openAI-math-dataset / lean /OAI /Analysis /AncientFlat /Kernel /KernelMollifier.lean
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Add lean source and binary files (part 10)
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import OAI.Analysis.AncientFlat.Kernel.ClassicalBase
import OAI.Analysis.AncientFlat.Kernel.SchwartzIBP
namespace OAI
noncomputable section
open Set Filter MeasureTheory
open scoped Topology ContDiff SchwartzMap ZeroAtInfty
namespace FlatDuality
open BiharmonicKernel ParametrixUniqueness
variable {V : Type} [NormedAddCommGroup V] [InnerProductSpace ℝ V]
[FiniteDimensional ℝ V] [MeasurableSpace V] [BorelSpace V]
def kernelMoment : ℝ := ∫ x : V, ‖x‖*‖heatKernel 1 zero_lt_one x‖
lemma kernelMoment_nonneg : 0≤kernelMoment (V := V) := integral_nonneg (fun point => mul_nonneg (norm_nonneg point) (norm_nonneg _))
lemma kernel_moment_integrable (t : ℝ) (ht : 0<t) : Integrable (fun x : V => ‖x‖*‖kernel t x‖) := by
rw [←heatKernel_eq_kernel t ht]
simpa only [pow_one] using (heatKernel (V := V) t ht).integrable_pow_mul volume 1
lemma kernel_moment_scaling (r : ℝ) (hr : 0<r) :
(∫ x : V, ‖x‖*‖kernel (r^4) x‖)=r*kernelMoment (V := V) := by
have he (x : V) : kernel (r^4) x=(r^Module.finrank ℝ V)⁻¹ • heatKernel 1 zero_lt_one (r⁻¹ • x) := by
rw [←heatKernel_eq_kernel _ (by positivity)]
simpa only [mul_one] using heatKernel_scaling (V := V) 1 zero_lt_one r hr x
have hf : (fun x : V => ‖x‖*‖kernel (r^4) x‖)=fun x : V =>
((r^Module.finrank ℝ V)⁻¹*r)*(‖r⁻¹ • x‖*‖heatKernel 1 zero_lt_one (r⁻¹ • x)‖) := by
funext x
rw [he,norm_smul,norm_smul,Real.norm_of_nonneg (by positivity),Real.norm_of_nonneg (by positivity)]
field_simp
rw [hf,integral_const_mul,Measure.integral_comp_inv_smul_of_nonneg volume
(fun x : V => ‖x‖*‖heatKernel 1 zero_lt_one x‖) hr.le]
dsimp [kernelMoment]
field_simp [hr.ne']
lemma norm_kernel_pair_sub_le (r : ℝ) (hr : 0<r) (g : C₀(V,ℂ)) (K : ℝ) (_hK : 0≤K)
(hg : ∀ x y, ‖g x-g y‖≤K*‖x-y‖) (z : V) :
‖(∫ x, kernel (r^4) (x-z)*g x)-g z‖≤K*r*kernelMoment (V := V) := by
have ht : 0<r^4 := by positivity
have hk : Integrable (fun x : V => kernel (r^4) (x-z)) := by
rw [←heatKernel_eq_kernel _ ht]
exact (heatKernel _ ht).integrable.comp_sub_right z
have hmass : (∫ x : V, kernel (r^4) (x-z))=1 := by
rw [integral_sub_right_eq_self,←heatKernel_eq_kernel _ ht,integral_heatKernel]
have hi : Integrable (fun x => kernel (r^4) (x-z)*g x) :=
integrable_mul_bounded hk g.continuous ⟨‖g‖,norm_nonneg _,C0Convolution.apply_norm_le g⟩
have he : (∫ x, kernel (r^4) (x-z)*g x)-g z=∫ x, kernel (r^4) (x-z)*(g x-g z) := by
calc
_ = (∫ x, kernel (r^4) (x-z)*g x)-(∫ x, kernel (r^4) (x-z)*g z) := by rw [integral_mul_const,hmass,one_mul]
_ = _ := by
rw [←integral_sub hi (hk.mul_const (g z))]
apply integral_congr_ae
filter_upwards with x
ring
rw [he]
calc
_ ≤ ∫ x, K*(‖x-z‖*‖kernel (r^4) (x-z)‖) := by
apply norm_integral_le_of_norm_le ((kernel_moment_integrable _ ht).comp_sub_right z |>.const_mul K)
filter_upwards with x
rw [norm_mul]
calc
_ ≤ ‖kernel (r^4) (x-z)‖*(K*‖x-z‖) := mul_le_mul_of_nonneg_left (hg x z) (norm_nonneg _)
_=_ := by ring
_ = K*r*kernelMoment (V := V) := by
rw [integral_const_mul]
have he' := integral_sub_right_eq_self (μ := volume) (fun x : V => ‖x‖*‖kernel (r^4) x‖) z
rw [he',kernel_moment_scaling r hr]
ring
end FlatDuality
end
end OAI