Download lean/OAI/Algebra/FiniteTensor/TensorApproximation.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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4.51 kB
| import Mathlib | |
| import OAI.Algebra.FiniteTensor.JetSolutions | |
| import OAI.Algebra.FiniteTensor.NilpotentSubstitution | |
| import OAI.Algebra.FiniteTensor.OffsetEquations | |
| namespace OAI | |
| /-! Algebraic tensor approximation and the characteristic-zero finite tensor obstruction. -/ | |
| noncomputable section | |
| open scoped BigOperators | |
| namespace PD4Tensor.Spreading | |
| noncomputable section | |
| variable {K : Type*} [Field K] [CharZero K] {l m d c : ℕ} {n : Fin l → ℕ} | |
| {e : ((i : Fin l) × Fin (n i)) ≃ Fin d ⊕ Fin c} {active : Fin m ↪ Fin l} | |
| theorem tensor_algebraic_approximation | |
| (M : TensorModel K (fun i=>Fin (n i)) m d c e active) | |
| (W : TensorPrimitives K (fun i=>Fin (n i)) m M) | |
| (hF : ∀ i,IsAlgebraic (MvPolynomial (Fin (n i)) K) (M.F i)) | |
| (hb : ∀ i,IsAlgebraic (MvPolynomial (Fin (n (active i))) K) (M.b i)) : | |
| ∃ s : JetSolution M W,s.Algebraic := by | |
| classical | |
| obtain ⟨L,hL0,hLeq,hLalg,hLjet⟩ := algebraic_germ_artin (universalLeftEquation M W) | |
| (universalLeftEquation_algebraic M W hF hb) | |
| (fun i=>centerSeries (leftOriginal M W i)) (fun _=>centerSeries_zero _) | |
| (original_solves_left M W) 2 | |
| obtain ⟨R,hR0,hReq,hRalg,hRjet⟩ := algebraic_germ_artin (universalRightEquation M W) | |
| (universalRightEquation_algebraic M W hF hb) | |
| (fun i=>centerSeries (rightOriginal M W i)) (fun _=>centerSeries_zero _) | |
| (original_solves_right M W) 2 | |
| let s : JetSolution M W := { | |
| left := L | |
| right := R | |
| left_zero := hL0 | |
| right_zero := hR0 | |
| left_jet := by | |
| intro i j | |
| have h := (mem_jetIdeal_pow_iff_coeff _ 2).mp (hLjet i) (Finsupp.single j 1) (by simp) | |
| simpa only [map_sub,sub_eq_zero] using h | |
| right_jet := by | |
| intro i j | |
| have h := (mem_jetIdeal_pow_iff_coeff _ 2).mp (hRjet i) (Finsupp.single j 1) (by simp) | |
| simpa only [map_sub,sub_eq_zero] using h | |
| left_solve := hLeq | |
| right_solve := hReq } | |
| exact ⟨s,⟨hLalg,hRalg⟩⟩ | |
| theorem tensor_algebraic_approximation_target : TensorAlgebraicApproximation := by | |
| intro K _ _ l m d c n e active M W hF hb | |
| exact tensor_algebraic_approximation M W hF hb | |
| theorem no_formal_tensor_model (hm : 5 ≤ m) | |
| (M : TensorModel K (fun i=>Fin (n i)) m d c e active) | |
| (W : TensorPrimitives K (fun i=>Fin (n i)) m M) | |
| (hF : ∀ i,IsAlgebraic (MvPolynomial (Fin (n i)) K) (M.F i)) | |
| (hb : ∀ i,IsAlgebraic (MvPolynomial (Fin (n (active i))) K) (M.b i)) : False := by | |
| obtain ⟨s,hs⟩ := tensor_algebraic_approximation M W hF hb | |
| exact no_algebraic_jet_solution hm hF hb s hs | |
| end | |
| end PD4Tensor.Spreading | |
| namespace PD4Tensor | |
| open scoped BigOperators | |
| variable (K : Type*) [Field K] (m : ℕ) | |
| variable {K m} | |
| variable (K m) | |
| variable {K m} | |
| end PD4Tensor | |
| namespace PD4Tensor.Spreading | |
| noncomputable section | |
| variable {K : Type*} [Field K] {m : ℕ} {n : Fin (2*m) → ℕ} | |
| {active : Fin m ↪ Fin (2*m)} {d : ℕ} | |
| def sourceIndex (h : PD4Tensor.Parametrizations K m n d) : | |
| PD4Tensor.Coordinates m n ≃ Fin d ⊕ Fin (PD4Tensor.N m n-d) := | |
| Fintype.equivOfCardEq (by | |
| simp only [Fintype.card_sum,Fintype.card_fin] | |
| exact (Nat.add_sub_cancel' h.dimension_le).symm) | |
| def sourceModel (g : PD4Tensor.Germs K m n active) | |
| (h : PD4Tensor.Parametrizations K m n d) (hc : PD4Tensor.TensorConditions g h) : | |
| TensorModel K (fun i=>Fin (n i)) m d (PD4Tensor.N m n-d) (sourceIndex h) active where | |
| F := g.F | |
| b := g.b | |
| F_zero := g.F_zero | |
| b_zero := g.b_zero | |
| H := h.HL | |
| G := h.HR | |
| H_zero := h.HL_zero | |
| G_zero := h.HR_zero | |
| tangent_unit := by | |
| apply isUnit_iff_ne_zero.mpr | |
| exact PD4Tensor.joinedMatrix_det_ne_zero (sourceIndex h) _ _ | |
| hc.left_injective hc.right_injective hc.complementary | |
| left_vanishing := hc.left_vanishing | |
| right_vanishing := hc.right_vanishing | |
| left_triple := hc.left_triple | |
| right_triple := hc.right_triple | |
| theorem source_primitives_exist (g : PD4Tensor.Germs K m n active) | |
| (h : PD4Tensor.Parametrizations K m n d) (hc : PD4Tensor.TensorConditions g h) : | |
| Nonempty (TensorPrimitives K (fun i=>Fin (n i)) m (sourceModel g h hc)) := | |
| exists_tensorPrimitives K (fun i=>Fin (n i)) m (sourceModel g h hc) | |
| end | |
| end PD4Tensor.Spreading | |
| theorem required_finite_tensor_obstruction : PD4Tensor.FiniteTensorObstruction := by | |
| intro K _ _ m hm n active g d h hc | |
| obtain ⟨W⟩ := PD4Tensor.Spreading.source_primitives_exist g h hc | |
| exact PD4Tensor.Spreading.no_formal_tensor_model hm | |
| (PD4Tensor.Spreading.sourceModel g h hc) W g.F_algebraic g.b_algebraic | |
| end | |
| end OAI | |