openAI-math-dataset / lean /OAI /NumberTheory /Ostmann /Arithmetic /ArithmeticLineIntegration.lean
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Add lean source and binary files (part 107)
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import Mathlib.Data.Nat.Totient
import OAI.NumberTheory.Ostmann.Characters.PolynomialLineFlags
namespace OAI
/-! # Actual line integrals as bounded functions of the cleared polynomial tests -/
namespace Ostmann
open scoped BigOperators Classical
noncomputable def internalLineScalar (external : Bool) (p : ℕ) : ℝ :=
((if external then p else p - 1 : ℕ) : ℝ)⁻¹
theorem internalLineScalar_nonneg (external : Bool) (p : ℕ) :
0 ≤ internalLineScalar external p := by
unfold internalLineScalar
positivity
theorem internalLineScalar_le_one (external : Bool) (p : ℕ) :
internalLineScalar external p ≤ 1 := by
let n : ℕ := if external then p else p - 1
change (n : ℝ)⁻¹ ≤ 1
rcases Nat.eq_zero_or_pos n with h | h
· simp [h]
· exact inv_le_one_of_one_le₀ (by exact_mod_cast h)
noncomputable def internalLineFlagWeight {J : Type*} (external : Bool) (p : ℕ)
(flags : Bool ⊕ J → Bool) : ℝ :=
if lineFeasibleFlags external flags then internalLineScalar external p else 0
theorem internalLineFlagWeight_nonneg {J : Type*} (external : Bool) (p : ℕ)
(flags : Bool ⊕ J → Bool) : 0 ≤ internalLineFlagWeight external p flags := by
unfold internalLineFlagWeight
split_ifs
· exact internalLineScalar_nonneg external p
· rfl
theorem internalLineFlagWeight_le_one {J : Type*} (external : Bool) (p : ℕ)
(flags : Bool ⊕ J → Bool) : internalLineFlagWeight external p flags ≤ 1 := by
unfold internalLineFlagWeight
split_ifs
· exact internalLineScalar_le_one external p
· norm_num
/-- The normalized count before the giant variables are integrated out. -/
noncomputable def internalLineProbability {J : Type*} {p : ℕ} [Fact p.Prime]
(external : Bool) (a b : J → ZMod p) : ℝ :=
if external then
(Fintype.card {z : ZMod p × (ZMod p)ˣ // ∀ j, a j * z.1 + b j * z.2 = 0} : ℝ) /
Fintype.card (ZMod p × (ZMod p)ˣ)
else
(Fintype.card {z : (ZMod p)ˣ × (ZMod p)ˣ // ∀ j, a j * z.1 + b j * z.2 = 0} : ℝ) /
Fintype.card ((ZMod p)ˣ × (ZMod p)ˣ)
theorem internalLineProbability_nonneg {J : Type*} {p : ℕ} [Fact p.Prime]
(external : Bool) (a b : J → ZMod p) : 0 ≤ internalLineProbability external a b := by
unfold internalLineProbability
split_ifs <;> positivity
theorem external_lineSystem_integral_eq_flags {σ J : Type*} {p : ℕ} [Fact p.Prime]
(L : J → PolynomialGiantLine σ) (i : J) (φ : MvPolynomial σ ℤ →+* ZMod p)
(hd : ∀ j, φ (L j).denominator ≠ 0)
(hrow : ((L i).normalized φ).1 ≠ 0 ∨ ((L i).normalized φ).2 ≠ 0) :
(Fintype.card {z : ZMod p × (ZMod p)ˣ //
∀ j, ((L j).normalized φ).1 * z.1 + ((L j).normalized φ).2 * z.2 = 0} : ℝ) /
Fintype.card (ZMod p × (ZMod p)ˣ) =
internalLineFlagWeight true p
(fun s => arithmeticTestFlag (φ (lineTestPolynomials L i s) = 0)) := by
rw [external_lineSystem_probability _ _ i hrow]
unfold internalLineFlagWeight
rw [external_polynomialLine_flags_iff L i φ hd]
rfl
theorem unit_lineSystem_integral_eq_flags {σ J : Type*} {p : ℕ} [Fact p.Prime]
(L : J → PolynomialGiantLine σ) (i : J) (φ : MvPolynomial σ ℤ →+* ZMod p)
(hd : ∀ j, φ (L j).denominator ≠ 0)
(hrow : ((L i).normalized φ).1 ≠ 0 ∨ ((L i).normalized φ).2 ≠ 0) :
(Fintype.card {z : (ZMod p)ˣ × (ZMod p)ˣ //
∀ j, ((L j).normalized φ).1 * z.1 + ((L j).normalized φ).2 * z.2 = 0} : ℝ) /
Fintype.card ((ZMod p)ˣ × (ZMod p)ˣ) =
internalLineFlagWeight false p
(fun s => arithmeticTestFlag (φ (lineTestPolynomials L i s) = 0)) := by
rw [unit_lineSystem_probability _ _ i hrow]
unfold internalLineFlagWeight
rw [unit_polynomialLine_flags_iff L i φ hd]
have hc : Fintype.card (ZMod p)ˣ = p - 1 := by
rw [ZMod.card_units_eq_totient, Nat.totient_prime (Fact.out : p.Prime)]
simp only [internalLineScalar, Bool.false_eq_true, ite_false, hc]
theorem internalLineProbability_eq_flags {σ J : Type*} {p : ℕ} [Fact p.Prime]
(external : Bool) (L : J → PolynomialGiantLine σ) (i : J)
(φ : MvPolynomial σ ℤ →+* ZMod p) (hd : ∀ j, φ (L j).denominator ≠ 0)
(hrow : ((L i).normalized φ).1 ≠ 0 ∨ ((L i).normalized φ).2 ≠ 0) :
internalLineProbability external (fun j => ((L j).normalized φ).1)
(fun j => ((L j).normalized φ).2) =
internalLineFlagWeight external p
(fun s => arithmeticTestFlag (φ (lineTestPolynomials L i s) = 0)) := by
cases external
· exact unit_lineSystem_integral_eq_flags L i φ hd hrow
· exact external_lineSystem_integral_eq_flags L i φ hd hrow
end Ostmann
end OAI