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Project-declaredLean 4.32.0 · mathlib@81a5d257c8e4

Gradient dist norm Power Series log tends To dist Grad norm

Space.gradient_dist_normPowerSeries_log_tendsTo_distGrad_norm

Project documentation

A power series which is differentiable everywhere, and in the limit as n → ∞ tends to ‖x‖. -/ def normPowerSeries {d} : ℕ → Space d → ℝ := fun n x => √(‖x‖ ^ 2 + 1/(n + 1)) lemma normPowerSeries_eq (n : ℕ) : normPowerSeries (d := d) n = fun x => √(‖x‖ ^ 2 + 1/(n + 1)) := rfl lemma normPowerSeries_eq_rpow {d} (n : ℕ) : normPowerSeries (d := d) n = fun...

Exact Lean statement

lemma gradient_dist_normPowerSeries_log_tendsTo_distGrad_norm {d : ℕ} (hd : 2 ≤ d)
    (η : 𝓢(Space d, ℝ)) (y : EuclideanSpace ℝ (Fin d)) :
    Filter.Tendsto (fun n =>
    ⟪(∇ᵈ (distOfFunction
    (fun x : Space d => Real.log (normPowerSeries n x)) (by fun_prop))) η, y⟫_ℝ)
    Filter.atTop
    (𝓝 (⟪∇ᵈ (distOfFunction (fun x : Space d => Real.log ‖x‖)
    (IsDistBounded.log_norm)) η, y⟫_ℝ))

Formal artifact

Lean source

Canonical source
Full Lean sourceLean 4
lemma gradient_dist_normPowerSeries_log_tendsTo_distGrad_norm {d : } (hd : 2  d)    (η : 𝓢(Space d, )) (y : EuclideanSpace  (Fin d)) :    Filter.Tendsto (fun n =>    ⟪(∇ᵈ (distOfFunction    (fun x : Space d => Real.log (normPowerSeries n x)) (by fun_prop))) η, y⟫_)    Filter.atTop    (𝓝 (⟪∇ᵈ (distOfFunction (fun x : Space d => Real.log ‖x‖)    (IsDistBounded.log_norm)) η, y⟫_)) := by  haveI : NeZero d := by omega  simp only [distGrad_inner_eq, Distribution.fderivD_apply, distOfFunction_apply]  change Filter.Tendsto (fun n => -    ∫ (x : Space d), fderiv  η x (basis.repr.symm y) * Real.log (normPowerSeries n x))    Filter.atTop (𝓝 (- ∫ (x : Space d), fderiv  η x (basis.repr.symm y) * Real.log ‖x‖))  apply Filter.Tendsto.neg  apply MeasureTheory.tendsto_integral_of_dominated_convergence    (bound := fun x => |fderiv  η x (basis.repr.symm y)| * (‖x‖⁻¹ + (‖x‖ + 1)))  · intro n    exact IsDistBounded.aeStronglyMeasurable_fderiv_schwartzMap_smul (F := ) (by fun_prop) η _  · have h1 : Integrable (fun x => (fderiv  (⇑η) x) (basis.repr.symm y) *        (‖x‖⁻¹ + (‖x‖ + 1))) volume := by      apply IsDistBounded.integrable_space_fderiv        (IsDistBounded.add IsDistBounded.inv (by fun_prop))    refine h1.abs.congr (ae_of_all _ fun x => ?_)    simp only [abs_mul]    congr 1    exact abs_of_nonneg (by positivity)  · intro n    filter_upwards [Measure.ae_ne volume 0] with x hx    simp only [norm_mul, Real.norm_eq_abs]    exact mul_le_mul_of_nonneg_left (normPowerSeries_log_le n x hx) (abs_nonneg _)  · filter_upwards [Measure.ae_ne volume 0] with x hx    exact tendsto_const_nhds.mul      ((normPowerSeries_tendsto x hx).log (norm_ne_zero_iff.mpr hx))
Project
Physlib
License
Apache-2.0
Commit
dd43e9e65791
Source
Physlib/SpaceAndTime/Space/Norm/Basic.lean:569-601

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