openAI-math-dataset / lean /OAI /Computability /StarHeight /PeriodicLanguages.lean
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import OAI.Computability.StarHeight.EndSearch
namespace OAI
namespace GeneralizedStarHeight
universe u
universe uM uQ uQ2 uM2
namespace PeriodicTemplates
open scoped Computability Classical
variable {Alphabet : Type u}
def wordPower (c : List Alphabet) (i : ℕ) : List Alphabet :=
((FreeMonoid.ofList c) ^ i).toList
@[simp] lemma wordPower_zero (c : List Alphabet) : wordPower c 0 = [] := rfl
lemma wordPower_add (c : List Alphabet) (i j : ℕ) :
wordPower c (i + j) = wordPower c i ++ wordPower c j := by
simp only [wordPower, pow_add, FreeMonoid.toList_mul]
@[simp] lemma wordPower_one (c : List Alphabet) : wordPower c 1 = c := by
simp [wordPower]
lemma wordPower_mul (c : List Alphabet) (i j : ℕ) :
wordPower (wordPower c i) j = wordPower c (i * j) := by
simp only [wordPower, FreeMonoid.ofList_toList, pow_mul]
lemma wordPower_replicate (c : List Alphabet) (i : ℕ) :
wordPower c i = (List.replicate i c).flatten := by
induction i with
| zero => rfl
| succ i hi => simp [wordPower_add, List.replicate_add, hi]
lemma singleton_star (c : List Alphabet) (w : List Alphabet) :
w ∈ ({c} : Language Alphabet)∗ ↔ ∃ i, w = wordPower c i := by
rw [Language.mem_kstar]
constructor
· rintro ⟨pieces, rfl, hp⟩
have he : pieces = List.replicate pieces.length c :=
List.eq_replicate_iff.mpr ⟨rfl, fun v hv => hp v hv⟩
exact ⟨pieces.length, by rw [wordPower_replicate, he]; simp⟩
· rintro ⟨i, rfl⟩
refine ⟨List.replicate i c, wordPower_replicate c i, ?_⟩
intro v hv
change v = c
exact (List.mem_replicate.mp hv).2
def progression (a c b : List Alphabet) (i p : ℕ) : Language Alphabet :=
{a ++ wordPower c i} * ({wordPower c p} : Language Alphabet)∗ * {b}
lemma mem_progression (a c b : List Alphabet) (i p : ℕ) (w : List Alphabet) :
w ∈ progression a c b i p ↔ ∃ q, w = a ++ wordPower c (i + q * p) ++ b := by
simp only [progression, Language.mem_mul]
constructor
· rintro ⟨v, ⟨a', ha, mid, hm, rfl⟩, b', hb, rfl⟩
subst a'
subst b'
obtain ⟨q, rfl⟩ := (singleton_star _ _).mp hm
exact ⟨q, by rw [wordPower_mul, wordPower_add, Nat.mul_comm q p]; simp only [List.append_assoc]⟩
· rintro ⟨q, rfl⟩
refine ⟨(a ++ wordPower c i) ++ wordPower c (p * q), ?_, b, rfl, ?_⟩
· refine ⟨a ++ wordPower c i, rfl, wordPower c (p * q), ?_, rfl⟩
apply (singleton_star _ _).mpr
exact ⟨q, (wordPower_mul c p q).symm⟩
· rw [wordPower_add, Nat.mul_comm q p]
simp only [List.append_assoc]
lemma progression_height (a c b : List Alphabet) (i p : ℕ) :
HasHeightAtMost (progression a c b i p) 1 :=
((HasHeightAtMost.singleton _ 1).concat
((HasHeightAtMost.singleton _ 0).star)).concat (HasHeightAtMost.singleton _ 1)
def accepted (a c b : List Alphabet) (P : ℕ → Prop) : Language Alphabet :=
{w | ∃ i, P i ∧ w = a ++ wordPower c i ++ b}
lemma accepted_height (a c b : List Alphabet) (P : ℕ → Prop) (N p : ℕ)
(hp : 0 < p) (hperiod : ∀ i, N ≤ i → ∀ q, P (i + q * p) ↔ P i) :
HasHeightAtMost (accepted a c b P) 1 := by
classical
let small := (Finset.range N).filter P
let residues := (Finset.range p).filter (fun r => P (N + r))
let L₀ : Language Alphabet := ⨆ i ∈ small, {a ++ wordPower c i ++ b}
let L₁ : Language Alphabet := ⨆ r ∈ residues, progression a c b (N + r) p
have h₀ : HasHeightAtMost L₀ 1 := HasHeightAtMost.finset_iSup small _
(fun i _ => HasHeightAtMost.singleton _ 1)
have h₁ : HasHeightAtMost L₁ 1 := HasHeightAtMost.finset_iSup residues _
(fun r _ => progression_height a c b (N + r) p)
have he : accepted a c b P = L₀ + L₁ := by
ext w
change (∃ i, P i ∧ w = a ++ wordPower c i ++ b) ↔ w ∈ L₀ ∨ w ∈ L₁
constructor
· rintro ⟨i, hi, rfl⟩
by_cases hsmall : i < N
· left
exact Language.mem_iSup.mpr ⟨i, Language.mem_iSup.mpr
⟨Finset.mem_filter.mpr ⟨Finset.mem_range.mpr hsmall, hi⟩, rfl⟩⟩
· right
let r := (i - N) % p
let q := (i - N) / p
have hir : i = N + r + q * p := by
have hd := Nat.mod_add_div (i - N) p
rw [Nat.mul_comm p] at hd
dsimp [r, q]
omega
have hr : r < p := Nat.mod_lt _ hp
have hrP : P (N + r) := by
apply (hperiod (N + r) (by omega) q).mp
rwa [← hir]
exact Language.mem_iSup.mpr ⟨r, Language.mem_iSup.mpr
⟨Finset.mem_filter.mpr ⟨Finset.mem_range.mpr hr, hrP⟩,
(mem_progression _ _ _ _ _ _).mpr ⟨q, by rw [← hir]⟩⟩⟩
· rintro (hw | hw)
· obtain ⟨i, hw⟩ := Language.mem_iSup.mp hw
obtain ⟨hi, he⟩ := Language.mem_iSup.mp hw
exact ⟨i, (Finset.mem_filter.mp hi).2, he⟩
· obtain ⟨r, hw⟩ := Language.mem_iSup.mp hw
obtain ⟨hr, hw⟩ := Language.mem_iSup.mp hw
obtain ⟨q, he⟩ := (mem_progression _ _ _ _ _ _).mp hw
exact ⟨N + r + q * p, (hperiod _ (by omega) q).mpr
(Finset.mem_filter.mp hr).2, he⟩
rw [he]
exact h₀.union h₁
lemma recognized_template_height {M : Type uM} [Monoid M] [Fintype M]
(T : FreeMonoid Alphabet →* M) (F : Set M) (a c b : List Alphabet) :
HasHeightAtMost (accepted a c b (fun i =>
T (FreeMonoid.ofList a) * (T (FreeMonoid.ofList c)) ^ i * T (FreeMonoid.ofList b) ∈ F)) 1 := by
apply accepted_height a c b _ (Fintype.card M) (Fintype.card M).factorial
(Nat.factorial_pos _)
intro i hi q
rw [FiniteMonoidPeriod.pow_factorial _ hi]
end PeriodicTemplates
namespace FiniteRecognition
open scoped Computability
variable {Alphabet : Type u}
def transition {Q : Type uQ} (A : DFA Alphabet Q) :
FreeMonoid Alphabet →* (Function.End Q)ᵐᵒᵖ where
toFun w := MulOpposite.op (fun q => A.evalFrom q w.toList)
map_one' := by apply MulOpposite.unop_injective; funext q; rfl
map_mul' x y := by
apply MulOpposite.unop_injective
funext q
exact A.evalFrom_of_append q x.toList y.toList
@[simp] lemma transition_apply {Q : Type uQ2} (A : DFA Alphabet Q) (w : List Alphabet) (q : Q) :
(transition A (FreeMonoid.ofList w)).unop q = A.evalFrom q w := rfl
lemma of_regular {L : Language Alphabet} (hL : L.IsRegular) :
∃ (M : Type) (_ : Monoid M) (_ : Fintype M) (T : FreeMonoid Alphabet →* M) (F : Set M),
∀ w, w ∈ L ↔ T (FreeMonoid.ofList w) ∈ F := by
classical
obtain ⟨Q, hQ, A, rfl⟩ := hL
let : Fintype Q := hQ
let : Fintype (Function.End Q)ᵐᵒᵖ :=
Fintype.ofEquiv (Q → Q) (Equiv.refl _ |>.trans MulOpposite.opEquiv)
exact ⟨(Function.End Q)ᵐᵒᵖ, inferInstance, inferInstance, transition A,
{f | f.unop A.start ∈ A.accept}, fun _ => Iff.rfl⟩
end FiniteRecognition
namespace PeriodicTemplates
open scoped Computability Classical
variable {Alphabet : Type u}
abbrev Template (Alphabet : Type u) := List Alphabet × List Alphabet × List Alphabet
def instanceWord (t : Template Alphabet) (i : ℕ) : List Alphabet :=
t.1 ++ wordPower t.2.1 i ++ t.2.2
lemma recognized_cover_height {M : Type uM2} [Monoid M] [Fintype M]
(T : FreeMonoid Alphabet →* M) (F : Set M)
(L : Language Alphabet) (hL : ∀ w, w ∈ L ↔ T (FreeMonoid.ofList w) ∈ F)
(templates : Finset (Template Alphabet))
(hcover : ∀ w ∈ L, ∃ t ∈ templates, ∃ i, w = instanceWord t i) :
HasHeightAtMost L 1 := by
let component := fun t : Template Alphabet => accepted t.1 t.2.1 t.2.2 (fun i =>
T (FreeMonoid.ofList t.1) * (T (FreeMonoid.ofList t.2.1)) ^ i *
T (FreeMonoid.ofList t.2.2) ∈ F)
have hc : ∀ t ∈ templates, HasHeightAtMost (component t) 1 :=
fun t _ => recognized_template_height T F t.1 t.2.1 t.2.2
have beq : ∀ t i, T (FreeMonoid.ofList (instanceWord t i)) =
T (FreeMonoid.ofList t.1) * (T (FreeMonoid.ofList t.2.1)) ^ i *
T (FreeMonoid.ofList t.2.2) := by
intro t i
simp only [instanceWord, wordPower, FreeMonoid.ofList_append,
FreeMonoid.ofList_toList, map_mul, map_pow]
have he : L = ⨆ t ∈ templates, component t := by
ext w
constructor
· intro hw
obtain ⟨t, ht, i, rfl⟩ := hcover w hw
refine Language.mem_iSup.mpr ⟨t, Language.mem_iSup.mpr ⟨ht, i, ?_, rfl⟩⟩
change T (FreeMonoid.ofList t.1) * T (FreeMonoid.ofList t.2.1) ^ i *
T (FreeMonoid.ofList t.2.2) ∈ F
rw [← beq]
exact (hL _).mp hw
· intro hw
obtain ⟨t, hw⟩ := Language.mem_iSup.mp hw
obtain ⟨ht, i, hi, rfl⟩ := Language.mem_iSup.mp hw
apply (hL _).mpr
exact (beq t i).symm ▸ hi
rw [he]
exact HasHeightAtMost.finset_iSup templates component hc
lemma regular_cover_height (L : Language Alphabet) (hL : L.IsRegular)
(templates : Finset (Template Alphabet))
(hcover : ∀ w ∈ L, ∃ t ∈ templates, ∃ i, w = instanceWord t i) :
HasHeightAtMost L 1 := by
obtain ⟨M, hM, hF, T, F, hT⟩ := FiniteRecognition.of_regular hL
exact recognized_cover_height T F L hT templates hcover
end PeriodicTemplates
end GeneralizedStarHeight
end OAI