openAI-math-dataset / lean /OAI /Combinatorics /BalancedRyser /Local /AlignedUsedObservable.lean
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Add lean source and binary files (part 40)
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import OAI.Combinatorics.BalancedRyser.Local.AlignedGlobalProduct
import OAI.Combinatorics.BalancedRyser.Local.LocalUnusedOffsetProbability
namespace OAI
namespace Balanced.Local.AlignedGlobal
open AlignedUnused TupleAlignment RootChildPartition
noncomputable section
attribute [local instance] Classical.propDecidable
variable {F : Type*} [Field F] [Fintype F] [DecidableEq F]
variable {b κ : ℕ}
def refreshUnused (P : EqualityPattern b κ) (a : DirectionAssignment F b κ)
(M : MergedPairs F) (u : UnusedArray P a) : MergedPairs F :=
(split P a).symm ((split P a M).1, u)
omit [Field F] [Fintype F] in
theorem refreshUnused_used (P : EqualityPattern b κ)
(a : DirectionAssignment F b κ) (M : MergedPairs F) (u : UnusedArray P a)
(d : Direction F) (hd : d ∈ usedDirections P a) :
refreshUnused P a M u d = M d := by
exact congrFun (congrArg Prod.fst
((split P a).apply_symm_apply ((split P a M).1, u))) ⟨d, hd⟩
omit [Field F] [Fintype F] in
theorem refreshUnused_unused (P : EqualityPattern b κ)
(a : DirectionAssignment F b κ) (M : MergedPairs F) (u : UnusedArray P a)
(d : {d : Direction F // d ∉ usedDirections P a}) :
refreshUnused P a M u d.1 = u d := by
exact congrFun (congrArg Prod.snd
((split P a).apply_symm_apply ((split P a M).1, u))) d
def refreshAligned (P : EqualityPattern b κ) (a : DirectionAssignment F b κ)
(bits : Bits b) (p : Point F) (M : AlignedOffsets P a bits p)
(u : UnusedArray P a) : AlignedOffsets P a bits p :=
⟨refreshUnused P a M.1 u,
(aligned_agree P a bits p M.1 (refreshUnused P a M.1 u)
(fun d hd => (refreshUnused_used P a M.1 u d hd).symm)).mp M.2⟩
omit [Fintype F] in
theorem coordinates_refreshAligned (P : EqualityPattern b κ)
(R : Finset (Fin b)) (a : DirectionAssignment F b κ)
(bits : Bits b) (p : Point F) (M : AlignedOffsets P a bits p)
(u : UnusedArray P a) :
coordinates P R a bits p (refreshAligned P a bits p M u) =
((coordinates P R a bits p M).1, u) := by
apply Prod.ext
· funext ij
apply congrArg (linePointEquiv (a.1 ij.1.1) (lineEval (a.1 ij.1.1) p))
apply Subtype.ext
exact UnusedOffsetProbability.prescribedPoint_eq_of_used_agreement
_ _ (refreshUnused_used P a M.1 u) ij.1
· funext d
exact refreshUnused_unused P a M.1 u d
theorem generated_refresh (P : EqualityPattern b κ) (hκ : κ ≤ 2)
(R : Finset (Fin b)) (hD : (dependentOccurrences P R).card = 2*κ)
(a : DirectionAssignment F b κ) (ha : Eligible P a)
(bits : Bits b) (p : Point F) (x : FreeIndex P R → F)
(u v : UnusedArray P a) :
refreshAligned P a bits p
((coordinateEquiv P hκ R hD a ha bits p).symm (x,u)) v =
(coordinateEquiv P hκ R hD a ha bits p).symm (x,v) := by
apply (coordinateEquiv P hκ R hD a ha bits p).injective
rw [coordinateEquiv_apply, coordinates_refreshAligned]
change ((coordinateEquiv P hκ R hD a ha bits p
((coordinateEquiv P hκ R hD a ha bits p).symm (x,u))).1, v) = _
simp only [Equiv.apply_symm_apply]
theorem generated_used_agree (P : EqualityPattern b κ) (hκ : κ ≤ 2)
(R : Finset (Fin b)) (hD : (dependentOccurrences P R).card = 2*κ)
(a : DirectionAssignment F b κ) (ha : Eligible P a)
(bits : Bits b) (p : Point F) (x : FreeIndex P R → F)
(u v : UnusedArray P a) (d : Direction F) (hd : d ∈ usedDirections P a) :
((coordinateEquiv P hκ R hD a ha bits p).symm (x,u)).1 d =
((coordinateEquiv P hκ R hD a ha bits p).symm (x,v)).1 d := by
rw [← generated_refresh P hκ R hD a ha bits p x u v]
exact (refreshUnused_used P a _ v d hd).symm
def generatedZero (P : EqualityPattern b κ) (hκ : κ ≤ 2)
(R : Finset (Fin b)) (hD : (dependentOccurrences P R).card = 2*κ)
(a : DirectionAssignment F b κ) (ha : Eligible P a)
(bits : Bits b) (p : Point F) (x : FreeIndex P R → F) : MergedPairs F :=
((coordinateEquiv P hκ R hD a ha bits p).symm (x, fun _ _ => 0)).1
theorem alignedLaw_map_used {O : Type*}
(P : EqualityPattern b κ) (hκ : κ ≤ 2)
(R : Finset (Fin b)) (hD : (dependentOccurrences P R).card = 2*κ)
(a : DirectionAssignment F b κ) (ha : Eligible P a)
(bits : Bits b) (p : Point F) (obs : MergedPairs F → O)
(hobs : ∀ M N, (∀ d ∈ usedDirections P a, M d = N d) → obs M = obs N) :
(alignedLaw P hκ a ha bits p).map obs =
(PMF.uniformOfFintype (FreeIndex P R → F)).map
(fun x => obs (generatedZero P hκ R hD a ha bits p x)) := by
rw [alignedLaw_eq_uniform_coordinates P hκ R hD a ha bits p, PMF.map_comp]
have hf : (obs ∘ (fun z =>
((coordinateEquiv P hκ R hD a ha bits p).symm z).1)) =
(fun x => obs (generatedZero P hκ R hD a ha bits p x)) ∘ Prod.fst := by
funext z
apply hobs
intro d hd
exact generated_used_agree P hκ R hD a ha bits p z.1 z.2 (fun _ _ => 0) d hd
rw [hf, ← PMF.map_comp, uniform_map_fst]
theorem conditioned_probability_eq_uniform_free
(P : EqualityPattern b κ) (hκ : κ ≤ 2)
(R : Finset (Fin b)) (hD : (dependentOccurrences P R).card = 2*κ)
(a : DirectionAssignment F b κ) (ha : Eligible P a)
(bits : Bits b) (p : Point F) (E : MergedPairs F → Prop)
(hE : ∀ M N, (∀ d ∈ usedDirections P a, M d = N d) → (E M ↔ E N)) :
conditionedOffsetProbability (Aligned P a bits p) E =
((PMF.uniformOfFintype (FreeIndex P R → F)).toOuterMeasure
{x | E (generatedZero P hκ R hD a ha bits p x)}).toReal := by
rw [conditioned_probability_eq_uniform_coordinates P hκ R hD a ha bits p E]
have heq : {z | E ((coordinateEquiv P hκ R hD a ha bits p).symm z).1} =
Prod.fst ⁻¹' {x | E (generatedZero P hκ R hD a ha bits p x)} := by
ext z
exact hE _ _ (generated_used_agree P hκ R hD a ha bits p z.1 z.2 (fun _ _ => 0))
rw [heq]
have hm := congrArg (fun μ : PMF (FreeIndex P R → F) =>
(μ.toOuterMeasure {x | E (generatedZero P hκ R hD a ha bits p x)}).toReal)
(uniform_map_fst (α := FreeIndex P R → F) (β := UnusedArray P a))
simpa only [PMF.toOuterMeasure_map_apply] using hm
end
end Balanced.Local.AlignedGlobal
end OAI