import OAI.Computability.LoopMatching.BitAddRoutine import OAI.Computability.LoopMatching.BitLength namespace OAI /-! Polynomial-time approximation of weighted matchings with singleton loops. -/ namespace LoopMatching.BitNormalize open BinaryMatching.StackCode open BitAdd (value) def step (z : List Bool × Bool) : List Bool := if z.2 then true :: z.1 else if z.1.isEmpty then [] else false :: z.1 def normalize (l : List Bool) : List Bool := l.foldr (fun b acc => step (acc,b)) [] lemma normalize_cons (b : Bool) (l : List Bool) : normalize (b::l) = step (normalize l,b) := rfl lemma step_length (l : List Bool) (b : Bool) : (step (l,b)).length ≤ l.length+1 := by cases b <;> cases l <;> simp [step] theorem length_normalize (l : List Bool) : (normalize l).length ≤ l.length := by induction l with | nil => simp [normalize] | cons b l ih => rw [normalize_cons] have h := step_length (normalize l) b simp only [List.length_cons] omega lemma value_step (l : List Bool) (b : Bool) : value (step (l,b)) = b.toNat + 2*value l := by cases b <;> cases l <;> simp [step, value] theorem value_normalize (l : List Bool) : value (normalize l) = value l := by induction l with | nil => rfl | cons b l ih => rw [normalize_cons, value_step, ih]; rfl theorem normalize_eq_bits (l : List Bool) : normalize l = (value l).bits := by induction l with | nil => simp [normalize, value] | cons b l ih => rw [normalize_cons, ih] by_cases hz : value l = 0 · cases b <;> simp [step, value, hz] · have hb : value l = 0 → b = true := fun h => (hz h).elim have hn : (value l).bits ≠ [] := by intro h have hv := BitAdd.value_bits (value l) rw [h] at hv exact hz hv.symm have he : ((value l).bits).isEmpty = false := by cases h : (value l).bits with | nil => exact (hn h).elim | cons a as => rfl have hv : value (b::l) = Nat.bit b (value l) := by cases b <;> simp [value, Nat.bit]; omega rw [hv, Nat.bits_append_bit _ _ hb] cases b <;> simp [step, he] theorem normalize_bits (n : ℕ) : normalize n.bits = n.bits := by rw [normalize_eq_bits, BitAdd.value_bits] theorem normalize_idempotent (l : List Bool) : normalize (normalize l) = normalize l := by rw [normalize_eq_bits l, normalize_bits] @[fun_prop] theorem step_poly : Poly step := by unfold step fun_prop lemma step_growth (z : List Bool × Bool) : (encode (step z)).length ≤ (encode z.1).length + 1*(2*(encode z.2).length+1) := by rw [BitAdd.boolList_code_length, BitAdd.boolList_code_length] simp only [encode_bool, List.length_singleton] have h := step_length z.1 z.2 change (step z).length ≤ z.1.length + 1 at h omega @[fun_prop] theorem normalize_poly : Poly normalize := by have hf := Poly.listFoldAdd step step_poly 1 step_growth have hh := Poly.comp _ (fun l : List Bool => (l.reverse, ([] : List Bool))) hf (by fun_prop) exact hh.congr (fun l => by simp [normalize, List.foldl_reverse]) def add (z : List Bool × List Bool) : List Bool := normalize (BitAdd.add z) @[fun_prop] theorem add_poly : Poly add := by unfold add; fun_prop theorem add_eq_bits (z : List Bool × List Bool) : add z = (value z.1 + value z.2).bits := by rw [add, normalize_eq_bits, BitAdd.value_add] theorem value_add (z : List Bool × List Bool) : value (add z) = value z.1 + value z.2 := by rw [add, value_normalize, BitAdd.value_add] theorem add_bits (m n : ℕ) : add (m.bits,n.bits) = (m+n).bits := by rw [add_eq_bits, BitAdd.value_bits, BitAdd.value_bits] theorem length_add (z : List Bool × List Bool) : (add z).length ≤ max z.1.length z.2.length + 1 := by rw [add_eq_bits] exact BitAdd.length_bits_value_add z.1 z.2 end LoopMatching.BitNormalize end OAI