import Mathlib import OAI.Computability.MaxCut.Estimates.Rename namespace OAI noncomputable section namespace OptimalMaxCut.CounterMachine.Expr open scoped BigOperators open Finset attribute [local instance] Classical.propDecidable theorem indicator_and (P Q : Prop) [Decidable P] [Decidable Q] : (if P then (1:ℕ) else 0)*(if Q then 1 else 0) = if P ∧ Q then 1 else 0 := by by_cases hP : P <;> by_cases hQ : Q <;> simp [hP,hQ] def divides (a b : Expr) : Expr := .zero (remainder b a) @[simp] theorem divides_eval (a b : Expr) (input : List Bool) (args : ℕ → ℕ) : (divides a b).eval input args = if a.eval input args ∣ b.eval input args then 1 else 0 := by simp [divides, eval, Nat.dvd_iff_mod_eq_zero] def prime (n : Expr) : Expr := .mul (le (.const 2) n) (.zero (.sum n (.mul (le (.const 2) (.arg 0)) (divides (.arg 0) (n.rename Nat.succ))))) @[simp] theorem prime_eval (n : Expr) (input : List Bool) (args : ℕ → ℕ) : (prime n).eval input args = if (n.eval input args).Prime then 1 else 0 := by simp only [prime, eval, le_eval, divides_eval, rename_eval, bind] have h : (∑ i ∈ range (n.eval input args), (if 2 ≤ i then 1 else 0) * (if i ∣ n.eval input args then 1 else 0) : ℕ) = 0 ↔ ∀ i, 2 ≤ i → i < n.eval input args → ¬ i ∣ n.eval input args := by rw [sum_eq_zero_iff_of_nonneg (fun _ _ => Nat.zero_le _)] constructor · intro h i hi hn hd have hh := h i (mem_range.mpr hn) simp [hi, hd] at hh · intro h i hi by_cases h2 : 2 ≤ i · simp [h2, h i h2 (mem_range.mp hi)] · simp [h2] have hx : (if 2 ≤ n.eval input args then 1 else 0) * (if (∑ i ∈ range (n.eval input args), (if 2 ≤ i then 1 else 0)*(if i ∣ n.eval input args then 1 else 0) : ℕ)=0 then 1 else 0) = (if (n.eval input args).Prime then 1 else 0) := by simp only [h] exact (indicator_and _ _).trans (by simp only [Nat.prime_def_lt']) exact hx def powTwo (n : Expr) : Expr := .mul (positive n) (.zero (.sum (.add n (.const 1)) (.mul (prime (.arg 0)) (.mul (divides (.arg 0) (n.rename Nat.succ)) (.zero (equal (.arg 0) (.const 2))))))) @[simp] theorem powTwo_eval (n : Expr) (input : List Bool) (args : ℕ → ℕ) : (powTwo n).eval input args = if ∃ k : ℕ, n.eval input args = 2^k then 1 else 0 := by let N := n.eval input args have h : (∑ i ∈ range (N+1), (if i.Prime then 1 else 0)* ((if i ∣ N then 1 else 0)*(if (if i=2 then 1 else 0)=0 then 1 else 0)) : ℕ) = 0 ↔ ∀ i ≤ N, i.Prime → i ∣ N → i=2 := by rw [sum_eq_zero_iff_of_nonneg (fun _ _ => Nat.zero_le _)] constructor · intro h i hi hp hd have hh := h i (mem_range.mpr (by omega)) by_contra hn simp [hp,hd,hn] at hh · intro h i hi by_cases hp : i.Prime <;> by_cases hd : i ∣ N <;> simp_all exact h i (by omega) hp hd have hh : (N ≠ 0 ∧ ∀ i ≤ N, i.Prime → i ∣ N → i=2) ↔ ∃ k : ℕ, N=2^k := by constructor · rintro ⟨hn,hp⟩ exact ⟨_, Nat.eq_prime_pow_of_unique_prime_dvd hn (fun {d} hd hdn => hp d (Nat.le_of_dvd (by omega) hdn) hd hdn)⟩ · rintro ⟨k,hk⟩ rw [hk] refine ⟨by positivity, ?_⟩ intro i hi hp hd exact (Nat.prime_dvd_prime_iff_eq hp Nat.prime_two).mp (hp.dvd_of_dvd_pow hd) simp only [powTwo, eval, positive_eval, prime_eval, divides_eval, equal_eval, rename_eval, bind] change (if N ≠ 0 then 1 else 0)*(if _=0 then 1 else 0) = if ∃ k, N=2^k then 1 else 0 have hx : (if N ≠ 0 then 1 else 0)*(if (∑ i ∈ range (N+1), (if i.Prime then 1 else 0)* ((if i ∣ N then 1 else 0)*(if (if i=2 then 1 else 0)=0 then 1 else 0)) : ℕ) = 0 then 1 else 0) = (if ∃ k, N=2^k then 1 else 0) := by simp only [h] exact (indicator_and _ _).trans (by simp only [hh]) exact hx /-- Cardinality of powers of two not exceeding an integer, hence its bit length. -/ def size (n : Expr) : Expr := .sum (.add n (.const 1)) (powTwo (.arg 0)) theorem count_powers (N : ℕ) : (∑ i ∈ range (N+1), if ∃ k : ℕ, i=2^k then (1:ℕ) else 0) = N.size := by rw [sum_boole] have hb : {i ∈ range (N+1) | ∃ k : ℕ, i=2^k} = (range N.size).image (fun k => 2^k) := by ext i simp only [mem_filter, mem_range, mem_image] constructor · rintro ⟨hi,k,rfl⟩ exact ⟨k, Nat.lt_size.mpr (by omega), rfl⟩ · rintro ⟨k,hk,rfl⟩ exact ⟨by have := Nat.lt_size.mp hk; omega, k, rfl⟩ rw [hb, card_image_of_injective _ (by intro a b h; exact (Nat.pow_right_injective (by omega : 2 ≤ 2)) h), card_range, Nat.cast_id] @[simp] theorem size_eval (n : Expr) (input : List Bool) (args : ℕ → ℕ) : (size n).eval input args = (n.eval input args).size := by simp only [size, eval, powTwo_eval, bind] exact count_powers (n.eval input args) /-- Locate the unique power of two having the requested binary digit index. Search is bounded by n+1; no exponentially large unary number is ever built. -/ def digitPower (n i : Expr) : Expr := .sum (.add n (.const 1)) (.mul (.arg 0) (.mul (powTwo (.arg 0)) (equal (size (.arg 0)) (.add (i.rename Nat.succ) (.const 1))))) theorem digitPower_eval (n i : Expr) (input : List Bool) (args : ℕ → ℕ) (hi : i.eval input args < (n.eval input args).size) : (digitPower n i).eval input args = 2^(i.eval input args) := by simp only [digitPower, eval, powTwo_eval, size_eval, equal_eval, rename_eval, bind] let N := n.eval input args let I := i.eval input args have hpow : 2^I ∈ range (N+1) := mem_range.mpr (by have hh := Nat.lt_size.mp hi; change 2^I ≤ N at hh; omega) rw [sum_eq_single_of_mem (2^I) hpow] · simp [Nat.size_pow, I] · intro b hb hne by_cases hp : ∃ k : ℕ, b=2^k · obtain ⟨k,rfl⟩ := hp have hk : k ≠ I := by rintro rfl; exact hne rfl simp only [Nat.size_pow, Nat.add_right_cancel_iff] have hk' : k ≠ i.eval input (fun j => args j) := hk simp [hk'] · simp [hp] def digit (n i : Expr) : Expr := remainder (quotient n (digitPower n i)) (.const 2) theorem digit_eval (n i : Expr) (input : List Bool) (args : ℕ → ℕ) (hi : i.eval input args < (n.eval input args).size) : (digit n i).eval input args = n.eval input args / 2^(i.eval input args) % 2 := by simp [digit, eval, digitPower_eval n i input args hi] end OptimalMaxCut.CounterMachine.Expr end end OAI