openAI-math-dataset / lean /OAI /NumberTheory /Jacobsthal /Paths /FullWordHighAlignment.lean
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import OAI.NumberTheory.Jacobsthal.Partitions.ActualBoxFourSum
import OAI.NumberTheory.Jacobsthal.Primes.BoundedEdgeHighPrimes
import OAI.NumberTheory.Jacobsthal.Primes.PaperMissingPrimeWindow
import OAI.NumberTheory.Jacobsthal.Probability.PaperSubsetTagEvent
namespace OAI
namespace Erdos970
open scoped _root_.Erdos970
namespace NumberTheoryLean.SubsetTagFailureMass
open ErdosCofactorChoices ErdosSubsetWord ErdosTagEvent ActualSourceTags ActualBinOwners
open LogarithmicBinScale LogarithmicBinEndpoints LogarithmicBinLabels CanonicalSubsetBox
open WrongOwnerBinMass ErdosInverseAlignment
attribute [local instance] Classical.propDecidable
noncomputable def badSelections {Y w top Cs eta xi : ℝ} (hw : 1 < w) (htop : w < top) (hxi : 0 < xi)
(mult : Fin (binCount w top xi) → ℕ) (a : ℕ → ℤ) (q : ℚ) : Finset (Fin (binCount w top xi) → Finset ℕ) :=
(selections (globalBins w top xi) mult).filter (fun f =>
(∀ b ∈ occupiedSearch w top xi mult,∀ p ∈ f b,aligns a q p) ∧
¬∃ t,sourceTag Y w Cs eta (lower w top xi) (width w top xi)
(label (zero_lt_one.trans hw) htop hxi) a (descendingWord f)=some t ∧ t.rational=q)
noncomputable def badMass {Y w top Cs eta xi : ℝ} (hw : 1 < w) (htop : w < top) (hxi : 0 < xi)
(mult : Fin (binCount w top xi) → ℕ) (a : ℕ → ℤ) (q : ℚ) : ℝ :=
∑ f ∈ badSelections (Y := Y) (Cs := Cs) (eta := eta) hw htop hxi mult a q,(selectionProduct f:ℝ)⁻¹
theorem bad_mass_le_alignment {Y w top Cs eta xi : ℝ} (hw : 1 < w) (htop : w < top) (hxi : 0 < xi)
(mult : Fin (binCount w top xi) → ℕ) (a : ℕ → ℤ) (q : ℚ) :
badMass (Y := Y) (Cs := Cs) (eta := eta) hw htop hxi mult a q ≤
∑ f ∈ (selections (globalBins w top xi) mult).filter
(fun f => ∀ b ∈ occupiedSearch w top xi mult,∀ p ∈ f b,aligns a q p),(selectionProduct f:ℝ)⁻¹ := by
apply Finset.sum_le_sum_of_subset_of_nonneg
· intro f hf
obtain ⟨hf,ha,hbad⟩ := Finset.mem_filter.mp hf
exact Finset.mem_filter.mpr ⟨hf,ha⟩
· intro f _ _
exact inv_nonneg.mpr (Nat.cast_nonneg _)
theorem bad_mass_le_wrong {Y w top Cs eta xi : ℝ} (hw : 1 < w) (htop : w < top) (hxi : 0 < xi)
(mult : Fin (binCount w top xi) → ℕ) (a : ℕ → ℤ) (q : ℚ)
(howner : ∀ b ∈ occupiedSearch w top xi mult,
nearFull eta (lower w top xi b) (width w top xi b) a q →
owner Y w Cs eta (lower w top xi b) (width w top xi b) a=some q)
(hnear : ∃ b ∈ occupiedSearch w top xi mult,
nearFull eta (lower w top xi b) (width w top xi b) a q) :
badMass (Y := Y) (Cs := Cs) (eta := eta) hw htop hxi mult a q ≤
∑ f ∈ (selections (globalBins w top xi) mult).filter
(fun f => ∃ b ∈ occupiedSearch w top xi mult,∃ p ∈ f b,
p ∈ wrongOwnerPrimes Y w Cs eta (lower w top xi b) (width w top xi b) a q),(selectionProduct f:ℝ)⁻¹ := by
apply Finset.sum_le_sum_of_subset_of_nonneg
· intro f hf
obtain ⟨hf,halign,hbad⟩ := Finset.mem_filter.mp hf
have hh := subset_bad_tag_inclusion hw htop hxi mult f a q hf howner halign hbad
rcases hh with hnone | hwrong
· obtain ⟨b,hb,hn⟩ := hnear
exact False.elim (hnone b hb hn)
· exact Finset.mem_filter.mpr ⟨hf,hwrong⟩
· intro f _ _
exact inv_nonneg.mpr (Nat.cast_nonneg _)
end NumberTheoryLean.SubsetTagFailureMass
namespace NumberTheoryLean.HardTagBoxMass
open SubsetTagFailureMass ActualSourceTags ActualBinOwners
open LogarithmicBinScale LogarithmicBinEndpoints LogarithmicBinLabels PrimeBinRepresentatives
open ErdosCofactorChoices ErdosSubsetWord ErdosInverseAlignment
open ErdosPrimeInputs.HarmonicPrimeMeasure
attribute [local instance] Classical.propDecidable
noncomputable def hardBadSelections {Y w top Cs eta xi : ℝ} (hw : 1 < w) (htop : w < top) (hxi : 0 < xi)
(mult : Fin (binCount w top xi) → ℕ) (a : ℕ → ℤ) (q : ℚ) : Finset (Fin (binCount w top xi) → Finset ℕ) :=
(selections (globalBins w top xi) mult).filter (fun f =>
(∀ p ∈ descendingWord f,Cs < primeExponent w p → aligns a q p) ∧
¬∃ t,sourceTag Y w Cs eta (lower w top xi) (width w top xi)
(label (zero_lt_one.trans hw) htop hxi) a (descendingWord f)=some t ∧ t.rational=q)
noncomputable def hardBadMass {Y w top Cs eta xi : ℝ} (hw : 1 < w) (htop : w < top) (hxi : 0 < xi)
(mult : Fin (binCount w top xi) → ℕ) (a : ℕ → ℤ) (q : ℚ) : ℝ :=
∑ f ∈ hardBadSelections (Y := Y) (Cs := Cs) (eta := eta) hw htop hxi mult a q,(selectionProduct f:ℝ)⁻¹
theorem hardBad_subset_bad {Y w top Cs eta xi : ℝ} (hw : 1 < w) (htop : w < top) (hxi : 0 < xi)
(hsearch : Cs ≤ w^((1/4:ℝ))) (mult : Fin (binCount w top xi) → ℕ) (a : ℕ → ℤ) (q : ℚ) :
hardBadSelections (Y := Y) (Cs := Cs) (eta := eta) hw htop hxi mult a q ⊆
badSelections (Y := Y) (Cs := Cs) (eta := eta) hw htop hxi mult a q := by
intro f hf
obtain ⟨hf,halign,hbad⟩ := Finset.mem_filter.mp hf
refine Finset.mem_filter.mpr ⟨hf,?_,hbad⟩
intro b hb p hp
have hbin := ((mem_selections _ mult f).mp hf b).1 hp
have hx := (bin_exponent_bounds hw (endpoint_pos (zero_lt_one.trans hw) _)
(effectiveWidth_pos (zero_lt_one.trans hw) htop hxi).le hbin).1
have hs := (Finset.mem_filter.mp hb).2.1
change w^((1/4:ℝ)) ≤ leftExponent w (lower w top xi b) at hs
exact halign p ((mem_descendingWord f p).mpr ⟨b,hp⟩) (hsearch.trans hs |>.trans_lt hx)
theorem hardBadMass_le_badMass {Y w top Cs eta xi : ℝ} (hw : 1 < w) (htop : w < top) (hxi : 0 < xi)
(hsearch : Cs ≤ w^((1/4:ℝ))) (mult : Fin (binCount w top xi) → ℕ) (a : ℕ → ℤ) (q : ℚ) :
hardBadMass (Y := Y) (Cs := Cs) (eta := eta) hw htop hxi mult a q ≤
badMass (Y := Y) (Cs := Cs) (eta := eta) hw htop hxi mult a q := by
exact Finset.sum_le_sum_of_subset_of_nonneg (hardBad_subset_bad hw htop hxi hsearch mult a q)
(fun f _ _ => inv_nonneg.mpr (Nat.cast_nonneg _))
end NumberTheoryLean.HardTagBoxMass
namespace NumberTheoryLean.SafeAnchorSearchCount
open _root_.Filter _root_.Erdos970.Filter FinitePathGeometry PrimeHistories PrimeBinMembership ActualPrimeHigh
open StrongReferenceTransport StrongSourceFamilies SafeSubsetBoxGeometry
open LogarithmicBinScale LogarithmicBinEndpoints LogarithmicBinLabels
open ErdosCofactorChoices ErdosSubsetWord ErdosSearchCount
theorem safe_anchor_search_count (K Clen : ℝ) (hC : 0 ≤ Clen) :
∀ᶠ w : ℝ in atTop,∀ (top B xi : ℝ) (hw : 1 < w) (htop : w < top) (hxi : 0 < xi),
xi ≤ 1 → Real.log B ≤ 2*Real.log w → ∀ z : Node,
Valid z.side z.ratio → Consistent z → StrongState z → z.closed=true → w^z.cutoff=top → w ≤ z.gap →
∀ mult : Fin (binCount w top xi) → ℕ,SafeAnchor hw htop hxi Clen B K z mult →
(∀ b ∈ occupiedSearch w top xi mult,mult b=1) →
searchConstant*Real.log w ≤ ((occupiedSearch w top xi mult).card:ℝ) ∧
(∑ b,(mult b:ℝ)) ≤ Clen*Real.log B := by
filter_upwards [actual_search_count_uniform K Clen hC] with w hcount
intro top B xi hw htop hxi hxi1 hcomp z hs hz hstrong hclosed hcap hstart mult ha hsingle
obtain ⟨f,hf,hlen,hsafe,hK⟩ := ha
have ha' : SafeAnchor hw htop hxi Clen B K z mult := ⟨f,hf,hlen,hsafe,hK⟩
have href := (anchored_choice_geometry hw htop hxi hC hcomp z mult ha' f hf).1
have htransport := source_reference_transport hw htop z hs hz hstrong hclosed hcap (descendingWord f) href
obtain ⟨U,_hU,hallowed⟩ := (uncapped_iff_exists_ceiling w 1 z (descendingWord f)).mp
((mem_uncappedPrefixes hw z (descendingWord f)).mp htransport.1)
have hsource := word_source_membership hw htop hxi mult f hf
have hc := hcount top B xi 1 U hw htop hxi hxi1 hcomp (by norm_num) z (descendingWord f)
hs hstart hallowed hK hlen hsource
rw [word_search_count_eq_occupied hw htop hxi mult f hf hsingle] at hc
refine ⟨hc,?_⟩
have hl : ((descendingWord f).length:ℝ)=∑ b,(mult b:ℝ) := by
exact_mod_cast global_word_length hw htop hxi mult f hf
rwa [← hl]
end NumberTheoryLean.SafeAnchorSearchCount
namespace NumberTheoryLean.HardTagWordFamily
open HardTagBoxMass FiniteBoxWordMass ErdosCofactorChoices ErdosSubsetWord
open LogarithmicBinScale LogarithmicBinPartition
open ErdosPrimeInputs.PrimePrefixMass ErdosPrimeInputs.PrimePrefixTail
attribute [local instance] Classical.propDecidable
private theorem finite_union_mass_le {α β : Type*} [DecidableEq α] [DecidableEq β]
(M : Finset β) (T : β → Finset α) (W : α → ℝ) (hW : ∀ x,0 ≤ W x) :
(∑ x ∈ M.biUnion T,W x) ≤ ∑ b ∈ M,∑ x ∈ T b,W x := by
induction M using Finset.induction_on with
| empty => simp
| @insert b M hb ih =>
rw [Finset.biUnion_insert,Finset.sum_insert hb]
have he : (∑ x ∈ T b ∪ M.biUnion T,W x)+(∑ x ∈ T b ∩ M.biUnion T,W x)=
(∑ x ∈ T b,W x)+(∑ x ∈ M.biUnion T,W x) := Finset.sum_union_inter
have hn : 0 ≤ ∑ x ∈ T b ∩ M.biUnion T,W x := Finset.sum_nonneg (fun x _ => hW x)
linarith
noncomputable def hardBadWords {Y w top Cs eta xi : ℝ} (hw : 1 < w) (htop : w < top) (hxi : 0 < xi)
(mult : Fin (binCount w top xi) → ℕ) (a : ℕ → ℤ) (q : ℚ) : Finset (List ℕ) :=
(hardBadSelections (Y := Y) (Cs := Cs) (eta := eta) hw htop hxi mult a q).image descendingWord
theorem hardBadWords_mass {Y w top Cs eta xi : ℝ} (hw : 1 < w) (htop : w < top) (hxi : 0 < xi)
(mult : Fin (binCount w top xi) → ℕ) (a : ℕ → ℤ) (q : ℚ) :
(∑ ps ∈ hardBadWords (Y := Y) (Cs := Cs) (eta := eta) hw htop hxi mult a q,prefixWeight ps)=
hardBadMass (Y := Y) (Cs := Cs) (eta := eta) hw htop hxi mult a q := by
have hd : Pairwise (fun i j => Disjoint (globalBins w top xi i) (globalBins w top xi j)) :=
fun i j hij => bins_pairwise_disjoint (zero_lt_one.trans hw) htop hxi i j hij
rw [hardBadWords,Finset.sum_image]
· apply Finset.sum_congr rfl
intro f hf
have hs := (Finset.mem_filter.mp hf).1
rw [StoppedVertexHistory.prefixWeight_product,descendingWord_product (globalBins w top xi) hd f
(fun i => ((mem_selections _ mult f).mp hs i).1)]
· intro f hf g hg he
exact word_injective (globalBins w top xi) hd f g
(fun i => ((mem_selections _ mult f).mp (Finset.mem_filter.mp hf).1 i).1)
(fun i => ((mem_selections _ mult g).mp (Finset.mem_filter.mp hg).1 i).1) he
noncomputable def hardWordFamily {Y w top Cs eta xi : ℝ} (hw : 1 < w) (htop : w < top) (hxi : 0 < xi)
(M : Finset (Fin (binCount w top xi) → ℕ)) (Q : (Fin (binCount w top xi) → ℕ) → Finset ℚ)
(a : ℕ → ℤ) : Finset (List ℕ) :=
M.biUnion (fun mult => (Q mult).biUnion (fun q => hardBadWords (Y := Y) (Cs := Cs) (eta := eta) hw htop hxi mult a q))
theorem hardWordFamily_mass_le {Y w top Cs eta xi : ℝ} (hw : 1 < w) (htop : w < top) (hxi : 0 < xi)
(M : Finset (Fin (binCount w top xi) → ℕ)) (Q : (Fin (binCount w top xi) → ℕ) → Finset ℚ)
(a : ℕ → ℤ) :
(∑ ps ∈ hardWordFamily (Y := Y) (Cs := Cs) (eta := eta) hw htop hxi M Q a,prefixWeight ps) ≤
∑ mult ∈ M,∑ q ∈ Q mult,hardBadMass (Y := Y) (Cs := Cs) (eta := eta) hw htop hxi mult a q := by
apply (finite_union_mass_le M _ prefixWeight prefixWeight_nonneg).trans
apply Finset.sum_le_sum
intro mult _hm
have hh := finite_union_mass_le (Q mult)
(fun q => hardBadWords (Y := Y) (Cs := Cs) (eta := eta) hw htop hxi mult a q) prefixWeight prefixWeight_nonneg
simpa only [hardBadWords_mass] using hh
end NumberTheoryLean.HardTagWordFamily
namespace NumberTheoryLean.SafeBoxTagRate
open _root_.Filter _root_.Erdos970.Filter FinitePathGeometry PrimeHistories PrimeBinMembership StrongReferenceTransport
open SafeSubsetBoxGeometry SafeAnchorSearchCount SubsetTagFailureMass CanonicalSubsetBox
open LogarithmicBinScale LogarithmicBinEndpoints LogarithmicBinLabels LogarithmicBinMaps
open CorrectSearchTags UniformSearchOwner ActualBinOwners ActualSourceTags
open ErdosCofactorChoices ErdosSubsetWord ErdosTagEvent ErdosSearchCount
open ErdosInversePrimeBin ErdosInverseAlignment
attribute [local instance] Classical.propDecidable
theorem safe_box_tag_rate {K Clen Cs eta xi : ℝ} (hC : 0 ≤ Clen) (hCs : 0 ≤ Cs)
(heta0 : 0 < eta) (heta : eta < 1/2) (hxi : 0 < xi) (hxi1 : xi ≤ 1) :
∀ᶠ w : ℝ in atTop,∀ (B top : ℝ) (hw : 1 < w) (htop : w < top),3 ≤ B →
Real.log B ≤ 2*Real.log w → ∀ Y : ℝ,0 ≤ Y → Y ≤ Real.exp (w^2) → ∀ z : Node,
z.side=.even → 199/100 ≤ z.ratio → Consistent z → z.cutoff=B → z.closed=true → w^B=top → w ≤ z.gap →
∀ mult : Fin (binCount w top xi) → ℕ,SafeAnchor hw htop hxi Clen B K z mult →
(∀ b ∈ occupiedSearch w top xi mult,mult b=1) → ∀ (a : ℕ → ℤ) (q : ℚ),eligible Y w Cs q →
badMass (Y := Y) (Cs := Cs) (eta := eta) hw htop hxi mult a q ≤
(w^(-(searchConstant*eta/2))+w^(-1:ℝ))*selectionMass (globalBins w top xi) mult := by
have htheta : 0 < xi/4 := by positivity
have hwrong := canonical_wrong_mass (Cs := Cs) (theta := xi/4) (A := 1) (Clen := Clen)
hCs htheta (by norm_num) hC
filter_upwards [safe_anchor_search_count K Clen hC,uniform_correct_owner hCs heta htheta,hwrong] with w hcount howner hwrong
intro B top hw htop hB hcomp Y hY hYup z hi h199 hz hcut hclosed hcap hstart mult hanchor hsingle a q hq
have hw0 : 0 < w := zero_lt_one.trans hw
have hspan : (1+xi)*w ≤ top := by
have hp : w^3 ≤ top := by
have hh := Real.rpow_le_rpow_of_exponent_le hw.le hB
rw [hcap] at hh
simpa only [Real.rpow_ofNat] using hh
have hw2 : 2 ≤ w := howner.1
have hm := mul_nonneg hw0.le (show 0 ≤ w^2-2 by nlinarith)
nlinarith
have hwidth := common_width_bounds hw0 htop hxi hxi1 hspan
have hvalid : Valid z.side z.ratio := by rw [hi]; change 198/100 ≤ z.ratio; linarith
have hstrong := source_strong_state hB z hi h199 hz hcut
have hcounts := hcount top B xi hw htop hxi hxi1 hcomp z hvalid hz hstrong hclosed
(by rwa [hcut]) hstart mult hanchor hsingle
let I := occupiedSearch w top xi mult
let R := lower w top xi
have hidentify : ∀ b ∈ I,nearFull eta (R b) (width w top xi b) a q →
owner Y w Cs eta (R b) (width w top xi b) a=some q := by
intro b hb hnear
exact howner.2 Y (R b) (width w top xi b) hY hYup (endpoint_pos hw0 _)
(Finset.mem_filter.mp hb).2.1 hwidth.2.1 (hwidth.2.2.1.trans hxi1) a q hq hnear
have hwm := hwrong Y (effectiveWidth w top xi) eta B hY hYup hwidth.2.1
(hwidth.2.2.1.trans hxi1) hcomp (binCount w top xi) R mult hcounts.2 I hsingle
(fun b hb => searchBin_lower hw (endpoint_pos hw0 _) (Finset.mem_filter.mp hb).2.1) a q hq
have hmass : 0 ≤ selectionMass (globalBins w top xi) mult :=
Finset.sum_nonneg (fun f _ => inv_nonneg.mpr (Nat.cast_nonneg _))
by_cases hnone : ∀ b ∈ I,¬nearFull eta (R b) (width w top xi b) a q
· have hno := canonical_no_nearfull_mass R w searchConstant (effectiveWidth w top xi) eta mult
(fun b => endpoint_pos hw0 _) hw searchConstant_pos hwidth.1.le (hwidth.2.2.1.trans hxi1)
heta0 (by linarith) I hsingle hcounts.1 a q (fun b hb => (nonnearfull_card_lt _ _ _ _ _ (hnone b hb)).le)
have hh := (bad_mass_le_alignment (Y := Y) (Cs := Cs) (eta := eta) hw htop hxi mult a q).trans hno
exact hh.trans (mul_le_mul_of_nonneg_right
(le_add_of_nonneg_right (Real.rpow_nonneg hw0.le (-1))) hmass)
· push Not at hnone
have hh := (bad_mass_le_wrong (Y := Y) (Cs := Cs) (eta := eta) hw htop hxi mult a q hidentify hnone).trans hwm
exact hh.trans (mul_le_mul_of_nonneg_right
(le_add_of_nonneg_left (Real.rpow_nonneg hw0.le (-(searchConstant*eta/2)))) hmass)
end NumberTheoryLean.SafeBoxTagRate
namespace NumberTheoryLean.RegularBadTagWords
open FinitePathGeometry PrimeHistories SourceStopPredicate ActualWordSelection ActualRegularBoxes
open LogarithmicBinScale LogarithmicBinEndpoints LogarithmicBinLabels LogarithmicBinPartition
open ErdosSubsetWord ErdosCofactorChoices HardTagWordFamily HardTagBoxMass ActualSourceTags
open ErdosPrimeInputs.PrimePrefixMass ErdosPrimeInputs.PrimePrefixTail
open ErdosPrimeInputs.HarmonicPrimeMeasure ErdosInverseAlignment
attribute [local instance] Classical.propDecidable
noncomputable def badWordTest {Y w top xi Cs eta : ℝ}
(hw : 1 < w) (htop : w < top) (hxi : 0 < xi)
(Q : (Fin (binCount w top xi) → ℕ) → Finset ℚ) (a : ℕ → ℤ) (ps : List ℕ) : Prop :=
∃ q ∈ Q (wordMultiplicity (label (zero_lt_one.trans hw) htop hxi) ps),
(∀ p ∈ ps,Cs < primeExponent w p → aligns a q p) ∧
¬∃ t,sourceTag Y w Cs eta (lower w top xi) (width w top xi)
(label (zero_lt_one.trans hw) htop hxi) a ps=some t ∧ t.rational=q
noncomputable def regularBadWords {Y w top xi Cs eta : ℝ}
(hw : 1 < w) (htop : w < top) (hxi : 0 < xi) (Clen B K : ℝ) (z : Node)
(Q : (Fin (binCount w top xi) → ℕ) → Finset ℚ) (a : ℕ → ℤ) : Finset (List ℕ) :=
(regularWords hw htop hxi Clen B K z).filter (badWordTest (Y := Y) (Cs := Cs) (eta := eta) hw htop hxi Q a)
theorem regularBadWords_subset {Y w top xi Cs eta : ℝ}
(hw : 1 < w) (htop : w < top) (hxi : 0 < xi) (Clen B K : ℝ) (z : Node)
(Q : (Fin (binCount w top xi) → ℕ) → Finset ℚ) (a : ℕ → ℤ) :
regularBadWords (Y := Y) (Cs := Cs) (eta := eta) hw htop hxi Clen B K z Q a ⊆
hardWordFamily (Y := Y) (Cs := Cs) (eta := eta) hw htop hxi
(regularBoxes hw htop hxi Clen B K z) Q a := by
intro ps hp
obtain ⟨hr,q,hq,ha,hbad⟩ := Finset.mem_filter.mp hp
have hd := mem_decreasingPrefixes.mp (Finset.mem_filter.mp hr).1
let lab := label (zero_lt_one.trans hw) htop hxi
have hrec := wordSelection_recovers lab ps hd.1
apply Finset.mem_biUnion.mpr
refine ⟨wordMultiplicity lab ps,Finset.mem_image.mpr ⟨ps,hr,rfl⟩,?_⟩
apply Finset.mem_biUnion.mpr
refine ⟨q,hq,Finset.mem_image.mpr ⟨wordSelection lab ps,?_,hrec⟩⟩
apply Finset.mem_filter.mpr
refine ⟨wordSelection_mem hw htop hxi ps hd.2,?_⟩
simpa only [hrec] using (show (∀ p ∈ ps,Cs < primeExponent w p → aligns a q p) ∧
¬∃ t,sourceTag Y w Cs eta (lower w top xi) (width w top xi) lab a ps=some t ∧ t.rational=q from ⟨ha,hbad⟩)
theorem regularBadWords_mass_le {Y w top xi Cs eta : ℝ}
(hw : 1 < w) (htop : w < top) (hxi : 0 < xi) (Clen B K : ℝ) (z : Node)
(Q : (Fin (binCount w top xi) → ℕ) → Finset ℚ) (a : ℕ → ℤ) :
(∑ ps ∈ regularBadWords (Y := Y) (Cs := Cs) (eta := eta) hw htop hxi Clen B K z Q a,prefixWeight ps) ≤
∑ ps ∈ hardWordFamily (Y := Y) (Cs := Cs) (eta := eta) hw htop hxi
(regularBoxes hw htop hxi Clen B K z) Q a,prefixWeight ps :=
Finset.sum_le_sum_of_subset_of_nonneg (regularBadWords_subset hw htop hxi Clen B K z Q a)
(fun ps _ _ => prefixWeight_nonneg ps)
end NumberTheoryLean.RegularBadTagWords
namespace NumberTheoryLean.GlobalSafeTagCapture
open _root_.Filter _root_.Erdos970.Filter FinitePathGeometry PrimeHistories PrimeBinMembership
open SafeSubsetBoxGeometry SafeBoxTagRate ActualSafeBoxMass SubsetTagFailureMass CanonicalSubsetBox
open LogarithmicBinScale ActualBinOwners ErdosSubsetWord ErdosSearchCount
attribute [local instance] Classical.propDecidable
private theorem finite_candidate_sum {β : Type*} (M : Finset β) (Q : β → Finset ℚ)
(H : ℕ) (r : ℝ) (hr : 0 ≤ r) (F : β → ℝ) (hF : ∀ b ∈ M,0 ≤ F b)
(G : β → ℚ → ℝ) (hG : ∀ b ∈ M,∀ q ∈ Q b,G b q ≤ r*F b)
(hQ : ∀ b ∈ M,(Q b).card ≤ H) :
(∑ b ∈ M,∑ q ∈ Q b,G b q) ≤ (H:ℝ)*r*(∑ b ∈ M,F b) := by
calc
_ ≤ ∑ b ∈ M,∑ _q ∈ Q b,r*F b := Finset.sum_le_sum (fun b hb => Finset.sum_le_sum (fun q hq => hG b hb q hq))
_ = ∑ b ∈ M,((Q b).card:ℝ)*(r*F b) := by simp
_ ≤ ∑ b ∈ M,(H:ℝ)*(r*F b) := Finset.sum_le_sum (fun b hb =>
mul_le_mul_of_nonneg_right (by exact_mod_cast hQ b hb) (mul_nonneg hr (hF b hb)))
_ = _ := by rw [Finset.mul_sum]; apply Finset.sum_congr rfl; intro b _; ring
theorem global_bad_tag_mass_small {K Clen Cs eta xi : ℝ} (hK : 3 ≤ K) (hC : 0 ≤ Clen) (hCs : 0 ≤ Cs)
(heta0 : 0 < eta) (heta : eta < 1/2) (hxi : 0 < xi) (hxi1 : xi ≤ 1)
(hDelta : 2*Clen*xi ≤ 1) (H : ℕ) (epsilon : ℝ) (hepsilon : 0 < epsilon) :
∃ B₀ w₀ : ℝ,3 ≤ B₀ ∧ 1 < w₀ ∧ ∀ (B w top : ℝ) (hw : 1 < w) (htop : w < top),
B₀ ≤ B → w₀ ≤ w → Real.log B ≤ 2*Real.log w → ∀ Y : ℝ,0 ≤ Y → Y ≤ Real.exp (w^2) →
∀ (z : Node) (a : ℕ → ℤ),z.side=.even → 199/100 ≤ z.ratio → z.ratio ≤ 23/10 →
Consistent z → z.cutoff=B → z.closed=true → w^B=top → w ≤ z.gap →
∀ (M : Finset (Fin (binCount w top xi) → ℕ)) (Q : (Fin (binCount w top xi) → ℕ) → Finset ℚ),
(∀ mult ∈ M,SafeAnchor hw htop hxi Clen B K z mult) →
(∀ mult ∈ M,∀ b ∈ occupiedSearch w top xi mult,mult b=1) →
(∀ mult ∈ M,(Q mult).card ≤ H) → (∀ mult ∈ M,∀ q ∈ Q mult,eligible Y w Cs q) →
B^2*(∑ mult ∈ M,∑ q ∈ Q mult,badMass (Y := Y) (Cs := Cs) (eta := eta) hw htop hxi mult a q) ≤ epsilon := by
obtain ⟨C,B₀,wbox,hCpos,hB₀,hwbox,hboxes⟩ := uniform_safe_box_mass K hK
have hd : 0 < searchConstant*eta/2 := by have hc := searchConstant_pos; positivity
have hrate : Tendsto (fun w : ℝ => (H:ℝ)*C*(w^(-(searchConstant*eta/2))+w^(-1:ℝ))) atTop (nhds 0) := by
have hh := ((tendsto_rpow_neg_atTop hd).add (tendsto_rpow_neg_atTop (by norm_num : (0:ℝ)<1))).const_mul ((H:ℝ)*C)
simpa only [zero_add,mul_zero] using hh
have hsmall : ∀ᶠ w : ℝ in atTop,(H:ℝ)*C*(w^(-(searchConstant*eta/2))+w^(-1:ℝ)) ≤ epsilon :=
((tendsto_order.mp hrate).2 epsilon hepsilon).mono (fun _ h => h.le)
have htag := safe_box_tag_rate (K := K) (Clen := Clen) (Cs := Cs) (eta := eta) (xi := xi) hC hCs heta0 heta hxi hxi1
obtain ⟨w₁,hw₁⟩ := eventually_atTop.mp (htag.and (hsmall.and (eventually_ge_atTop wbox)))
refine ⟨B₀,max 2 w₁,hB₀,by have hh := le_max_left (2:ℝ) w₁; linarith,?_⟩
intro B w top hw htop hB hW hcomp Y hY hYup z a hi h199 h23 hz hcut hclosed hcap hstart M Q hanchor hsingle hcard helig
have hgood := hw₁ w ((le_max_right _ _).trans hW)
have hB3 := hB₀.trans hB
let r := w^(-(searchConstant*eta/2))+w^(-1:ℝ)
have hw0 : 0 < w := zero_lt_one.trans hw
have hr : 0 ≤ r := add_nonneg (Real.rpow_nonneg hw0.le _) (Real.rpow_nonneg hw0.le _)
have hm := finite_candidate_sum M Q H r hr (selectionMass (globalBins w top xi))
(fun mult _ => Finset.sum_nonneg (fun f _ => inv_nonneg.mpr (Nat.cast_nonneg _)))
(fun mult q => badMass (Y := Y) (Cs := Cs) (eta := eta) hw htop hxi mult a q)
(fun mult hmult q hq => hgood.1 B top hw htop hB3 hcomp Y hY hYup z hi h199 hz hcut hclosed hcap hstart
mult (hanchor mult hmult) (hsingle mult hmult) a q (helig mult hmult q hq)) hcard
have hbox := hboxes B w top hB hgood.2.2 hw htop xi Clen hxi hC hcomp hDelta z hi h199 h23 hz hcut hclosed hcap M hanchor
calc
_ ≤ B^2*((H:ℝ)*r*(∑ mult ∈ M,selectionMass (globalBins w top xi) mult)) := mul_le_mul_of_nonneg_left hm (sq_nonneg B)
_ = (H:ℝ)*r*(B^2*(∑ mult ∈ M,selectionMass (globalBins w top xi) mult)) := by ring
_ ≤ (H:ℝ)*r*C := mul_le_mul_of_nonneg_left hbox (mul_nonneg (Nat.cast_nonneg _) hr)
_ = (H:ℝ)*C*r := by ring
_ ≤ epsilon := hgood.2.1
end NumberTheoryLean.GlobalSafeTagCapture
namespace NumberTheoryLean.PaperSafeTagCapture
open _root_.Filter _root_.Erdos970.Filter FinitePathGeometry PrimeHistories PrimeBinMembership SourceNodeCoordinates
open JacobsthalSourceScale PaperMissingPrimeWindow PaperOwnerHeight PaperBinOwners
open SafeSubsetBoxGeometry GlobalSafeTagCapture HardTagBoxMass ActualBinOwners
open LogarithmicBinScale ErdosSubsetWord
attribute [local instance] Classical.propDecidable
theorem paper_safe_hard_tag_capture {K Clen Cs eta xi : ℝ} (hK : 3 ≤ K) (hC : 0 ≤ Clen) (hCs : 0 ≤ Cs)
(heta0 : 0 < eta) (heta : eta < 1/2) (hxi : 0 < xi) (hxi1 : xi ≤ 1)
(hDelta : 2*Clen*xi ≤ 1) (H : ℕ) (epsilon : ℝ) (hepsilon : 0 < epsilon) :
∀ᶠ top : ℝ in atTop,∃ hw : 1 < sourceW (Real.log top),∃ htop : sourceW (Real.log top) < top,
∀ Y : ℕ,Y ≤ ⌊top^2/(Real.log top)^2⌋₊ → ∀ (z : Node) (a : ℕ → ℤ),
z.side=.even → 199/100 ≤ z.ratio → z.ratio ≤ 23/10 → Consistent z → z.cutoff=sourceB (Real.log top) → z.closed=true →
∀ (M : Finset (Fin (binCount (sourceW (Real.log top)) top xi) → ℕ))
(Q : (Fin (binCount (sourceW (Real.log top)) top xi) → ℕ) → Finset ℚ),
(∀ mult ∈ M,SafeAnchor hw htop hxi Clen (sourceB (Real.log top)) K z mult) →
(∀ mult ∈ M,∀ b ∈ occupiedSearch (sourceW (Real.log top)) top xi mult,mult b=1) →
(∀ mult ∈ M,(Q mult).card ≤ H) →
(∀ mult ∈ M,∀ q ∈ Q mult,eligible Y (sourceW (Real.log top)) Cs q) →
(sourceB (Real.log top))^2 *
(∑ mult ∈ M,∑ q ∈ Q mult,hardBadMass (Y := Y) (Cs := Cs) (eta := eta) hw htop hxi mult a q) ≤ epsilon := by
obtain ⟨B₀,w₀,_hB₀,_hw₀,hbound⟩ := global_bad_tag_mass_small hK hC hCs heta0 heta hxi hxi1 hDelta H epsilon hepsilon
have hwT := sourceW_tendsto.comp Real.tendsto_log_atTop
have hBT := sourceB_tendsto.comp Real.tendsto_log_atTop
have hsearch : ∀ᶠ top : ℝ in atTop,Cs ≤ (sourceW (Real.log top))^((1/4:ℝ)) :=
((tendsto_rpow_atTop (by norm_num : (0:ℝ)<1/4)).comp hwT).eventually_ge_atTop Cs
filter_upwards [paper_bin_span hxi hxi1,Real.tendsto_log_atTop.eventually source_scale_eventually,
Real.tendsto_log_atTop.eventually sourceW_le_sourceB_eventually,literal_source_floor_height,
hwT.eventually_ge_atTop w₀,hBT.eventually_ge_atTop B₀,eventually_gt_atTop (1:ℝ),hsearch]
with top hspan hscale hWB hheight hwBound hBBound htop1 hsearch
have hw : 1 < sourceW (Real.log top) := by linarith [hspan.1]
refine ⟨hw,hspan.2.1,?_⟩
intro Y hY z a hi h199 h23 hz hcut hclosed M Q hanchors hsingle hcard helig
have hYup : (Y:ℝ) ≤ Real.exp ((sourceW (Real.log top))^2) :=
(show (Y:ℝ) ≤ (⌊top^2/(Real.log top)^2⌋₊:ℕ) by exact_mod_cast hY).trans hheight
have hcap : (sourceW (Real.log top))^(sourceB (Real.log top))=top :=
(sourceW_pow_sourceB hw).trans (Real.exp_log (zero_lt_one.trans htop1))
have hgap := (source_node_bounds hscale.2.1 z hi h199 h23 hz hcut).2.2.1
have hstart := hWB.trans hgap
have hh := hbound (sourceB (Real.log top)) (sourceW (Real.log top)) top hw hspan.2.1 hBBound hwBound
hscale.2.2.2.2 Y (Nat.cast_nonneg Y) hYup z a hi h199 h23 hz hcut hclosed hcap hstart M Q hanchors hsingle hcard helig
apply le_trans _ hh
apply mul_le_mul_of_nonneg_left _ (sq_nonneg _)
apply Finset.sum_le_sum
intro mult _hm
apply Finset.sum_le_sum
intro q _hq
exact hardBadMass_le_badMass hw hspan.2.1 hxi hsearch mult a q
end NumberTheoryLean.PaperSafeTagCapture
namespace NumberTheoryLean.PaperSafeWordCapture
open _root_.Filter _root_.Erdos970.Filter FinitePathGeometry PrimeHistories PrimeBinMembership
open JacobsthalSourceScale SafeSubsetBoxGeometry HardTagWordFamily ActualBinOwners
open LogarithmicBinScale ErdosSubsetWord PaperSafeTagCapture
attribute [local instance] Classical.propDecidable
theorem paper_safe_hard_word_capture {K Clen Cs eta xi : ℝ} (hK : 3 ≤ K) (hC : 0 ≤ Clen) (hCs : 0 ≤ Cs)
(heta0 : 0 < eta) (heta : eta < 1/2) (hxi : 0 < xi) (hxi1 : xi ≤ 1)
(hDelta : 2*Clen*xi ≤ 1) (H : ℕ) (epsilon : ℝ) (hepsilon : 0 < epsilon) :
∀ᶠ top : ℝ in atTop,∃ hw : 1 < sourceW (Real.log top),∃ htop : sourceW (Real.log top) < top,
∀ Y : ℕ,Y ≤ ⌊top^2/(Real.log top)^2⌋₊ → ∀ (z : Node) (a : ℕ → ℤ),
z.side=.even → 199/100 ≤ z.ratio → z.ratio ≤ 23/10 → Consistent z → z.cutoff=sourceB (Real.log top) → z.closed=true →
∀ (M : Finset (Fin (binCount (sourceW (Real.log top)) top xi) → ℕ))
(Q : (Fin (binCount (sourceW (Real.log top)) top xi) → ℕ) → Finset ℚ),
(∀ mult ∈ M,SafeAnchor hw htop hxi Clen (sourceB (Real.log top)) K z mult) →
(∀ mult ∈ M,∀ b ∈ occupiedSearch (sourceW (Real.log top)) top xi mult,mult b=1) →
(∀ mult ∈ M,(Q mult).card ≤ H) →
(∀ mult ∈ M,∀ q ∈ Q mult,eligible Y (sourceW (Real.log top)) Cs q) →
(sourceB (Real.log top))^2 *
(∑ ps ∈ hardWordFamily (Y := Y) (Cs := Cs) (eta := eta) hw htop hxi M Q a,ErdosPrimeInputs.PrimePrefixMass.prefixWeight ps) ≤ epsilon := by
filter_upwards [paper_safe_hard_tag_capture hK hC hCs heta0 heta hxi hxi1 hDelta H epsilon hepsilon] with top htopData
obtain ⟨hw,htop,hbound⟩ := htopData
refine ⟨hw,htop,?_⟩
intro Y hY z a hi h199 h23 hz hcut hclosed M Q hanchors hsingle hcard helig
have hh := hbound Y hY z a hi h199 h23 hz hcut hclosed M Q hanchors hsingle hcard helig
exact (mul_le_mul_of_nonneg_left (hardWordFamily_mass_le (Y := Y) (Cs := Cs) (eta := eta)
hw htop hxi M Q a) (sq_nonneg (sourceB (Real.log top)))).trans hh
end NumberTheoryLean.PaperSafeWordCapture
namespace NumberTheoryLean.PaperRegularTagCapture
open _root_.Filter _root_.Erdos970.Filter FinitePathGeometry PrimeHistories PrimeBinMembership
open JacobsthalSourceScale ActualRegularBoxes ActualPrefixClearance RegularBadTagWords
open PaperSafeWordCapture ActualBinOwners LogarithmicBinScale
attribute [local instance] Classical.propDecidable
theorem paper_regular_bad_tag_mass {K Clen Cs eta xi : ℝ} (hK : 3 ≤ K) (hC : 1 ≤ Clen) (hCs : 0 ≤ Cs)
(heta0 : 0 < eta) (heta : eta < 1/2) (hxi : 0 < xi) (hxi1 : xi ≤ 1)
(hDelta : 2*Clen*xi ≤ 1) (H : ℕ) (epsilon : ℝ) (hepsilon : 0 < epsilon) :
∀ᶠ top : ℝ in atTop,∃ hw : 1 < sourceW (Real.log top),∃ htop : sourceW (Real.log top) < top,
∀ Y : ℕ,Y ≤ ⌊top^2/(Real.log top)^2⌋₊ → ∀ (z : Node) (a : ℕ → ℤ),
z.side=.even → 199/100 ≤ z.ratio → z.ratio ≤ 23/10 → Consistent z → z.cutoff=sourceB (Real.log top) → z.closed=true →
∀ Q : (Fin (binCount (sourceW (Real.log top)) top xi) → ℕ) → Finset ℚ,
(∀ mult ∈ regularBoxes hw htop hxi Clen (sourceB (Real.log top)) K z,(Q mult).card ≤ H) →
(∀ mult ∈ regularBoxes hw htop hxi Clen (sourceB (Real.log top)) K z,
∀ q ∈ Q mult,eligible Y (sourceW (Real.log top)) Cs q) →
(sourceB (Real.log top))^2 *
(∑ ps ∈ regularBadWords (Y := Y) (Cs := Cs) (eta := eta) hw htop hxi Clen
(sourceB (Real.log top)) K z Q a,ErdosPrimeInputs.PrimePrefixMass.prefixWeight ps) ≤ epsilon := by
have hC0 : 0 ≤ Clen := by linarith
have hwT := sourceW_tendsto.comp Real.tendsto_log_atTop
filter_upwards [paper_safe_hard_word_capture hK hC0 hCs heta0 heta hxi hxi1 hDelta H epsilon hepsilon,
Real.tendsto_log_atTop.eventually source_scale_eventually,
(Real.tendsto_log_atTop.comp hwT).eventually_ge_atTop 1] with top hbound hscale hlog
obtain ⟨hw,htop,hbound⟩ := hbound
refine ⟨hw,htop,?_⟩
intro Y hY z a hi h199 h23 hz hcut hclosed Q hcard helig
have hsmall := source_mesh_clearance_condition hlog hxi.le hC
have hh := hbound Y hY z a hi h199 h23 hz hcut hclosed
(regularBoxes hw htop hxi Clen (sourceB (Real.log top)) K z) Q
(regular_boxes_anchors hw htop hxi hC0 hscale.2.2.2.2 hsmall z)
(regular_boxes_search_singletons hw htop hxi z) hcard helig
exact (mul_le_mul_of_nonneg_left (regularBadWords_mass_le (Y := Y) (Cs := Cs) (eta := eta)
hw htop hxi Clen (sourceB (Real.log top)) K z Q a) (sq_nonneg _)).trans hh
end NumberTheoryLean.PaperRegularTagCapture
namespace NumberTheoryLean.FullWordHighAlignment
open ErdosSubsetWord ErdosCofactorChoices ErdosInverseAlignment
open LogarithmicBinScale LogarithmicBinLabels LogarithmicBinPartition LogarithmicBinEndpoints
open ParentTailPartition ParentCofactorChoices BinCutSelections SingletonBinSelection
open TwoPrimeObservableSum BoundedEdgeBins BoundedEdgeHighPrimes
open ErdosPrimeInputs.HarmonicPrimeMeasure
theorem parent_prime_factors {w top xi : ℝ}
(hw : 1 < w) (htop : w < top) (hxi : 0 < xi)
(m : Fin (binCount w top xi) → ℕ) (f : Fin (binCount w top xi) → Finset ℕ)
(hf : f ∈ selections (globalBins w top xi) m) (i j : Fin (binCount w top xi)) :
(selectionProduct (parentCofactorSelection f i j)).primeFactors=
selectionPrimes (parentCofactorSelection f i j) := by
have hc := erase_selection_mem _ _ _ (above_selection_mem _ m f hf j) i
exact selectionProduct_primeFactors (globalBins w top xi)
(fun k _p hp => (bin_prime_in_source (zero_lt_one.trans hw) htop hxi k hp).1)
(fun k l hkl => bins_pairwise_disjoint (zero_lt_one.trans hw) htop hxi k l hkl)
(parentCofactorSelection f i j) (fun k => ((mem_selections _ _ _).mp hc k).1)
theorem full_word_high_alignment {w top xi Cs M X : ℝ} {Y : ℕ}
(hw : 1 < w) (htop : w < top) (hxi : 0 < xi)
(hCs : X+xi/Real.log w ≤ Cs)
(m : Fin (binCount w top xi) → ℕ) (f : Fin (binCount w top xi) → Finset ℕ)
(hf : f ∈ selections (globalBins w top xi) m) (i j : Fin (binCount w top xi))
(hi : m i=1) (hj : boundedEdgeBin w top xi Y m M X j)
(a : ℕ → ℤ) (q : ℚ) (hiso : aligns a q (pickedPrime f i))
(hparent : ∀ p∈(selectionProduct (parentCofactorSelection f i j)).primeFactors,
Cs < primeExponent w p → aligns a q p) :
∀ p∈descendingWord f,Cs < primeExponent w p → aligns a q p := by
intro p hp hhigh
obtain ⟨k,hpk⟩ := (mem_descendingWord f p).mp hp
by_cases hki : k=i
· subst k
obtain ⟨p0,_hp0,hfi,_hfill⟩ := singleton_selection_recovery _ m i hi f hf
have he : p=p0 := by simpa only [hfi,Finset.mem_singleton] using hpk
simpa [pickedPrime,hfi,he] using hiso
· have hjk : j < k := by
by_contra! hkj
have hpbin := ((mem_selections _ _ _).mp hf k).1 hpk
exact (not_le_of_gt hhigh) ((bounded_edge_descendant_exponent hw htop hxi m j k hj hkj hpbin).trans hCs)
apply hparent p _ hhigh
rw [parent_prime_factors hw htop hxi m f hf i j]
apply Finset.mem_biUnion.mpr
exact ⟨k,Finset.mem_univ _,by simpa [parentCofactorSelection,eraseSelection,aboveSelection,hki,hjk] using hpk⟩
theorem full_word_high_alignment_fixed_cutoff {w top xi Cs M X : ℝ} {Y : ℕ}
(hw : 1 < w) (htop : w < top) (hxi : 0 < xi)
(hlog : 1 ≤ Real.log w) (hxi1 : xi ≤ 1) (hCs : X+1 ≤ Cs)
(m : Fin (binCount w top xi) → ℕ) (f : Fin (binCount w top xi) → Finset ℕ)
(hf : f ∈ selections (globalBins w top xi) m) (i j : Fin (binCount w top xi))
(hi : m i=1) (hj : boundedEdgeBin w top xi Y m M X j)
(a : ℕ → ℤ) (q : ℚ) (hiso : aligns a q (pickedPrime f i))
(hparent : ∀ p∈(selectionProduct (parentCofactorSelection f i j)).primeFactors,
Cs < primeExponent w p → aligns a q p) :
∀ p∈descendingWord f,Cs < primeExponent w p → aligns a q p := by
apply full_word_high_alignment hw htop hxi _ m f hf i j hi hj a q hiso hparent
have hh : xi/Real.log w ≤ 1 := (div_le_one (Real.log_pos hw)).mpr (hxi1.trans hlog)
linarith
end NumberTheoryLean.FullWordHighAlignment
end Erdos970
end OAI