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Project-declaredLean 4.32.0 · mathlib@81a5d257c8e4

Gradient dist norm Power Series log

Space.gradient_dist_normPowerSeries_log

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 {d : ℕ} {n : ℕ} :
    ∇ᵈ (distOfFunction (fun x : Space d => Real.log (normPowerSeries n x)) (by fun_prop)) =
    distOfFunction (fun x : Space d => ((normPowerSeries n x) ^ (- 2 : ℤ)) • basis.repr x)
    (by fun_prop)

Formal artifact

Lean source

Canonical source
Full Lean sourceLean 4
lemma gradient_dist_normPowerSeries_log {d : } {n : } :    ∇ᵈ (distOfFunction (fun x : Space d => Real.log (normPowerSeries n x)) (by fun_prop)) =    distOfFunction (fun x : Space d => ((normPowerSeries n x) ^ (- 2 : )) • basis.repr x)    (by fun_prop) := by  ext1 η  refine ext_inner_right  fun y => ?_  simp [distGrad_inner_eq]  rw [Distribution.fderivD_apply, distOfFunction_apply, distOfFunction_inner]  calc _    _ = - ∫ (x : Space d), fderiv  η x (basis.repr.symm y) * Real.log (normPowerSeries n x) := by      rfl    _ = ∫ (x : Space d), η x *        fderiv  (fun x => Real.log (normPowerSeries n x)) x (basis.repr.symm y) := by      rw [integral_mul_fderiv_eq_neg_fderiv_mul_of_integrable]      · fun_prop      · refine IsDistBounded.integrable_space_mul ?_ η        simp only [fderiv_log_normPowerSeries]        fun_prop      · fun_prop      · fun_prop      · exact fun _ _ => Differentiable.differentiableAt (by fun_prop)    _ = ∫ (x : Space d), η x * (⟪basis.repr.symm y, x⟫_ * (normPowerSeries n x) ^ (- 2 : )) := by      simp only [fderiv_log_normPowerSeries]  congr  funext x  simp [inner_smul_left_eq_smul]  left  rw [real_inner_comm, basis_repr_inner_eq]  ring
Project
Physlib
License
Apache-2.0
Commit
dd43e9e65791
Source
Physlib/SpaceAndTime/Space/Norm/Basic.lean:533-561

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