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Add lean source and binary files (part 40)
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import OAI.Combinatorics.BalancedRyser.Candidates.Candidates
import OAI.Combinatorics.BalancedRyser.Incidence.AffineIncidence
import OAI.Combinatorics.BalancedRyser.Probability.VacantBins
namespace OAI
namespace Balanced.LineOccupancy
open scoped BigOperators
variable {F : Type*} [Field F]
def transverseHitEquiv (l : Line F) (d : Direction F) (hne : l.1 ≠ d) :
F ≃ {p : Point F // OnLine p l} where
toFun a := ⟨lineIntersection l (d, a), onLine_lineIntersection_left l (d, a) hne⟩
invFun p := lineEval d p.val
left_inv a := onLine_lineIntersection_right l (d, a) hne
right_inv p := by
apply Subtype.ext
apply common_point_eq_of_lines_ne l (d, lineEval d p.val)
(fun h => hne (congrArg Prod.fst h))
· exact onLine_lineIntersection_left _ _ hne
· exact onLine_lineIntersection_right _ _ hne
· exact p.property
· rfl
theorem transverseHitEquiv_eq_iff (l : Line F) (d : Direction F)
(hne : l.1 ≠ d) (a : F) (p : {p : Point F // OnLine p l}) :
transverseHitEquiv l d hne a = p ↔ OnLine p.val (d, a) := by
rw [← Equiv.eq_symm_apply]
change a = lineEval d p.val ↔ lineEval d p.val = a
exact eq_comm
variable [Fintype F] [DecidableEq F]
abbrev TransverseDirections (l : Line F) := {d : Direction F // d ≠ l.1}
omit [Field F] in
@[simp] theorem card_transverseDirections (l : Line F) :
Fintype.card (TransverseDirections l) = Fintype.card F := by
simp [TransverseDirections, Fintype.card_subtype_compl]
def hitAssignmentsEquiv (l : Line F) :
(TransverseDirections l → F) ≃
(TransverseDirections l → {p : Point F // OnLine p l}) :=
Equiv.piCongrRight fun d => transverseHitEquiv l d.val (Ne.symm d.property)
noncomputable def unhitCount (l : Line F) (a : TransverseDirections l → F) : ℕ := by
classical
exact (Finset.univ.filter (fun p : {p : Point F // OnLine p l} =>
∀ d : TransverseDirections l, ¬ OnLine p.val (d.val, a d))).card
theorem unhitCount_eq_missedCount (l : Line F) (a : TransverseDirections l → F) :
unhitCount l a = VacantBins.missedCount (hitAssignmentsEquiv l a) := by
classical
unfold unhitCount VacantBins.missedCount
congr 1
ext p
simp only [Finset.mem_filter, Finset.mem_univ, true_and, VacantBins.mem_missed]
apply forall_congr'
intro d
exact not_congr (transverseHitEquiv_eq_iff l d.val (Ne.symm d.property) (a d) p).symm
theorem unhitCount_eq_filter_card (l : Line F) (a : TransverseDirections l → F) :
unhitCount l a = ((linePoints l).filter
(fun p => ∀ d : TransverseDirections l, ¬ OnLine p (d.val, a d))).card := by
classical
unfold unhitCount
refine Finset.card_bij (fun p _ => p.val) ?_ ?_ ?_
· intro p hp
simp only [Finset.mem_filter, Finset.mem_univ, true_and] at hp
simp only [Finset.mem_filter, linePoints, Finset.mem_univ, true_and]
exact ⟨p.property, hp⟩
· intro p hp r hr h
exact Subtype.ext h
· intro p hp
simp only [Finset.mem_filter, linePoints, Finset.mem_univ, true_and] at hp
refine ⟨⟨p, hp.1⟩, ?_, rfl⟩
simpa only [Finset.mem_filter, Finset.mem_univ, true_and] using hp.2
def transverseOffsets (l : Line F) (M : MergedPairs F) : TransverseDirections l → F :=
fun d => M d.val true
theorem unhitCount_eq_initiallyRetained (l : Line F) (M : MergedPairs F)
(hl : l ∉ initialDeletedLines M) :
unhitCount l (transverseOffsets l M) = (linePoints l ∩ initiallyRetained M).card := by
classical
rw [unhitCount_eq_filter_card]
congr 1
ext p
simp only [Finset.mem_filter, Finset.mem_inter, initiallyRetained,
Finset.mem_univ, true_and]
constructor
· rintro ⟨hp, ht⟩
refine ⟨hp, ?_⟩
intro k hk
rcases Finset.mem_image.mp hk with ⟨d, _, rfl⟩
by_cases hd : d = l.1
· intro hpd
have hpl : OnLine p l := (Finset.mem_filter.mp hp).2
have heq : l = constituent M d true :=
eq_of_onLine_same_direction p l (constituent M d true) hd.symm hpl hpd
apply hl
rw [heq]
exact Finset.mem_image.mpr ⟨d, Finset.mem_univ d, rfl⟩
· exact ht ⟨d, hd⟩
· rintro ⟨hp, ht⟩
refine ⟨hp, ?_⟩
intro d
exact ht (constituent M d.val true)
(Finset.mem_image.mpr ⟨d.val, Finset.mem_univ _, rfl⟩)
theorem uniformMean_unhitCount (l : Line F) :
VacantBins.uniformMean (fun a : TransverseDirections l → F => (unhitCount l a : ℝ)) =
(Fintype.card F : ℝ) * (1 - 1 / (Fintype.card F : ℝ)) ^ Fintype.card F := by
classical
let : Nonempty {p : Point F // OnLine p l} := ⟨(linePointsEquiv l).symm 0⟩
simp_rw [unhitCount_eq_missedCount]
rw [VacantBins.uniformMean_equiv (hitAssignmentsEquiv l)
(fun f => (VacantBins.missedCount f : ℝ))]
rw [VacantBins.uniformMean_missedCount, card_transverseDirections,
Fintype.card_congr (linePointsEquiv l)]
theorem integral_unhitCount (l : Line F)
[MeasurableSpace (TransverseDirections l → F)]
[MeasurableSingletonClass (TransverseDirections l → F)] :
(∫ a : TransverseDirections l → F, (unhitCount l a : ℝ)
∂(PMF.uniformOfFintype (TransverseDirections l → F)).toMeasure) =
(Fintype.card F : ℝ) * (1 - 1 / (Fintype.card F : ℝ)) ^ Fintype.card F := by
rw [VacantBins.integral_uniform_eq_uniformMean, uniformMean_unhitCount]
theorem abs_unhitCount_sub_le_one (l : Line F)
(a b : TransverseDirections l → F) (j : TransverseDirections l)
(hab : ∀ i, i ≠ j → a i = b i) :
|(unhitCount l a : ℝ) - (unhitCount l b : ℝ)| ≤ 1 := by
simp_rw [unhitCount_eq_missedCount]
apply VacantBins.abs_missedCount_sub_le_one _ _ j
intro i hi
change transverseHitEquiv l i.val (Ne.symm i.property) (a i) =
transverseHitEquiv l i.val (Ne.symm i.property) (b i)
rw [hab i hi]
end Balanced.LineOccupancy
end OAI