openAI-math-dataset / lean /OAI /NumberTheory /PowerFree /PointInterpolation.lean
roseking's picture
Add lean source and binary files (part 115)
b797a5b verified
Raw History Blame Contribute Delete
15.4 kB
import OAI.NumberTheory.PowerFree.DegreeBudgets
namespace OAI
universe u
open scoped BigOperators
open Matrix
open scoped BigOperators
namespace QuarticPowerFree
section
open MvPolynomial
open scoped BigOperators
theorem exists_mv_interpolate {ι σ K : Type*} [Fintype ι] [Field K]
(z : ι → σ → K) (hz : Function.Injective z) (v : ι → K) :
∃ p : MvPolynomial σ K, ∀ i, eval (z i) p = v i := by
classical
have hsep : ∀ i j : ι, i ≠ j → ∃ a, z i a ≠ z j a := by
intro i j hij
by_contra! h
exact hij (hz (funext h))
let L : ι → ι → MvPolynomial σ K := fun i j =>
if hij : i = j then 1 else
let a := (hsep i j hij).choose
C ((z i a - z j a)⁻¹) * (X a - C (z j a))
have hLi : ∀ i j, eval (z i) (L i j) = 1 := by
intro i j
by_cases h : i = j
· simp [L, h]
· simp only [L, h, ↓reduceDIte, map_mul, eval_C, map_sub, eval_X]
exact inv_mul_cancel₀ (sub_ne_zero.mpr (hsep i j h).choose_spec)
have hLj : ∀ i j, i ≠ j → eval (z j) (L i j) = 0 := by
intro i j h
simp [L, h]
refine ⟨∑ i, C (v i) * ∏ j, L i j, ?_⟩
intro a
rw [map_sum, Finset.sum_eq_single a]
· simp [hLi]
· intro i _ hia
rw [map_mul, eval_C, map_prod]
have hp : (∏ j, eval (z a) (L i j)) = 0 :=
Finset.prod_eq_zero (Finset.mem_univ a) (hLj i a hia)
rw [hp, mul_zero]
· simp
theorem card_points_le_hilbert_constant {n : ℕ} {K ι : Type*} [Field K] [Fintype ι]
(I : Ideal (MvPolynomial (Fin n) K)) (z : ι → Fin n → K)
(hz : Function.Injective z) (hroot : ∀ i p, p ∈ I → eval (z i) p = 0)
(P : Polynomial ℚ) (hdeg : P.natDegree = 0)
(hP : ∀ᶠ T : ℕ in Filter.atTop,
(Module.finrank K ((totalSpace T).map (Ideal.Quotient.mkₐ K I).toLinearMap) : ℚ) = P.eval (T : ℚ)) :
(Fintype.card ι : ℚ) ≤ P.coeff 0 := by
classical
choose p hp using fun i : ι => exists_mv_interpolate z hz (Pi.single i 1)
obtain ⟨N,hN⟩ := Filter.eventually_atTop.mp hP
let T := max N (Finset.univ.sup (fun i => (p i).totalDegree))
have hpd : ∀ i, p i ∈ totalSpace T := by
intro i
apply mem_totalSpace.mpr
exact (Finset.le_sup (f := fun j => (p j).totalDegree) (Finset.mem_univ i)).trans (le_max_right _ _)
let W := (totalSpace T).map (Ideal.Quotient.mkₐ K I).toLinearMap
let L : (ι → K) →ₗ[K] W :=
{ toFun := fun x => ⟨Ideal.Quotient.mk I (∑ i, x i • p i),
⟨∑ i, x i • p i, Submodule.sum_mem _ (fun i _ => Submodule.smul_mem _ _ (hpd i)), rfl⟩⟩
map_add' := by
intro x y
apply Subtype.ext
change Ideal.Quotient.mk I (∑ i, (x i+y i) • p i) =
Ideal.Quotient.mk I (∑ i, x i • p i) + Ideal.Quotient.mk I (∑ i, y i • p i)
simp only [add_smul, Finset.sum_add_distrib, map_add]
map_smul' := by
intro c x
apply Subtype.ext
change Ideal.Quotient.mk I (∑ i, (c*x i) • p i) =
c • Ideal.Quotient.mk I (∑ i, x i • p i)
have hs : (∑ i, (c*x i) • p i) = c • (∑ i, x i • p i) := by
rw [Finset.smul_sum]
simp only [smul_smul]
rw [hs]
exact (Ideal.Quotient.mkₐ K I).toLinearMap.map_smul c _ }
have hev (x : ι → K) (i : ι) : eval (z i) (∑ j, x j • p j) = x i := by
change (aeval (z i)).toLinearMap (∑ j, x j • p j) = x i
have he (j : ι) : (aeval (z i)).toLinearMap (p j) = (if j=i then (1 : K) else 0) := by
change eval (z i) (p j) = _
simpa [Pi.single_apply, eq_comm] using hp j i
simp only [map_sum, LinearMap.map_smul, he, smul_eq_mul]
simp
have hL : Function.Injective L := by
intro x y hxy
have hm : (∑ i, x i • p i) - (∑ i, y i • p i) ∈ I :=
Ideal.Quotient.eq.mp (congrArg Subtype.val hxy)
funext i
have he := hroot i _ hm
rw [map_sub, hev, hev, sub_eq_zero] at he
exact he
let := totalSpace_finite (n := n) (K := K) T
have hc : Fintype.card ι ≤ Module.finrank K W := by
simpa only [Module.finrank_fintype_fun_eq_card] using LinearMap.finrank_le_finrank_of_injective hL
have he := hN T (le_max_left _ _)
rw [Polynomial.eq_C_of_natDegree_eq_zero hdeg, Polynomial.eval_C] at he
exact (Nat.cast_le.mpr hc).trans_eq he
end
section
open MvPolynomial
attribute [local instance] Classical.propDecidable
theorem affineDimension_independent_coordinates {n : ℕ} {K : Type*} [Field K]
(I : Ideal (MvPolynomial (Fin n) K)) (hI : I ≠ ⊤) :
∃ j : Fin (affineDimension I) → Fin n,
Function.Injective j ∧
AlgebraicIndependent K (fun a => Ideal.Quotient.mk I (X (j a))) := by
obtain ⟨P,j,hj,hi,_,N,hN⟩ := coordinate_hilbert_degree_independent I hI
have he : P = coordinateHilbert I := by
apply polynomial_eq_of_eventually_nat_eval_eq
filter_upwards [Filter.eventually_atTop.mpr ⟨N,hN⟩,coordinateHilbert_eventually I] with T hp hq
exact hp.symm.trans hq
subst P
exact ⟨j,hj,hi⟩
theorem determined_bounded_patch {n D : ℕ} {ι K : Type*}
[Fintype ι] [Field K] [CharZero K]
(I : Ideal (MvPolynomial (Fin n) K)) [I.IsPrime]
(hD : affineDegree I ≤ D) (z : ι → Fin n → ℤ)
(hdet : DeterminedInDegree I z D)
(hzI : ∀ p ∈ I, ∀ i, eval (fun l => (z i l : K)) p = 0)
(H : ℝ) (hH : 1 ≤ H) (hz : ∀ i l, |(z i l : ℝ)| ≤ H) :
∃ J : Set (Fin n), Nat.card J = affineDimension I ∧
∃ G : ↥(Jᶜ) → MvPolynomial (Fin n) ℤ,
(∀ i, (G i).totalDegree ≤ D) ∧
(∀ i m, |(((G i).coeff m : ℤ) : ℝ)| ≤ integralKernelHeight ((D+n).choose n) (H^D)) ∧
(∀ i, MvPolynomial.map (Int.castRingHom K) (G i) ∈ I) ∧
Matrix.det (fun i l : ↥(Jᶜ) => pderiv l.val (MvPolynomial.map (Int.castRingHom K) (G i))) ∉ I := by
obtain ⟨j,_,hj⟩ := affineDimension_independent_coordinates I (Ideal.IsPrime.ne_top inferInstance)
obtain hc | hp := bounded_patch_or_cut I (coordinateHilbert I) le_rfl
(coordinateHilbert_eventually I) hD j hj z hzI H hH hz
· obtain ⟨G,hG,_,hvan,hnot⟩ := hc
have hd : (MvPolynomial.map (Int.castRingHom K) G).totalDegree ≤ D := by
simpa only [totalDegree, support_map_of_injective G (f := Int.castRingHom K) (Int.cast_injective (α := K))] using hG
have hv : ∀ i, eval (fun l => (z i l : K)) (MvPolynomial.map (Int.castRingHom K) G) = 0 := by
intro i
have he := map_eval (Int.castRingHom K) (z i) G
rw [hvan i, map_zero] at he
exact he.symm
exact (hnot ((hdet _ hd).mp hv)).elim
· exact hp
theorem point_on_minimal_component {n : ℕ} {K : Type*} [Field K]
(J : Ideal (MvPolynomial (Fin n) K)) (z : Fin n → K)
(hz : ∀ p ∈ J, eval z p = 0) :
∃ Q ∈ J.minimalPrimes, ∀ p ∈ Q, eval z p = 0 := by
let P := RingHom.ker (eval z)
have hP : P.IsPrime := RingHom.ker_isPrime _
obtain ⟨Q,hQ,hQP⟩ := Ideal.exists_minimalPrimes_le (show J ≤ P from hz)
exact ⟨Q,hQ,fun p hp => hQP hp⟩
theorem proper_cut_components {n h : ℕ} {K : Type u} [Field K]
(I : Ideal (MvPolynomial (Fin n) K)) [I.IsPrime]
(p : MvPolynomial (Fin n) K) (hp : p ∉ I)
(hd : affineDimension I = h+1) :
∃ Q : Finset (Ideal (MvPolynomial (Fin n) K)),
(∀ J ∈ Q, J.IsPrime ∧ affineDimension J = h) ∧
(∑ J ∈ Q, affineDegree J) ≤ (p.totalDegree : ℚ) * affineDegree I ∧
(Q.card : ℚ) ≤ (p.totalDegree : ℚ) * affineDegree I ∧
(∀ z : Fin n → K, (∀ F ∈ I, eval z F = 0) → eval z p = 0 →
∃ J ∈ Q, ∀ F ∈ J, eval z F = 0) := by
classical
let J := I ⊔ Ideal.span {p}
let Q := (Ideal.finite_minimalPrimes_of_isNoetherianRing (MvPolynomial (Fin n) K) J).toFinset
have hQ : ∀ q : Q, q.val ∈ J.minimalPrimes := fun q => by
exact (Set.Finite.mem_toFinset _).mp q.property
refine ⟨Q,?_,?_,?_,?_⟩
· intro q hq
have hm := hQ ⟨q,hq⟩
have := hm.isPrime
exact ⟨hm.isPrime,proper_cut_component_dimension I q p hp hm hd⟩
· simpa only [Finset.univ_eq_attach, Finset.sum_attach] using proper_cut_sum_affineDegree_le I p hp hd (fun q : Q => q.val) hQ Subtype.val_injective
· simpa using proper_cut_component_card_le I p hp hd (fun q : Q => q.val) hQ Subtype.val_injective
· intro z hI hz
have hvan : ∀ F ∈ J, eval z F = 0 := by
change J ≤ RingHom.ker (eval z)
apply sup_le hI
exact Ideal.span_le.mpr (Set.singleton_subset_iff.mpr hz)
obtain ⟨q,hq,hzq⟩ := point_on_minimal_component J z hvan
exact ⟨q,(Set.Finite.mem_toFinset _).mpr hq,hzq⟩
end
open MvPolynomial
theorem zeroDim_isMaximal {n : ℕ} {K : Type u} [Field K]
(I : Ideal (MvPolynomial (Fin n) K)) [I.IsPrime]
(hd : affineDimension I = 0) : I.IsMaximal := by
have ht := hilbert_natDegree_eq_trdeg I (coordinateHilbert I) (coordinateHilbert_eventually I)
change (affineDimension I : Cardinal) = _ at ht
rw [hd, Nat.cast_zero] at ht
let : Algebra.IsAlgebraic K (MvPolynomial (Fin n) K ⧸ I) := trdeg_eq_zero_iff.mp ht.symm
exact Ideal.Quotient.maximal_of_isField I (isField_of_isIntegral_of_isField' (R := K)
(S := MvPolynomial (Fin n) K ⧸ I) (Field.toIsField K))
theorem zeroDim_eq_point {n : ℕ} {K : Type u} [Field K]
(I : Ideal (MvPolynomial (Fin n) K)) [I.IsPrime]
(hd : affineDimension I = 0) (z : Fin n → K)
(hz : ∀ p ∈ I, eval z p = 0) : I = RingHom.ker (eval z) := by
apply (zeroDim_isMaximal I hd).eq_of_le (RingHom.ker_isPrime _).ne_top
exact hz
theorem zeroDim_determined {n D : ℕ} {ι K : Type*} [Nonempty ι] [Field K]
(I : Ideal (MvPolynomial (Fin n) K)) [I.IsPrime]
(hd : affineDimension I = 0) (z : ι → Fin n → ℤ)
(hz : ∀ p ∈ I, ∀ i, eval (fun l => (z i l : K)) p = 0) : DeterminedInDegree I z D := by
intro p _
constructor
· intro hp
obtain ⟨i⟩ := ‹Nonempty ι›
rw [zeroDim_eq_point I hd (fun l => (z i l : K)) (fun q hq => hz q hq i)]
exact hp i
· exact hz p
open MvPolynomial
open scoped BigOperators
attribute [local instance] Classical.propDecidable
structure IntegerPatch (n : ℕ) where
free : Set (Fin n)
equations : ↥(freeᶜ) → MvPolynomial (Fin n) ℤ
noncomputable def IntegerPatch.minor {n : ℕ} (P : IntegerPatch n) : MvPolynomial (Fin n) ℤ :=
Matrix.det (fun i j : ↥(P.freeᶜ) => pderiv j.val (P.equations i))
def IntegerPatch.On {n : ℕ} {K : Type*} [Field K]
(P : IntegerPatch n) (I : Ideal (MvPolynomial (Fin n) K)) : Prop :=
Nat.card P.free = affineDimension I ∧
(∀ i, MvPolynomial.map (Int.castRingHom K) (P.equations i) ∈ I) ∧
MvPolynomial.map (Int.castRingHom K) P.minor ∉ I
def IntegerPatch.Bounded {n : ℕ} (P : IntegerPatch n) (D : ℕ) (H : ℝ) : Prop :=
∃ d ≤ D, (∀ i, (P.equations i).totalDegree ≤ d) ∧
∀ i m, |(((P.equations i).coeff m : ℤ) : ℝ)| ≤
integralKernelHeight ((d+n).choose n) (H^d)
def PointOn {n : ℕ} {K : Type*} [Field K]
(I : Ideal (MvPolynomial (Fin n) K)) (z : Fin n → ℤ) : Prop :=
∀ p ∈ I, eval (fun l => (z l : K)) p = 0
theorem IntegerPatch.Bounded.mono {n D E : ℕ} {P : IntegerPatch n} {H : ℝ}
(h : P.Bounded D H) (hDE : D ≤ E) : P.Bounded E H := by
obtain ⟨d,hd,hdeg,hheight⟩ := h
exact ⟨d,hd.trans hDE,hdeg,hheight⟩
theorem map_integer_minor {n : ℕ} {K : Type*} [Field K] (P : IntegerPatch n) :
MvPolynomial.map (Int.castRingHom K) P.minor =
Matrix.det (fun i j : ↥(P.freeᶜ) => pderiv j.val
(MvPolynomial.map (Int.castRingHom K) (P.equations i))) := by
let M : Matrix ↥(P.freeᶜ) ↥(P.freeᶜ) (MvPolynomial (Fin n) ℤ) :=
fun i j => pderiv j.val (P.equations i)
have he := (MvPolynomial.map (Int.castRingHom K)).map_det M
calc
MvPolynomial.map (Int.castRingHom K) P.minor =
Matrix.det (fun i j => MvPolynomial.map (Int.castRingHom K) (M i j)) := he
_ = _ := by congr 1; funext i j; exact pderiv_map.symm
theorem determined_integer_patch {n D : ℕ} {ι K : Type*}
[Fintype ι] [Field K] [CharZero K]
(I : Ideal (MvPolynomial (Fin n) K)) [I.IsPrime]
(hD : affineDegree I ≤ D) (z : ι → Fin n → ℤ)
(hdet : DeterminedInDegree I z D)
(hzI : ∀ i, PointOn I (z i))
(H : ℝ) (hH : 1 ≤ H) (hz : ∀ i l, |(z i l : ℝ)| ≤ H) :
∃ P : IntegerPatch n, P.On I ∧ P.Bounded D H := by
obtain ⟨J,hJ,G,hdeg,hheight,hGI,hminor⟩ := determined_bounded_patch I hD z hdet
(fun p hp i => hzI i p hp) H hH hz
let P : IntegerPatch n := ⟨J,G⟩
refine ⟨P,⟨hJ,hGI,?_⟩,D,le_rfl,hdeg,hheight⟩
simpa only [map_integer_minor] using hminor
theorem IntegerPatch.minor_degree_le {n D : ℕ} {P : IntegerPatch n} {H : ℝ}
(h : P.Bounded D H) : P.minor.totalDegree ≤ n * D := by
obtain ⟨d,hd,hdeg,_⟩ := h
apply (jacobian_minor_degree P.equations Subtype.val d hdeg).trans
apply Nat.mul_le_mul
· simpa only [Fintype.card_fin] using Fintype.card_subtype_le (fun x : Fin n => x ∈ P.freeᶜ)
· exact (Nat.sub_le _ _).trans hd
theorem bounded_cut_components {n h e D : ℕ} {K : Type u} [Field K]
(I : Ideal (MvPolynomial (Fin n) K)) [I.IsPrime]
(he : affineDegree I ≤ e) (p : MvPolynomial (Fin n) K)
(hp : p ∉ I) (hpD : p.totalDegree ≤ D) (hd : affineDimension I = h+1) :
∃ Q : Finset (Ideal (MvPolynomial (Fin n) K)),
Q.card ≤ D*e ∧
(∀ J ∈ Q, J.IsPrime ∧ I ≤ J ∧ affineDimension J = h ∧ affineDegree J ≤ D*e) ∧
(∀ z : Fin n → K, (∀ F ∈ I, eval z F = 0) → eval z p = 0 →
∃ J ∈ Q, ∀ F ∈ J, eval z F = 0) := by
classical
let J := I ⊔ Ideal.span {p}
let Q := (Ideal.finite_minimalPrimes_of_isNoetherianRing (MvPolynomial (Fin n) K) J).toFinset
have hQ : ∀ q : Q, q.val ∈ J.minimalPrimes := fun q =>
(Set.Finite.mem_toFinset _).mp q.property
have hsum : ∑ q ∈ Q, affineDegree q ≤ (D*e : ℕ) := by
calc
∑ q ∈ Q, affineDegree q ≤ (p.totalDegree : ℚ) * affineDegree I := by
simpa only [Finset.univ_eq_attach, Finset.sum_attach] using
proper_cut_sum_affineDegree_le I p hp hd (fun q : Q => q.val) hQ Subtype.val_injective
_ ≤ (D : ℚ) * e := mul_le_mul (by exact_mod_cast hpD) he
((one_le_affineDegree I Ideal.IsPrime.ne_top').trans' zero_le_one) (Nat.cast_nonneg _)
_ = (D*e : ℕ) := by norm_cast
have hnonneg : ∀ q ∈ Q, (0 : ℚ) ≤ affineDegree q := fun q hq =>
zero_le_one.trans (one_le_affineDegree q (hQ ⟨q,hq⟩).isPrime.ne_top)
refine ⟨Q,?_,?_,?_⟩
· have hc : (Q.card : ℚ) ≤ ∑ q ∈ Q, affineDegree q := by
calc
(Q.card : ℚ) = ∑ _q ∈ Q, (1 : ℚ) := by simp
_ ≤ _ := Finset.sum_le_sum fun q hq => one_le_affineDegree q (hQ ⟨q,hq⟩).isPrime.ne_top
exact_mod_cast hc.trans hsum
· intro q hq
have hm := hQ ⟨q,hq⟩
let := hm.isPrime
refine ⟨hm.isPrime,?_,proper_cut_component_dimension I q p hp hm hd,?_⟩
· exact le_sup_left.trans hm.1.2
· simpa only [Nat.cast_mul] using (Finset.single_le_sum hnonneg hq).trans hsum
· intro z hz hpz
obtain ⟨q,hq,hzq⟩ := point_on_minimal_component J z (show J ≤ RingHom.ker (eval z) from
sup_le hz (Ideal.span_le.mpr (Set.singleton_subset_iff.mpr hpz)))
exact ⟨q,(Set.Finite.mem_toFinset _).mpr hq,hzq⟩
end QuarticPowerFree
end OAI