openAI-math-dataset / lean /OAI /Analysis /Conductivity /Variational /CentralCoercivitySmooth.lean
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Add lean source and binary files (part 16)
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import Mathlib
import OAI.Analysis.Conductivity.Variational.CentralEnergySpace
namespace OAI
noncomputable section
namespace ScalarConductivity
open Set MeasureTheory
def centralAmbientEnergy (s : Fin 3 → ℝ) (u : CentralAmbient s) : ℝ :=
‖centralAmbientD s u‖^2+
∑ i : Fin 3,‖spectralGraphWeight (torusRate s) (centralAmbientT s i u)‖^2
lemma centralAmbientEnergy_nonneg (s : Fin 3 → ℝ) (u : CentralAmbient s) :
0≤centralAmbientEnergy s u := add_nonneg (sq_nonneg _) (Finset.sum_nonneg fun _ _ => sq_nonneg _)
lemma continuous_centralAmbientEnergy (s : Fin 3 → ℝ) : Continuous (centralAmbientEnergy s) := by
apply Continuous.add ((centralAmbientD s).continuous.norm.pow 2)
exact continuous_finsetSum _ (fun i _ =>
(((spectralGraphWeight (torusRate s)).comp (centralAmbientT s i)).continuous.norm.pow 2))
lemma centralAmbientD_shift (s : Fin 3 → ℝ) (u : CentralAmbient s) (a : ℝ) :
centralAmbientD s (u-a • centralAmbientOne s)=centralAmbientD s u := by simp only [map_sub,map_smul,centralAmbientD_one,smul_zero,sub_zero]
lemma centralAmbientWeight_shift (s : Fin 3 → ℝ) (u : CentralAmbient s) (a : ℝ) (i : Fin 3) :
spectralGraphWeight (torusRate s) (centralAmbientT s i (u-a • centralAmbientOne s))=
spectralGraphWeight (torusRate s) (centralAmbientT s i u) := by
simp only [map_sub,map_smul,centralAmbientWeight_one,smul_zero,sub_zero]
lemma centralAmbientEnergy_shift (s : Fin 3 → ℝ) (u : CentralAmbient s) (a : ℝ) :
centralAmbientEnergy s (u-a • centralAmbientOne s)=centralAmbientEnergy s u := by
simp only [centralAmbientEnergy,centralAmbientD_shift,centralAmbientWeight_shift]
lemma centralAmbientQ_shift (s : Fin 3 → ℝ) (u : CentralAmbient s) (a : ℝ) :
centralAmbientQ s (u-a • centralAmbientOne s)=centralAmbientQ s u := by
simp only [map_sub,map_smul,centralAmbientQ_one,smul_zero,sub_zero]
def centralCoercivityBase : ℝ :=
1+centralPoincareConstant+3*centralTraceConstant*(192+2*centralPoincareConstant)
lemma centralCoercivityBase_ge : 1≤centralCoercivityBase := by
have hP := centralPoincareConstant_nonneg
have hT := centralTraceConstant_pos
dsimp [centralCoercivityBase]
nlinarith
lemma centralCoercivityBase_pos : 0<centralCoercivityBase := lt_of_lt_of_le zero_lt_one centralCoercivityBase_ge
lemma central_smooth_anchor_norm (s : Fin 3 → ℝ) (f : centralSmoothFunctions) :
‖centralEmbedL s (f-centralAnchorAverage 0 f • centralSmoothOne)‖^2≤
centralCoercivityBase*centralAmbientEnergy s (centralEmbedL s f) := by
let a := centralAnchorAverage 0 f
let g : centralSmoothFunctions := f-a • centralSmoothOne
have hg : centralEmbedL s g=centralEmbedL s f-a • centralAmbientOne s := by
dsimp [g,centralAmbientOne]
simp only [map_sub,map_smul]
have hD : centralJetD (centralSmoothJet g)=centralAmbientD s (centralEmbedL s f) := by
rw [←centralAmbientD_embed s g,hg,centralAmbientD_shift]
have hP : (∫ z in centralClosed,(g z)^2)≤
centralPoincareConstant*‖centralAmbientD s (centralEmbedL s f)‖^2 := by
rw [centralAmbientD_embed,centralSmoothJet_gradient_norm]
simpa [g,a,centralSmoothOne,localVariance] using central_physical_poincare (central_smooth f)
have ht (i : Fin 3) : ‖centralTraceFourier g i‖^2≤
(centralTraceConstant*(192+2*centralPoincareConstant))*‖centralAmbientD s (centralEmbedL s f)‖^2 := by
have hh := centralTrace_anchor_bound g i
rw [hD] at hh
apply hh.trans
calc
_≤centralTraceConstant*(192*‖centralAmbientD s (centralEmbedL s f)‖^2+
2*(centralPoincareConstant*‖centralAmbientD s (centralEmbedL s f)‖^2)) := by
apply mul_le_mul_of_nonneg_left _ centralTraceConstant_pos.le
linarith only [hP]
_=_ := by ring
have hsum := Finset.sum_le_sum (s:=Finset.univ) (fun i _ => ht i)
simp only [Finset.sum_const,Finset.card_univ,Fintype.card_fin,nsmul_eq_mul] at hsum
norm_num only [Nat.cast_ofNat] at hsum
have hw (i : Fin 3) :
spectralGraphWeight (torusRate s) (centralSmoothTrace s g i)=
spectralGraphWeight (torusRate s) (centralAmbientT s i (centralEmbedL s f)) := by
rw [←centralAmbientT_embed s g i,hg,centralAmbientWeight_shift]
change ‖centralEmbedL s g‖^2≤_
rw [centralEmbed_norm,hD]
simp only [hw,Finset.sum_add_distrib]
have hW : 0≤∑ i : Fin 3,‖spectralGraphWeight (torusRate s) (centralAmbientT s i (centralEmbedL s f))‖^2 :=
Finset.sum_nonneg fun _ _ => sq_nonneg _
have hge := centralCoercivityBase_ge
dsimp only [centralAmbientEnergy]
have hcoef : centralCoercivityBase=1+centralPoincareConstant+
3*(centralTraceConstant*(192+2*centralPoincareConstant)) := by unfold centralCoercivityBase; ring
have hWW := mul_le_mul_of_nonneg_right hge hW
rw [one_mul] at hWW
rw [hcoef] at hWW ⊢
nlinarith only [hP,hsum,hWW]
lemma central_smooth_projected_bound (s : Fin 3 → ℝ) (f : centralSmoothFunctions) :
‖centralAmbientQ s (centralEmbedL s f)‖^2≤
(‖centralAmbientQ s‖^2*centralCoercivityBase)*centralAmbientEnergy s (centralEmbedL s f) := by
let g : centralSmoothFunctions := f-centralAnchorAverage 0 f • centralSmoothOne
have hh : centralAmbientQ s (centralEmbedL s g)=centralAmbientQ s (centralEmbedL s f) := by
have hg : centralEmbedL s g=centralEmbedL s f-centralAnchorAverage 0 f • centralAmbientOne s := by
dsimp [g,centralAmbientOne]
simp only [map_sub,map_smul]
rw [hg,centralAmbientQ_shift]
have hn := (centralAmbientQ s).le_opNorm (centralEmbedL s g)
have hn2 := mul_self_le_mul_self (norm_nonneg _) hn
rw [hh] at hn2
have hb := central_smooth_anchor_norm s f
have hm := mul_le_mul_of_nonneg_left hb (sq_nonneg ‖centralAmbientQ s‖)
nlinarith only [hn2,hm]
end ScalarConductivity
end
end OAI