Download lean/OAI/NumberTheory/PowerFree/PointInterpolation.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
- Browser
- Download file 15.4 kB
-
https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/NumberTheory/PowerFree/PointInterpolation.lean
- Command line
-
hf download hf://datasets/roseking/openAI-math-dataset/lean/OAI/NumberTheory/PowerFree/PointInterpolation.lean
-
curl -L -o PointInterpolation.lean https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/NumberTheory/PowerFree/PointInterpolation.lean
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 | |