openAI-math-dataset / lean /OAI /Algebra /Determinantal /HomogeneousPadding.lean
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import OAI.Algebra.Determinantal.AffineSelectors
namespace OAI
namespace PermanentBorder.Selector
open MvPolynomial
variable {A B R : Type*} [Fintype A] [Fintype B] [CommSemiring R]
theorem weight_one_sumElim (d : A →₀ ℕ) (e : B →₀ ℕ) :
Finsupp.weight (1 : A ⊕ B → ℕ) (d.sumElim e) =
Finsupp.weight (1 : A → ℕ) d + Finsupp.weight (1 : B → ℕ) e := by
simp only [Finsupp.weight_eq_sum, Pi.one_apply, smul_eq_mul, mul_one,
Fintype.sum_sum_type, Finsupp.sumElim_inl, Finsupp.sumElim_inr]
theorem homogeneous_coefficient {p : MvPolynomial (A ⊕ B) R} {r : ℕ}
(hp : p.IsHomogeneous r) (d : A →₀ ℕ) :
((sumRingEquiv R A B p).coeff d).IsHomogeneous
(r - Finsupp.weight (1 : A → ℕ) d) := by
intro e he
rw [← coeff_nested] at he
have hh := hp he
rw [weight_one_sumElim] at hh
omega
variable {I : Type*} [Fintype I] [DecidableEq I]
noncomputable def universalHomogeneousPencil (θ : I → R) :
Matrix I I (MvPolynomial (Fin 2 ⊕ (I × I)) R) :=
Matrix.of fun i j => X (.inr (i,j)) +
if i=j then X (.inl 0) + C (θ i)*X (.inl 1) else 0
theorem universalHomogeneousPencil_permanent (θ : I → R) :
(universalHomogeneousPencil θ).permanent.IsHomogeneous (Fintype.card I) := by
classical
unfold Matrix.permanent
apply IsHomogeneous.sum
intro σ _
convert IsHomogeneous.prod Finset.univ
(fun i => universalHomogeneousPencil θ (σ i) i) (fun _ => 1) ?_ using 1 <;> try simp
intro i _
apply IsHomogeneous.add (isHomogeneous_X _ _)
split_ifs
· exact (isHomogeneous_X _ _).add (isHomogeneous_C_mul_X _ _)
· exact isHomogeneous_zero _ _ _
theorem coefficientPolynomial_homogeneous (θ : I → R) (q : ℕ) :
(diagonalCoefficient (Matrix.of fun i j => (X (i,j) : MvPolynomial (I × I) R))
(fun i => C (θ i)) q).IsHomogeneous (Fintype.card I - 2*q) := by
classical
have hm : sumRingEquiv R (Fin 2) (I × I) (universalHomogeneousPencil θ).permanent =
((Matrix.of fun i j => C (X (i,j))) +
Matrix.diagonal (fun i => X (0 : Fin 2) + C (C (θ i))*X 1)).permanent := by
unfold Matrix.permanent
simp only [map_sum, map_prod]
apply Finset.sum_congr rfl
intro σ _
apply Finset.prod_congr rfl
intro i _
by_cases hi : σ i = i
· simp [universalHomogeneousPencil, hi]
· simp [universalHomogeneousPencil, hi]
have hw : Finsupp.weight (1 : Fin 2 → ℕ) (countIndex q) = 2*q := by
simp [Finsupp.weight_apply, Finsupp.sum_fintype, countIndex]
have h := homogeneous_coefficient (universalHomogeneousPencil_permanent θ) (countIndex q)
rw [hm, hw] at h
exact h
end PermanentBorder.Selector
namespace PermanentBorder.HomogeneousPadding
open MvPolynomial
variable {σ τ R : Type*} [Fintype σ] [CommRing R]
noncomputable def dehomogenize : MvPolynomial (Option σ) R →+* MvPolynomial σ R :=
(Polynomial.evalRingHom 1).comp (optionEquivLeft R σ).toRingHom
theorem weight_optionElim (d : σ →₀ ℕ) (i : ℕ) :
Finsupp.weight (1 : Option σ → ℕ) (d.optionElim i) =
i + Finsupp.weight (1 : σ → ℕ) d := by
simp only [Finsupp.weight_eq_sum, Pi.one_apply, smul_eq_mul, mul_one,
Fintype.sum_option, Finsupp.optionElim_apply_none, Finsupp.optionElim_apply_some]
theorem weight_some (d : Option σ →₀ ℕ) :
Finsupp.weight (1 : Option σ → ℕ) d =
d none + Finsupp.weight (1 : σ → ℕ) d.some := by
convert weight_optionElim d.some (d none) using 1; simp
theorem dehomogenize_coeff_of_homogeneous {p : MvPolynomial (Option σ) R} {m : ℕ}
(hp : p.IsHomogeneous m) (d : Option σ →₀ ℕ)
(hd : Finsupp.weight (1 : Option σ → ℕ) d = m) :
(dehomogenize p).coeff d.some = p.coeff d := by
classical
change (((optionEquivLeft R σ p).eval 1)).coeff d.some = _
simp only [Polynomial.eval_eq_sum, Polynomial.sum, one_pow, mul_one, coeff_sum]
rw [← optionEquivLeft_coeff_some_coeff_none R σ d p]
apply Finset.sum_eq_single (d none)
· intro i hi hne
rw [optionEquivLeft_coeff_coeff]
apply IsWeightedHomogeneous.coeff_eq_zero hp
rw [weight_optionElim]
rw [weight_some] at hd
omega
· intro hn
have hh := Polynomial.notMem_support_iff.mp hn
rw [hh, AddMonoidAlgebra.coeff_zero, Finsupp.zero_apply]
theorem homogeneous_eq_of_dehomogenize_eq {p q : MvPolynomial (Option σ) R} {m : ℕ}
(hp : p.IsHomogeneous m) (hq : q.IsHomogeneous m)
(h : dehomogenize p = dehomogenize q) : p=q := by
apply sub_eq_zero.mp
have hsub := hp.sub hq
have hzero : dehomogenize (p-q) = 0 := by rw [map_sub,h,sub_self]
ext d
by_cases hd : Finsupp.weight (1 : Option σ → ℕ) d = m
· have hc := dehomogenize_coeff_of_homogeneous hsub d hd
rw [hzero, AddMonoidAlgebra.coeff_zero, Finsupp.zero_apply] at hc
exact hc.symm
· exact IsWeightedHomogeneous.coeff_eq_zero hsub d hd
omit [Fintype σ] in
@[simp] theorem dehomogenize_C (r : R) : dehomogenize (C r : MvPolynomial (Option σ) R) = C r := by
simp [dehomogenize]
omit [Fintype σ] in
@[simp] theorem dehomogenize_none : dehomogenize (X (none : Option σ) : MvPolynomial (Option σ) R) = 1 := by
simp [dehomogenize]
omit [Fintype σ] in
@[simp] theorem dehomogenize_some (i : σ) : dehomogenize (X (some i) : MvPolynomial (Option σ) R) = X i := by
simp [dehomogenize]
omit [Fintype σ] in
@[simp] theorem dehomogenize_rename (p : MvPolynomial σ R) :
dehomogenize (rename some p) = p := by
induction p using MvPolynomial.induction_on with
| C r => simp
| add p q hp hq => simp [hp,hq]
| mul_X p i hp => simp [hp]
variable [Fintype τ]
noncomputable def affineSubstitution (b : σ → R) (B : σ → τ → R) :
MvPolynomial σ R →+* MvPolynomial τ R :=
eval₂Hom C (fun i => C (b i) + ∑ j, C (B i j)*X j)
noncomputable def homogeneousSubstitution (b : σ → R) (B : σ → τ → R) :
MvPolynomial σ R →+* MvPolynomial (Option τ) R :=
eval₂Hom C (fun i => C (b i)*X none + ∑ j, C (B i j)*X (some j))
omit [Fintype σ] in
theorem dehomogenize_homogeneousSubstitution (b : σ → R) (B : σ → τ → R)
(p : MvPolynomial σ R) :
dehomogenize (homogeneousSubstitution b B p) = affineSubstitution b B p := by
have he : (dehomogenize (σ := τ) (R := R)).comp (homogeneousSubstitution b B) =
affineSubstitution b B := by
apply MvPolynomial.ringHom_ext
· intro r
simp only [RingHom.comp_apply, homogeneousSubstitution, affineSubstitution,
eval₂Hom_C, dehomogenize_C]
· intro i
simp only [RingHom.comp_apply, homogeneousSubstitution, affineSubstitution,
eval₂Hom_X', map_add, map_mul, map_sum, dehomogenize_C,
dehomogenize_none, dehomogenize_some, mul_one]
exact RingHom.congr_fun he p
omit [Fintype σ] in
theorem independent_padding {p : MvPolynomial σ R} {g : MvPolynomial τ R}
{m r : ℕ} (hp : p.IsHomogeneous m) (hg : g.IsHomogeneous r) (hrm : r ≤ m)
(b : σ → R) (B : σ → τ → R) (h : affineSubstitution b B p = g) :
homogeneousSubstitution b B p = (X none)^(m-r) * rename some g := by
apply homogeneous_eq_of_dehomogenize_eq (m := m)
· change (eval₂ C _ p).IsHomogeneous m
convert hp.eval₂ C _ (fun a => isHomogeneous_C _ a) (fun i =>
(isHomogeneous_C_mul_X (b i) none).add
(IsHomogeneous.sum Finset.univ _ 1 (fun j _ => isHomogeneous_C_mul_X (B i j) (some j)))) using 1; simp
· have hg' := (isHomogeneous_X_pow (none : Option τ) (m-r)).mul (hg.rename_isHomogeneous (f := some))
simpa only [Nat.sub_add_cancel hrm] using hg'
· simp [dehomogenize_homogeneousSubstitution,h]
end PermanentBorder.HomogeneousPadding
namespace PermanentBorder
open MvPolynomial
theorem permanentPolynomial_homogeneous (m : ℕ) :
(permanentPolynomial m).IsHomogeneous m := by
classical
unfold permanentPolynomial
apply IsHomogeneous.sum
intro τ _
convert IsHomogeneous.prod Finset.univ
(fun i : Fin m => (X (i,τ i) : Poly (Variables m))) (fun _ => 1)
(fun i _ => isHomogeneous_X _ _) using 1; simp
theorem coefficientPolynomial_homogeneous (k q : ℕ) (θ : Fin k → ℂ) :
(coefficientPolynomial k q θ).IsHomogeneous (k-2*q) := by
simpa only [coefficientPolynomial,Fintype.card_fin] using
Selector.coefficientPolynomial_homogeneous θ q
theorem exists_selector_projection_homogeneous (k q m : ℕ)
(hk : 1 ≤ k) (hq : q ≤ k/2) (hm : 11*k-2*q ≤ m) (θ : Fin k → ℂ) :
∃ (b : Variables m → ℂ) (B : Variables m → Variables k → ℂ),
affineSubstitution b B (permanentPolynomial m) =
selectorScalar k q • coefficientPolynomial k q θ ∧
HomogeneousPadding.homogeneousSubstitution b B (permanentPolynomial m) =
selectorScalar k q • ((X (none : Option (Variables k)))^(m-(k-2*q)) *
rename some (coefficientPolynomial k q θ)) := by
have hqk : q ≤ k := hq.trans (Nat.div_le_self ..)
obtain ⟨b,B,h⟩ := exists_selector_affine_projection k q m hqk hm θ
refine ⟨b,B,h,?_⟩
have hg : (selectorScalar k q • coefficientPolynomial k q θ).IsHomogeneous (k-2*q) := by
rw [smul_eq_C_mul]
simpa only [zero_add] using
(isHomogeneous_C (Variables k) (selectorScalar k q)).mul
(coefficientPolynomial_homogeneous k q θ)
have h' : HomogeneousPadding.affineSubstitution b B (permanentPolynomial m) =
selectorScalar k q • coefficientPolynomial k q θ := h
have hh := HomogeneousPadding.independent_padding (permanentPolynomial_homogeneous m)
hg (by omega : k-2*q ≤ m) b B h'
rw [hh,smul_eq_C_mul,map_mul,rename_C]
simp only [smul_eq_C_mul]
ring
end PermanentBorder
namespace PermanentBorder.Selector
open MvPolynomial
lemma diagonalCoefficient_map {I R S : Type*} [Fintype I] [DecidableEq I]
[CommSemiring R] [CommSemiring S] (φ : R →+* S)
(M : Matrix I I R) (θ : I → R) (q : ℕ) :
φ (diagonalCoefficient M θ q) =
diagonalCoefficient (fun i j => φ (M i j)) (fun i => φ (θ i)) q := by
classical
unfold diagonalCoefficient
rw [← coeff_map]
apply congrArg (fun polynomial : MvPolynomial (Fin 2) S => polynomial.coeff (countIndex q))
unfold Matrix.permanent
simp only [map_sum,map_prod]
apply Finset.sum_congr rfl
intro π _
apply Finset.prod_congr rfl
intro i _
simp only [Matrix.add_apply, Matrix.of_apply,Matrix.diagonal_apply,map_add,map_C]
split_ifs <;> simp
noncomputable def integralCoefficientFamily (k q : ℕ) :
MvPolynomial (Variables k) (MvPolynomial (Fin k) ℤ) :=
diagonalCoefficient (Matrix.of fun i j => X (i,j)) (fun i => C (X i)) q
lemma integralCoefficientFamily_homogeneous (k q : ℕ) :
(integralCoefficientFamily k q).IsHomogeneous (k-2*q) := by
simpa only [integralCoefficientFamily,Fintype.card_fin] using
coefficientPolynomial_homogeneous (fun i : Fin k => (X i : MvPolynomial (Fin k) ℤ)) q
lemma integralCoefficientFamily_specialize {K : Type*} [CommRing K]
(k q : ℕ) (θ : Fin k → K) :
map (eval₂Hom (Int.castRingHom K) θ) (integralCoefficientFamily k q) =
diagonalCoefficient (Matrix.of fun i j => (X (i,j) : MvPolynomial (Variables k) K))
(fun i => C (θ i)) q := by
unfold integralCoefficientFamily
rw [diagonalCoefficient_map]
simp only [Matrix.of_apply,map_X,map_C,eval₂Hom_X']
rfl
lemma integralCoefficientFamily_complex (k q : ℕ) (θ : Fin k → ℂ) :
map (eval₂Hom (Int.castRingHom ℂ) θ) (integralCoefficientFamily k q) =
coefficientPolynomial k q θ := by
exact integralCoefficientFamily_specialize k q θ
end PermanentBorder.Selector
namespace PermanentBorder.AlgebraicDimension
open Order
theorem krullDim_le_of_injective_integral {R S : Type*} [CommRing R] [CommRing S]
(f : R →+* S) (hf : Function.Injective f) (hi : f.IsIntegral) :
ringKrullDim R ≤ ringKrullDim S := by
let : Algebra R S := f.toAlgebra
let : Algebra.IsIntegral R S := ⟨hi⟩
change (⨆ l : LTSeries (PrimeSpectrum R), (l.length : WithBot ℕ∞)) ≤ _
apply iSup_le
intro l
have h0 : (⊥ : Ideal S).comap (algebraMap R S) ≤ l.head.asIdeal := by
rw [← RingHom.ker_eq_comap_bot]
change RingHom.ker f ≤ _
rw [(RingHom.injective_iff_ker_eq_bot f).mp hf]
exact bot_le
obtain ⟨P, _, hP, hPc⟩ := Ideal.exists_ideal_over_prime_of_isIntegral
l.head.asIdeal (⊥ : Ideal S) h0
let : P.IsPrime := hP
let : P.LiesOver l.head.asIdeal := ⟨hPc.symm⟩
obtain ⟨L, hlen, _, _⟩ := Ideal.exists_ltSeries_of_hasGoingUp l P
exact le_krullDim_iff.mpr ⟨L, hlen⟩
universe u
theorem trdeg_le_of_krullDim_le {K A : Type u} [Field K] [CommRing A] [IsDomain A]
[Algebra K A] [Algebra.FiniteType K A] (n : ℕ) (h : ringKrullDim A ≤ n) :
Algebra.trdeg K A ≤ (n : Cardinal) := by
obtain ⟨s, g, hg, hint⟩ := exists_integral_inj_algHom_of_fg K A
let R := MvPolynomial (Fin s) K
let : Algebra R A := g.toRingHom.toAlgebra
let : IsScalarTower K R A := IsScalarTower.of_algebraMap_eq fun k => (g.commutes k).symm
let : Algebra.IsIntegral R A := ⟨hint⟩
have hs : s ≤ n := by
have hd := (krullDim_le_of_injective_integral g.toRingHom hg hint).trans h
simpa using hd
let : FaithfulSMul R A := (faithfulSMul_iff_algebraMap_injective R A).mpr hg
have ht : Algebra.trdeg K A = s := by
rw [← trdeg_add_eq K R (A := A), trdeg_eq_zero (R := R), add_zero]
simp [R]
rw [ht]
exact_mod_cast hs
theorem field_image_trdeg_le {K A L : Type u} [Field K] [CommRing A]
[Field L] [Algebra K A] [Algebra K L] [Algebra.FiniteType K A]
(n : ℕ) (h : ringKrullDim A ≤ n) (f : A →ₐ[K] L) :
Algebra.trdeg K f.range ≤ (n : Cardinal) := by
let : Algebra.FiniteType K f.range := Algebra.FiniteType.of_surjective
f.rangeRestrict f.rangeRestrict_surjective
have hd : ringKrullDim f.range ≤ ringKrullDim A :=
ringKrullDim_le_of_surjective f.rangeRestrict.toRingHom f.rangeRestrict_surjective
exact trdeg_le_of_krullDim_le n (hd.trans h)
open scoped IntermediateField.algebraAdjoinAdjoin in
theorem point_field_trdeg_le {K L : Type u} [Field K] [Field L] [Algebra K L]
{v : ℕ} (I : Ideal (MvPolynomial (Fin v) K)) (n : ℕ)
(h : ringKrullDim (MvPolynomial (Fin v) K ⧸ I) ≤ n)
(x : Fin v → L) (hx : ∀ p ∈ I, MvPolynomial.aeval x p = 0) :
Algebra.trdeg K (IntermediateField.adjoin K (Set.range x)) ≤ (n : Cardinal) := by
let f := Ideal.Quotient.liftₐ I (MvPolynomial.aeval x) hx
have hr : f.range = Algebra.adjoin K (Set.range x) := by
rw [← MvPolynomial.aeval_range]
ext y
constructor
· rintro ⟨z, rfl⟩
obtain ⟨p, rfl⟩ := Ideal.Quotient.mk_surjective z
exact ⟨p, rfl⟩
· rintro ⟨p, rfl⟩
exact ⟨Ideal.Quotient.mk I p, rfl⟩
have ht := field_image_trdeg_le n h f
rw [hr] at ht
rw [← trdeg_add_eq K (Algebra.adjoin K (Set.range x)),
trdeg_eq_zero (R := Algebra.adjoin K (Set.range x)), add_zero]
exact ht
end PermanentBorder.AlgebraicDimension
namespace PermanentBorder.SliceParameters
universe u
open MvPolynomial
variable {K L : Type u} [Field K] [Field L] [Algebra K L]
open scoped IntermediateField.algebraAdjoinAdjoin in
lemma field_adjoin_trdeg_le {κ : Type*} [Fintype κ] (x : κ → L) :
Algebra.trdeg K (IntermediateField.adjoin K (Set.range x)) ≤
(Fintype.card κ : Cardinal) := by
let A := Algebra.adjoin K (Set.range x)
let y : κ → A := fun i => ⟨x i, Algebra.subset_adjoin (Set.mem_range_self i)⟩
have htop : Algebra.adjoin K (Set.range y) = ⊤ := by
apply Subalgebra.map_injective (show Function.Injective A.val from Subtype.val_injective)
rw [AlgHom.map_adjoin, Algebra.map_top, A.range_val, ← Set.range_comp]
rfl
let : Algebra.IsAlgebraic (Algebra.adjoin K (Set.range y)) A := by
constructor
intro a
have ha : a ∈ Algebra.adjoin K (Set.range y) := by rw [htop]; trivial
exact isAlgebraic_algebraMap (R := Algebra.adjoin K (Set.range y)) ⟨a, ha⟩
have hA : Algebra.trdeg K A ≤ (Fintype.card κ : Cardinal) := by
calc
Algebra.trdeg K A ≤ Cardinal.mk (Set.range y) :=
Algebra.IsAlgebraic.trdeg_le_cardinalMk K (Set.range y)
_ ≤ Fintype.card κ := by
simpa using (Cardinal.mk_range_le_lift (f := y))
rw [← trdeg_add_eq K A, trdeg_eq_zero (R := A), add_zero]
exact hA
lemma add_parameters {κ : Type*} [Fintype κ] (F : IntermediateField K L)
(n : ℕ) (hF : Algebra.trdeg K F ≤ (n : Cardinal)) (z : κ → L) :
∃ E : IntermediateField K L,
F ≤ E ∧ (∀ i, z i ∈ E) ∧
Algebra.trdeg K E ≤ (n + Fintype.card κ : ℕ) := by
let E := IntermediateField.adjoin F (Set.range z)
let : FaithfulSMul F E := (faithfulSMul_iff_algebraMap_injective F E).mpr
(algebraMap F E).injective
let : IsScalarTower K F E := IsScalarTower.of_algebraMap_eq fun _ => rfl
refine ⟨E.restrictScalars K, ?_, ?_, ?_⟩
· intro x hx
exact E.algebraMap_mem ⟨x, hx⟩
· intro i
exact IntermediateField.subset_adjoin F _ (Set.mem_range_self i)
· change Algebra.trdeg K E ≤ _
rw [← trdeg_add_eq K F]
exact (add_le_add hF (field_adjoin_trdeg_le (K := F) z)).trans_eq (by simp)
lemma independent_card_le {κ : Type*} [Fintype κ] (H : κ → L)
(hH : AlgebraicIndependent K H) (F : IntermediateField K L)
(hF : ∀ i, H i ∈ F) (n : ℕ) (ht : Algebra.trdeg K F ≤ (n : Cardinal)) :
Fintype.card κ ≤ n := by
let x : κ → F := fun i => ⟨H i, hF i⟩
have hx : AlgebraicIndependent K x := hH.of_comp F.val
have hc := hx.lift_cardinalMk_le_trdeg.trans (Cardinal.lift_le.mpr ht)
simpa using hc
end PermanentBorder.SliceParameters
end OAI