openAI-math-dataset / lean /OAI /Analysis /HardSphere /Bridges /NormalizedPrefix.lean
roseking's picture
Add lean source and binary files (part 18)
67aee1d verified
Raw History Blame Contribute Delete
10.1 kB
import Mathlib
import OAI.Analysis.HardSphere.Bridges.PrefixMap
import OAI.Analysis.HardSphere.Geometry.ConfigurationPath
namespace OAI
noncomputable section
open MeasureTheory Filter Set
open scoped ENNReal Topology BigOperators
open scoped BigOperators ComplexConjugate
open MeasureTheory ProbabilityTheory Filter Set
open scoped ENNReal NNReal Topology BigOperators
open MeasureTheory ProbabilityTheory Real Complex
open scoped ENNReal ComplexConjugate
namespace HardSphere
namespace Wiener
def normalizedPrefix (u : Time) : C(Time,ℝ) →L[ℝ] C(Time,ℝ) :=
(Real.sqrt (u:ℝ))⁻¹ • prefixMap u
def normalizedSuffix (u : Time) : C(Time,ℝ) →L[ℝ] C(Time,ℝ) :=
(Real.sqrt (1-(u:ℝ)))⁻¹ • suffixMap u
lemma normalized_split_preserving (u : Time) (hu : 0<(u:ℝ)) (hu' : (u:ℝ)<1) :
MeasurePreserving (fun w : C(Time,ℝ) ↦ (normalizedPrefix u w,normalizedSuffix u w))
wiener (wiener.prod wiener) := by
have hm : Measurable (fun w : C(Time,ℝ) ↦ (prefixMap u w,suffixMap u w)) := by fun_prop
have heq : wiener.map (fun w : C(Time,ℝ) ↦ (prefixMap u w,suffixMap u w)) =
(wiener.map (fun f ↦ Real.sqrt (u:ℝ) • f)).prod
(wiener.map (fun f ↦ Real.sqrt (1-(u:ℝ)) • f)) := by
rw [wiener,Measure.map_map hm measurable_path]
exact split_path_law u
refine ⟨by fun_prop,?_⟩
rw [Measure.map_prod_map _ _ (by fun_prop) (by fun_prop)] at heq
have hh := congrArg (fun μ : Measure (C(Time,ℝ) × C(Time,ℝ)) ↦ μ.map
(fun p ↦ ((Real.sqrt (u:ℝ))⁻¹ • p.1,(Real.sqrt (1-(u:ℝ)))⁻¹ • p.2))) heq
rw [Measure.map_map (by fun_prop) hm, Measure.map_map (by fun_prop) (by fun_prop)] at hh
simpa only [normalizedPrefix,normalizedSuffix,smul_apply,
Function.comp_def,Prod.map,smul_smul,
inv_mul_cancel₀ (ne_of_gt (Real.sqrt_pos.mpr hu)),
inv_mul_cancel₀ (ne_of_gt (Real.sqrt_pos.mpr (sub_pos.mpr hu'))),
one_smul,Prod.mk.eta,Measure.map_id'] using hh
end Wiener
open Wiener
def splitTime (s t : ℝ) (hs : 0<s) (ht : 0<t) : Time :=
⟨s/(s+t), (div_pos hs (add_pos hs ht)).le, (div_le_one (add_pos hs ht)).mpr (by linarith)⟩
lemma splitTime_pos (s t : ℝ) (hs : 0<s) (ht : 0<t) : 0<(splitTime s t hs ht:ℝ) :=
div_pos hs (add_pos hs ht)
lemma splitTime_lt_one (s t : ℝ) (hs : 0<s) (ht : 0<t) : (splitTime s t hs ht:ℝ)<1 :=
(div_lt_one (add_pos hs ht)).mpr (by linarith)
lemma sqrt_split_left (s t : ℝ) (hs : 0<s) (ht : 0<t) :
Real.sqrt (2*s) * (Real.sqrt (splitTime s t hs ht:ℝ))⁻¹ = Real.sqrt (2*(s+t)) := by
have h : Real.sqrt (2*(s+t)) * Real.sqrt (splitTime s t hs ht:ℝ) = Real.sqrt (2*s) := by
rw [← Real.sqrt_mul (by positivity)]
congr 1
change 2*(s+t)*(s/(s+t))=2*s
field_simp
rw [← h,mul_assoc,mul_inv_cancel₀ (ne_of_gt (Real.sqrt_pos.mpr (splitTime_pos s t hs ht))),mul_one]
lemma sqrt_split_right (s t : ℝ) (hs : 0<s) (ht : 0<t) :
Real.sqrt (2*t) * (Real.sqrt (1-(splitTime s t hs ht:ℝ)))⁻¹ = Real.sqrt (2*(s+t)) := by
have h : Real.sqrt (2*(s+t)) * Real.sqrt (1-(splitTime s t hs ht:ℝ)) = Real.sqrt (2*t) := by
rw [← Real.sqrt_mul (by positivity)]
congr 1
change 2*(s+t)*(1-s/(s+t))=2*t
field_simp
ring
rw [← h,mul_assoc,mul_inv_cancel₀ (ne_of_gt (Real.sqrt_pos.mpr (sub_pos.mpr (splitTime_lt_one s t hs ht)))),mul_one]
def configurationPrefix (N : ℕ) (L : Length) (u : Time) (ω : ConfigurationPath N L) :
ConfigurationPath N L := ω.comp (prefixTime u)
def configurationSuffix (N : ℕ) (L : Length) (u : Time) (ω : ConfigurationPath N L) :
ConfigurationPath N L := ω.comp (suffixTime u)
lemma configurationPrefix_continuous (N : ℕ) (L : Length) (u : Time) :
Continuous (configurationPrefix N L u) := by
apply ContinuousMap.continuous_of_continuous_uncurry
change Continuous (fun p : ConfigurationPath N L × Time ↦ p.1 (prefixTime u p.2))
fun_prop
lemma configurationSuffix_continuous (N : ℕ) (L : Length) (u : Time) :
Continuous (configurationSuffix N L u) := by
apply ContinuousMap.continuous_of_continuous_uncurry
change Continuous (fun p : ConfigurationPath N L × Time ↦ p.1 (suffixTime u p.2))
fun_prop
lemma coordinateSplit_preserving (N : ℕ) (u : Time) (hu : 0<(u:ℝ)) (hu' : (u:ℝ)<1) :
MeasurePreserving (fun w : CoordinatePaths N ↦
(fun p ↦ normalizedPrefix u (w p), fun p ↦ normalizedSuffix u (w p)))
(coordinateWiener N) ((coordinateWiener N).prod (coordinateWiener N)) := by
have hm : Measurable (fun w : CoordinatePaths N ↦
fun p ↦ (normalizedPrefix u (w p),normalizedSuffix u (w p))) := by fun_prop
have h : MeasurePreserving (fun w : CoordinatePaths N ↦
fun p ↦ (normalizedPrefix u (w p),normalizedSuffix u (w p)))
(coordinateWiener N) (Measure.pi fun _ : Direction N ↦ wiener.prod wiener) := by
refine ⟨hm,?_⟩
unfold coordinateWiener
rw [Measure.pi_map_pi (fun _ ↦ (normalized_split_preserving u hu hu').measurable.aemeasurable)]
simp_rw [(normalized_split_preserving u hu hu').map_eq]
exact (measurePreserving_arrowProdEquivProdArrow C(Time,ℝ) C(Time,ℝ) (Direction N)
(fun _ ↦ wiener) (fun _ ↦ wiener)).comp h
lemma prefix_freeTrajectory (N : ℕ) (L : Length) (s t : ℝ) (hs : 0<s) (ht : 0<t)
(w : CoordinatePaths N) (X : Configuration N L) :
configurationPrefix N L (splitTime s t hs ht) (freeTrajectory N L (s+t) w X) =
freeTrajectory N L s (fun p ↦ normalizedPrefix (splitTime s t hs ht) (w p)) X := by
ext v i j
change X i j + ((Real.sqrt (2*(s+t))*w (i,j) (prefixTime _ v):ℝ):AddCircle L.val)=
X i j + ((Real.sqrt (2*s)*((Real.sqrt (_:ℝ))⁻¹*w (i,j) (prefixTime _ v)):ℝ):AddCircle L.val)
rw [← mul_assoc,sqrt_split_left]
lemma suffix_freeTrajectory (N : ℕ) (L : Length) (s t : ℝ) (hs : 0<s) (ht : 0<t)
(w : CoordinatePaths N) (X : Configuration N L) :
configurationSuffix N L (splitTime s t hs ht) (freeTrajectory N L (s+t) w X) =
freeTrajectory N L t (fun p ↦ normalizedSuffix (splitTime s t hs ht) (w p))
(freeTrajectory N L (s+t) w X (splitTime s t hs ht)) := by
ext v i j
change X i j + ((Real.sqrt (2*(s+t))*w (i,j) (suffixTime _ v):ℝ):AddCircle L.val)=
(X i j + ((Real.sqrt (2*(s+t))*w (i,j) _ :ℝ):AddCircle L.val))+
((Real.sqrt (2*t)*((Real.sqrt (1-(_:ℝ)))⁻¹*(w (i,j) (suffixTime _ v)-w (i,j) _)):ℝ):AddCircle L.val)
rw [← mul_assoc,sqrt_split_right,mul_sub,AddCircle.coe_sub]
abel
@[simp] lemma prefixTime_one (u : Time) : prefixTime u 1=u := by
apply Subtype.ext
simp [prefixTime]
@[simp] lemma prefixTime_zero (u : Time) : prefixTime u 0=0 := by
apply Subtype.ext
simp [prefixTime]
@[simp] lemma suffixTime_zero (u : Time) : suffixTime u 0=u := by
apply Subtype.ext
simp [suffixTime]
@[simp] lemma suffixTime_one (u : Time) : suffixTime u 1=1 := by
apply Subtype.ext
simp [suffixTime]
lemma staysAllowed_split (N : ℕ) (L : Length) (a : ℝ) (u : Time)
(hu : 0<(u:ℝ)) (hu' : (u:ℝ)<1) (ω : ConfigurationPath N L) :
ω∈staysAllowed N L a ↔
configurationPrefix N L u ω ∈ staysAllowed N L a ∧
configurationSuffix N L u ω ∈ staysAllowed N L a := by
simp only [staysAllowed,Set.mem_ofPred_eq,Set.range_subset_iff]
change (∀ v,ω v∈allowed N L a) ↔
(∀ v,ω (prefixTime u v)∈allowed N L a) ∧ (∀ v,ω (suffixTime u v)∈allowed N L a)
constructor
· intro h
exact ⟨fun v ↦ h _,fun v ↦ h _⟩
· rintro ⟨h₁,h₂⟩ v
by_cases hv : (v:ℝ)≤u
· let z : Time := ⟨(v:ℝ)/(u:ℝ),div_nonneg v.property.1 hu.le,(div_le_one hu).mpr hv⟩
have hz : prefixTime u z=v := by
apply Subtype.ext
change (u:ℝ)*((v:ℝ)/(u:ℝ))=(v:ℝ)
field_simp
simpa only [hz] using h₁ z
· let z : Time := ⟨((v:ℝ)-(u:ℝ))/(1-(u:ℝ)),
div_nonneg (sub_nonneg.mpr (le_of_not_ge hv)) (sub_pos.mpr hu').le,
(div_le_one (sub_pos.mpr hu')).mpr (by linarith [v.property.2])⟩
have hz : suffixTime u z=v := by
apply Subtype.ext
change (u:ℝ)+(1-(u:ℝ))*(((v:ℝ)-(u:ℝ))/(1-(u:ℝ)))=(v:ℝ)
field_simp [ne_of_gt (sub_pos.mpr hu')]
ring
simpa only [hz] using h₂ z
lemma split_freePathLaw (N : ℕ) (L : Length) (s t : ℝ) (hs : 0<s) (ht : 0<t) :
(freePathLaw N L (s+t)).map (fun ω ↦
(configurationPrefix N L (splitTime s t hs ht) ω,
configurationSuffix N L (splitTime s t hs ht) ω)) =
(((coordinateWiener N).prod (coordinateWiener N)).prod
(volume : Measure (Configuration N L))).map (fun p ↦
(freeTrajectory N L s p.1.1 p.2,
freeTrajectory N L t p.1.2 (freeTrajectory N L s p.1.1 p.2 1))) := by
have h := (coordinateSplit_preserving N (splitTime s t hs ht)
(splitTime_pos s t hs ht) (splitTime_lt_one s t hs ht)).prod (MeasurePreserving.id (volume : Measure (Configuration N L)))
have hm : Measurable (fun p : ((CoordinatePaths N × CoordinatePaths N) × Configuration N L) ↦
(freeTrajectory N L s p.1.1 p.2,
freeTrajectory N L t p.1.2 (freeTrajectory N L s p.1.1 p.2 1))) := by
exact ((freeTrajectory_continuous N L s |>.comp (continuous_fst.fst.prodMk continuous_snd)).prodMk
(freeTrajectory_continuous N L t |>.comp (continuous_fst.snd.prodMk
((freeTrajectory_continuous N L s |>.comp (continuous_fst.fst.prodMk continuous_snd)).eval continuous_const)))).measurable
rw [freePathLaw,Measure.map_map
((configurationPrefix_continuous N L _).prodMk (configurationSuffix_continuous N L _)).measurable
(freeTrajectory_continuous N L (s+t)).measurable,← h.map_eq,Measure.map_map hm h.measurable]
congr 1
funext p
apply Prod.ext
· exact prefix_freeTrajectory N L s t hs ht p.1 p.2
· dsimp only [Function.comp_def,Prod.map,id_eq]
rw [suffix_freeTrajectory N L s t hs ht]
congr 1
have heq := congrArg (fun ω : ConfigurationPath N L ↦ ω 1)
(prefix_freeTrajectory N L s t hs ht p.1 p.2)
simpa only [configurationPrefix,ContinuousMap.comp_apply,prefixTime_one] using heq
end HardSphere
end
end OAI