import Mathlib import OAI.Combinatorics.MatchingCount.Arithmetic.TreeNatDivision import OAI.Combinatorics.MatchingCount.Complexity.TreePolynomialLists namespace OAI namespace MatchingFPRAS.TreeTyped open Polynomial lemma polynomial_digitValue : PolynomialTime digitValue := by unfold digitValue exact polynomial_congr _ (polynomial_choose polynomial_identity (polynomial_constant 1) (polynomial_constant 0)) lemma polynomial_divStep : PolynomialTime divStepRealizer := by unfold divStepRealizer apply polynomial_congr apply polynomial_pair (polynomial_fst polynomial_second) apply polynomial_choose · apply polynomial_composition _ polynomial_less apply polynomial_pair · apply polynomial_composition _ polynomial_add exact polynomial_pair (polynomial_composition (polynomial_snd (polynomial_snd polynomial_second)) polynomial_double) (polynomial_composition polynomial_first polynomial_digitValue) · exact polynomial_fst polynomial_second · apply polynomial_pair · exact polynomial_composition (polynomial_fst (polynomial_snd polynomial_second)) polynomial_double · apply polynomial_composition _ polynomial_add exact polynomial_pair (polynomial_composition (polynomial_snd (polynomial_snd polynomial_second)) polynomial_double) (polynomial_composition polynomial_first polynomial_digitValue) · apply polynomial_pair · apply polynomial_composition _ polynomial_add exact polynomial_pair (polynomial_composition (polynomial_fst (polynomial_snd polynomial_second)) polynomial_double) (polynomial_constant 1) · apply polynomial_composition _ polynomial_subtract apply polynomial_pair · apply polynomial_composition _ polynomial_add exact polynomial_pair (polynomial_composition (polynomial_snd (polynomial_snd polynomial_second)) polynomial_double) (polynomial_composition polynomial_first polynomial_digitValue) · exact polynomial_fst polynomial_second lemma nat_size_double_digit (r : ℕ) (b : Bool) : (2*r+b.toNat).size≤r.size+3 := by have h1:=nat_size_mul 2 r have h2:=nat_size_add (2*r) b.toNat have h3 : b.toNat.size≤1 := Nat.size_le_size (Bool.toNat_le b) have h4 : Nat.size 2=2 := by decide have hm : max (2*r).size b.toNat.size≤r.size+2 := max_le (by omega) (by omega) omega lemma divStep_sizes (b : Bool) (n q r : ℕ) : (divStep (b,(n,q,r))).2.1.size≤q.size+3 ∧ (divStep (b,(n,q,r))).2.2.size≤r.size+3 := by have hq:=nat_size_double_digit q true have hq0:=nat_size_double_digit q false have hr:=nat_size_double_digit r b have hsub:=Nat.size_le_size (Nat.sub_le (2*r+b.toNat) n) simp only [Bool.toNat_true] at hq simp only [Bool.toNat_false,Nat.add_zero] at hq0 dsimp only [divStep] split_ifs <;> simp only <;> constructor <;> omega lemma divFold_sizes (bs : List Bool) (n q r : ℕ) : (bs.foldl (fun z b=>divStep (b,z)) (n,q,r)).2.1.size≤q.size+3*bs.length ∧ (bs.foldl (fun z b=>divStep (b,z)) (n,q,r)).2.2.size≤r.size+3*bs.length := by induction bs generalizing q r with | nil => simp | cons b bs ih => have hs:=divStep_sizes b n q r have ht:=ih (divStep (b,(n,q,r))).2.1 (divStep (b,(n,q,r))).2.2 have he : divStep (b,(n,q,r))=(n,(divStep (b,(n,q,r))).2.1,(divStep (b,(n,q,r))).2.2) := by exact Prod.ext rfl (Prod.eta _).symm change (bs.foldl _ (divStep (b,(n,q,r)))).2.1.size≤_ ∧ (bs.foldl _ (divStep (b,(n,q,r)))).2.2.size≤_ rw [he] simp only [List.length_cons] constructor <;> omega lemma polynomial_divFold : PolynomialTime (fold divStepRealizer) := by apply polynomial_fold polynomial_divStep (40*X+10) rintro bs ⟨n,q,r⟩ pre post he let S:=weight (bs,(n,q,r)) have hpre : pre.length≤S := (list_length_le_weight pre).trans ((weight_prefix he).trans (by dsimp [S]; simp only [weight_prod]; omega)) have hq : q.size≤S := by have h:=size_le_weight q; dsimp [S]; simp only [weight_prod]; omega have hr : r.size≤S := by have h:=size_le_weight r; dsimp [S]; simp only [weight_prod]; omega have hn : weight n≤S := by dsimp [S]; simp only [weight_prod]; omega have hs:=divFold_sizes pre n q r have hqo:=weight_nat_le (pre.foldl (fun z b=>divStep (b,z)) (n,q,r)).2.1 have hro:=weight_nat_le (pre.foldl (fun z b=>divStep (b,z)) (n,q,r)).2.2 have hf:=divFold_first pre n q r rw [←Prod.eta (pre.foldl (fun z b=>divStep (b,z)) (n,q,r)),weight_prod,hf, ←Prod.eta (pre.foldl (fun z b=>divStep (b,z)) (n,q,r)).2,weight_prod] simp only [Polynomial.eval_add,Polynomial.eval_mul,Polynomial.eval_ofNat,Polynomial.eval_X] change _≤40*S+10 omega lemma polynomial_divCore : PolynomialTime divCore := by unfold divCore apply polynomial_composition _ polynomial_second apply polynomial_composition _ polynomial_divFold exact polynomial_pair (polynomial_composition (polynomial_composition polynomial_first polynomial_toBits) polynomial_reverse) (polynomial_pair polynomial_second (polynomial_pair (polynomial_constant 0) (polynomial_constant 0))) lemma polynomial_division : PolynomialTime division := by unfold division apply polynomial_congr exact polynomial_choose (polynomial_composition (polynomial_pair (polynomial_constant 0) polynomial_second) polynomial_less) polynomial_divCore (polynomial_pair (polynomial_constant 0) polynomial_first) end MatchingFPRAS.TreeTyped end OAI