import OAI.Computability.MatchingCount.BinarySolve namespace OAI /-! Polynomial-time approximation of weighted matchings with singleton loops. -/ namespace LoopMatching.BitAdd def value : List Bool → ℕ | [] => 0 | b :: bs => b.toNat + 2 * value bs def xor (a b : Bool) : Bool := if a then !b else b def digit (a b c : Bool) : Bool := xor (xor a b) c def carry (a b c : Bool) : Bool := (a && b) || (c && (a || b)) lemma fullAdder (a b c : Bool) : a.toNat + b.toNat + c.toNat = (digit a b c).toNat + 2 * (carry a b c).toNat := by cases a <;> cases b <;> cases c <;> decide lemma value_append (xs ys : List Bool) : value (xs ++ ys) = value xs + 2 ^ xs.length * value ys := by induction xs with | nil => simp [value] | cons b xs ih => simp only [List.cons_append, value, List.length_cons, pow_succ, ih]; ring lemma value_head_tail (xs : List Bool) : value xs = (xs.headD false).toNat + 2 * value xs.tail := by cases xs <;> rfl abbrev State := (List Bool × List Bool) × (Bool × List Bool) def step (z : State × Bool) : State := ((z.1.1.1.tail, z.1.1.2.tail), (carry (z.1.1.1.headD false) (z.1.1.2.headD false) z.1.2.1, z.1.2.2 ++ [digit (z.1.1.1.headD false) (z.1.1.2.headD false) z.1.2.1])) def initial (z : List Bool × List Bool) : State := (z, (false, [])) def finish (s : State) : List Bool := s.2.2 ++ if s.2.1 then [true] else [] def run (l : List Bool) (s : State) : State := l.foldl (fun s b => step (s,b)) s def add (z : List Bool × List Bool) : List Bool := finish (run (z.1 ++ z.2) (initial z)) def potential (s : State) : ℕ := value s.2.2 + 2 ^ s.2.2.length * (value s.1.1 + value s.1.2 + s.2.1.toNat) lemma potential_step (s : State) (b : Bool) : potential (step (s,b)) = potential s := by rcases s with ⟨⟨xs,ys⟩,c,os⟩ have h := fullAdder (xs.headD false) (ys.headD false) c have hx := value_head_tail xs have hy := value_head_tail ys simp only [potential, step, value_append, List.length_append, List.length_singleton, value, mul_zero, add_zero, pow_succ] rw [hx, hy] calc _ = value os + 2 ^ os.length * ((xs.headD false).toNat + (ys.headD false).toNat + c.toNat + 2 * (value xs.tail + value ys.tail)) := by rw [h] ring _ = _ := by ring lemma potential_run (l : List Bool) (s : State) : potential (run l s) = potential s := by induction l generalizing s with | nil => rfl | cons b l ih => change potential (run l (step (s,b))) = potential s rw [ih, potential_step] lemma run_inputs (l : List Bool) (s : State) : (run l s).1 = (s.1.1.drop l.length, s.1.2.drop l.length) := by induction l generalizing s with | nil => simp [run] | cons b l ih => change (run l (step (s,b))).1 = _ rw [ih] simp only [step, List.length_cons] congr 1 <;> simp [List.drop_tail] lemma run_length (l : List Bool) (s : State) : (run l s).2.2.length = s.2.2.length + l.length := by induction l generalizing s with | nil => simp [run] | cons b l ih => change (run l (step (s,b))).2.2.length = _ rw [ih] simp [step, Nat.add_comm, Nat.add_left_comm] lemma value_finish (s : State) (h : s.1 = ([], [])) : value (finish s) = potential s := by rcases s with ⟨⟨xs,ys⟩,c,os⟩ cases h cases c <;> simp [finish, potential, value_append, value] theorem value_add (z : List Bool × List Bool) : value (add z) = value z.1 + value z.2 := by have hi : (run (z.1 ++ z.2) (initial z)).1 = ([], []) := by rw [run_inputs] simp only [initial, List.length_append] rw [List.drop_eq_nil_of_le (by omega), List.drop_eq_nil_of_le (by omega)] rw [add, value_finish _ hi, potential_run] simp [potential, initial, value] theorem length_add (z : List Bool × List Bool) : (add z).length ≤ z.1.length + z.2.length + 1 := by have h := run_length (z.1 ++ z.2) (initial z) simp only [initial, List.length_nil, zero_add, List.length_append] at h unfold add finish split <;> simp_all [initial] lemma value_bits (n : ℕ) : value n.bits = n := by induction n using Nat.binaryRec' with | zero => simp [value] | bit b n h ih => rw [Nat.bits_append_bit n b h] cases b <;> simp [value, ih, Nat.bit, Nat.add_comm] theorem value_add_bits (m n : ℕ) : value (add (m.bits,n.bits)) = m+n := by rw [value_add, value_bits, value_bits] end LoopMatching.BitAdd end OAI