝ in Iic c, exp x = exp c := by
refine tendsto_nhds_unique (intervalIntegral_tendsto_integral_Iic _ (integrableOn_exp_Iic _) tendsto_id) ?_ simp_rw [integral_exp, show 𝓝 (exp c) = 𝓝 (exp c - 0) by rw [sub_zero]] exact tendsto_exp_atBot.const_sub _
2,294
import Mathlib.Analysis.SpecialFunctions.JapaneseBracket import Mathlib.Analysis.SpecialFunctions.Integrals import Mathlib.MeasureTheory.Group.Integral import Mathlib.MeasureTheory.Integral.IntegralEqImproper import Mathlib.MeasureTheory.Measure.Lebesgue.Integral #align_import analysis.special_functions.improper_inte...
Mathlib/Analysis/SpecialFunctions/ImproperIntegrals.lean
53
54
theorem integral_exp_neg_Ioi (c : ℝ) : (∫ x : ℝ in Ioi c, exp (-x)) = exp (-c) := by
simpa only [integral_comp_neg_Ioi] using integral_exp_Iic (-c)
2,294
import Mathlib.Analysis.SpecialFunctions.JapaneseBracket import Mathlib.Analysis.SpecialFunctions.Integrals import Mathlib.MeasureTheory.Group.Integral import Mathlib.MeasureTheory.Integral.IntegralEqImproper import Mathlib.MeasureTheory.Measure.Lebesgue.Integral #align_import analysis.special_functions.improper_inte...
Mathlib/Analysis/SpecialFunctions/ImproperIntegrals.lean
57
58
theorem integral_exp_neg_Ioi_zero : (∫ x : ℝ in Ioi 0, exp (-x)) = 1 := by
simpa only [neg_zero, exp_zero] using integral_exp_neg_Ioi 0
2,294
import Mathlib.Analysis.SpecialFunctions.JapaneseBracket import Mathlib.Analysis.SpecialFunctions.Integrals import Mathlib.MeasureTheory.Group.Integral import Mathlib.MeasureTheory.Integral.IntegralEqImproper import Mathlib.MeasureTheory.Measure.Lebesgue.Integral #align_import analysis.special_functions.improper_inte...
Mathlib/Analysis/SpecialFunctions/ImproperIntegrals.lean
62
73
theorem integrableOn_Ioi_rpow_of_lt {a : ℝ} (ha : a < -1) {c : ℝ} (hc : 0 < c) : IntegrableOn (fun t : ℝ => t ^ a) (Ioi c) := by
have hd : ∀ x ∈ Ici c, HasDerivAt (fun t => t ^ (a + 1) / (a + 1)) (x ^ a) x := by intro x hx -- Porting note: helped `convert` with explicit arguments convert (hasDerivAt_rpow_const (p := a + 1) (Or.inl (hc.trans_le hx).ne')).div_const _ using 1 field_simp [show a + 1 ≠ 0 from ne_of_lt (by linarith)...
2,294