import OAI.Combinatorics.EditApproximation.Binary.BinaryAffineGuard namespace OAI /-! A structural polynomial bound for finite Boolean arithmetic loops. The expression language includes only operations whose magnitude is bounded by a fixed power of a common input bound. -/ namespace EditApproximation inductive FiniteBitPolynomial (ι : Type*) where | input (i : ι) | constant (n : ℕ) | add (a b : FiniteBitPolynomial ι) | mul (a b : FiniteBitPolynomial ι) | pow (a : FiniteBitPolynomial ι) (n : ℕ) | maximum (a b : FiniteBitPolynomial ι) | minimum (a b : FiniteBitPolynomial ι) | bitLength (a : FiniteBitPolynomial ι) namespace FiniteBitPolynomial instance {ι : Type*} (n : ℕ) : OfNat (FiniteBitPolynomial ι) n := ⟨.constant n⟩ instance {ι : Type*} : Add (FiniteBitPolynomial ι) := ⟨.add⟩ instance {ι : Type*} : Mul (FiniteBitPolynomial ι) := ⟨.mul⟩ instance {ι : Type*} : Pow (FiniteBitPolynomial ι) ℕ := ⟨.pow⟩ def eval {ι : Type*} (env : ι → ℕ) : FiniteBitPolynomial ι → ℕ | .input i => env i | .constant n => n | .add a b => a.eval env + b.eval env | .mul a b => a.eval env * b.eval env | .pow a n => a.eval env ^ n | .maximum a b => max (a.eval env) (b.eval env) | .minimum a b => min (a.eval env) (b.eval env) | .bitLength a => Nat.size (a.eval env) def degree {ι : Type*} : FiniteBitPolynomial ι → ℕ | .input _ => 1 | .constant n => Nat.size n | .add a b => max a.degree b.degree + 1 | .mul a b => a.degree + b.degree | .pow a n => a.degree * n | .maximum a b => max a.degree b.degree | .minimum a b => max a.degree b.degree | .bitLength a => a.degree theorem eval_le_pow {ι : Type*} (p : FiniteBitPolynomial ι) (env : ι → ℕ) (S : ℕ) (hS : 2 ≤ S) (henv : ∀ i, env i ≤ S) : p.eval env ≤ S ^ p.degree := by induction p with | input i => simpa only [eval, degree, pow_one] using henv i | constant n => exact (Nat.lt_size_self n).le.trans (Nat.pow_le_pow_left hS _) | add a b ha hb => have ha' := ha.trans (Nat.pow_le_pow_right (by omega : 0 < S) (Nat.le_max_left a.degree b.degree)) have hb' := hb.trans (Nat.pow_le_pow_right (by omega : 0 < S) (Nat.le_max_right a.degree b.degree)) change a.eval env + b.eval env ≤ S ^ (max a.degree b.degree + 1) calc _ ≤ 2 * S ^ max a.degree b.degree := by omega _ ≤ S * S ^ max a.degree b.degree := Nat.mul_le_mul_right _ hS _ = _ := (pow_succ' S _).symm | mul a b ha hb => exact (Nat.mul_le_mul ha hb).trans_eq (pow_add S a.degree b.degree).symm | pow a n ha => exact (Nat.pow_le_pow_left ha n).trans_eq (pow_mul S a.degree n).symm | maximum a b ha hb => exact max_le (ha.trans (Nat.pow_le_pow_right (by omega) (Nat.le_max_left a.degree b.degree))) (hb.trans (Nat.pow_le_pow_right (by omega) (Nat.le_max_right a.degree b.degree))) | minimum a b ha _ => exact (Nat.min_le_left _ _).trans (ha.trans (Nat.pow_le_pow_right (by omega) (Nat.le_max_left a.degree b.degree))) | bitLength a ha => exact (Nat.size_le.mpr Nat.lt_two_pow_self).trans ha end FiniteBitPolynomial end EditApproximation end OAI