Download lean/OAI/Algebra/FormulaHitting/OrderBasis.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
- Browser
- Download file 5.85 kB
-
https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/Algebra/FormulaHitting/OrderBasis.lean
- Command line
-
hf download hf://datasets/roseking/openAI-math-dataset/lean/OAI/Algebra/FormulaHitting/OrderBasis.lean
-
curl -L -o OrderBasis.lean https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/Algebra/FormulaHitting/OrderBasis.lean
5.85 kB
| import OAI.Algebra.FormulaHitting.Wronskian | |
| import Mathlib.LinearAlgebra.FiniteDimensional.Lemmas | |
| import Mathlib.LinearAlgebra.LinearIndependent.Lemmas | |
| namespace OAI | |
| noncomputable section | |
| namespace NCHitting | |
| open PowerSeries Submodule | |
| variable {F : Type*} [Field F] [CharZero F] | |
| def HasOrderBasis (V : Submodule F (PowerSeries F)) : Prop := | |
| ∃ (k : ℕ) (b : Fin k → PowerSeries F) (a : Fin k → ℕ), | |
| LinearIndependent F b ∧ Submodule.span F (Set.range b) = V ∧ | |
| Function.Injective a ∧ | |
| (∀ i, PowerSeries.coeff (a i) (b i) ≠ 0) ∧ | |
| (∀ i r, r < a i → PowerSeries.coeff r (b i) = 0) | |
| omit [CharZero F] in | |
| theorem hasOrderBasis_bot : HasOrderBasis (⊥ : Submodule F (PowerSeries F)) := by | |
| refine ⟨0, Fin.elim0, Fin.elim0, ?_, ?_, ?_, ?_, ?_⟩ | |
| · exact linearIndependent_empty_type | |
| · simp | |
| · intro i; exact Fin.elim0 i | |
| · intro i; exact Fin.elim0 i | |
| · intro i; exact Fin.elim0 i | |
| omit [CharZero F] in | |
| theorem hasOrderBasis_of_finrank_le (N : ℕ) : | |
| ∀ (V : Submodule F (PowerSeries F)) [FiniteDimensional F V], | |
| Module.finrank F V ≤ N → HasOrderBasis V := by | |
| classical | |
| induction N with | |
| | zero => | |
| intro V _ hV | |
| have he : V = ⊥ := Submodule.finrank_eq_zero.mp (Nat.eq_zero_of_le_zero hV) | |
| rw [he] | |
| exact hasOrderBasis_bot | |
| | succ N ih => | |
| intro V _ hV | |
| by_cases he : V = ⊥ | |
| · rw [he]; exact hasOrderBasis_bot | |
| have hex : ∃ a : ℕ, ∃ v : PowerSeries F, v ∈ V ∧ PowerSeries.coeff a v ≠ 0 := by | |
| obtain ⟨v, hv, hv0⟩ := Submodule.exists_mem_ne_zero_of_ne_bot he | |
| have hc : ∃ a, PowerSeries.coeff a v ≠ 0 := by | |
| by_contra h | |
| push Not at h | |
| apply hv0 | |
| ext a | |
| simpa using h a | |
| obtain ⟨a, ha⟩ := hc | |
| exact ⟨a, v, hv, ha⟩ | |
| let a := Nat.find hex | |
| obtain ⟨v, hv, hva⟩ := Nat.find_spec hex | |
| have hlow : ∀ x ∈ V, ∀ r < a, PowerSeries.coeff r x = 0 := by | |
| intro x hx r hr | |
| by_contra hc | |
| have hh := Nat.find_min' hex ⟨x, hx, hc⟩ | |
| omega | |
| let W : Submodule F (PowerSeries F) := V ⊓ LinearMap.ker (PowerSeries.coeff a) | |
| have hWlt : W < V := by | |
| refine lt_of_le_of_ne inf_le_left ?_ | |
| intro h | |
| have hvW : v ∈ W := h.symm ▸ hv | |
| exact hva ((LinearMap.mem_ker.mp hvW.2)) | |
| have hdim : Module.finrank F W ≤ N := by | |
| have hlt := Submodule.finrank_lt_finrank_of_lt hWlt | |
| omega | |
| obtain ⟨k, b, aa, hli, hspan, hinj, hlead, hzero⟩ := ih W hdim | |
| have hbW : ∀ i, b i ∈ W := by | |
| intro i | |
| rw [← hspan] | |
| exact Submodule.subset_span ⟨i, rfl⟩ | |
| have hvnot : v ∉ Submodule.span F (Set.range b) := by | |
| rw [hspan] | |
| intro h | |
| exact hva (LinearMap.mem_ker.mp h.2) | |
| have hneq : ∀ i, a ≠ aa i := by | |
| intro i hi | |
| exact hlead i (hi ▸ LinearMap.mem_ker.mp (hbW i).2) | |
| refine ⟨k+1, Fin.cons v b, Fin.cons a aa, hli.finCons hvnot, ?_, ?_, ?_, ?_⟩ | |
| · apply le_antisymm | |
| · apply Submodule.span_le.mpr | |
| rintro x ⟨i, rfl⟩ | |
| refine Fin.cases ?_ (fun j => ?_) i | |
| · simpa using hv | |
| · simpa using (hbW j).1 | |
| · intro x hx | |
| let c : F := PowerSeries.coeff a x / PowerSeries.coeff a v | |
| have hy : x - c • v ∈ W := by | |
| constructor | |
| · exact V.sub_mem hx (V.smul_mem c hv) | |
| · apply LinearMap.mem_ker.mpr | |
| simp only [map_sub, map_smul, smul_eq_mul, c] | |
| rw [div_mul_cancel₀ _ hva, sub_self] | |
| have hvm : v ∈ Submodule.span F (Set.range (Fin.cons v b)) := | |
| Submodule.subset_span ⟨0, rfl⟩ | |
| have hym : x - c • v ∈ Submodule.span F (Set.range (Fin.cons v b)) := by | |
| apply (Submodule.span_mono (s := Set.range b) ?_) | |
| · rwa [hspan] | |
| · rintro y ⟨j, rfl⟩ | |
| exact ⟨j.succ, rfl⟩ | |
| have := Submodule.add_mem (Submodule.span F (Set.range (Fin.cons v b))) | |
| hym (Submodule.smul_mem _ c hvm) | |
| simpa using this | |
| · intro i j | |
| refine Fin.cases ?_ (fun i' => ?_) i | |
| · refine Fin.cases ?_ (fun j' => ?_) j | |
| · intro _; rfl | |
| · intro hij; exact (hneq j' (by simpa using hij)).elim | |
| · refine Fin.cases ?_ (fun j' => ?_) j | |
| · intro hij; exact (hneq i' (by simpa using hij.symm)).elim | |
| · intro hij | |
| have hij' : aa i' = aa j' := by simpa using hij | |
| exact congrArg Fin.succ (hinj hij') | |
| · intro i | |
| exact Fin.cases hva hlead i | |
| · intro i | |
| exact Fin.cases (hlow v hv) hzero i | |
| omit [CharZero F] in | |
| theorem hasOrderBasis (V : Submodule F (PowerSeries F)) [FiniteDimensional F V] : | |
| HasOrderBasis V := hasOrderBasis_of_finrank_le (Module.finrank F V) V le_rfl | |
| theorem wronskian_ne_zero_of_linearIndependent {k : ℕ} | |
| (f : Fin k → PowerSeries F) (hf : LinearIndependent F f) : wronskian f ≠ 0 := by | |
| classical | |
| let := FiniteDimensional.span_of_finite F (Set.finite_range f) | |
| obtain ⟨l, b, a, hb, hspan, ha, hlead, hzero⟩ := hasOrderBasis (Submodule.span F (Set.range f)) | |
| have hdimf : Module.finrank F (Submodule.span F (Set.range f)) = k := by | |
| simpa using finrank_span_eq_card hf | |
| have hdimb : Module.finrank F (Submodule.span F (Set.range b)) = l := by | |
| simpa using finrank_span_eq_card hb | |
| rw [hspan, hdimf] at hdimb | |
| subst l | |
| have hm : ∀ j, ∃ c : Fin k → F, ∑ i : Fin k, c i • f i = b j := by | |
| intro j | |
| apply (Submodule.mem_span_range_iff_exists_fun F).mp | |
| rw [← hspan] | |
| exact Submodule.subset_span ⟨j, rfl⟩ | |
| choose c hc using hm | |
| have hfn : (fun j => ∑ i : Fin k, c j i • f i) = b := funext hc | |
| have he := wronskian_linearCombination f (fun i j => c j i) | |
| rw [hfn] at he | |
| have hbn := (wronskian_order_sum b a ha hlead hzero).1 | |
| intro h | |
| rw [h, zero_mul] at he | |
| exact hbn he | |
| end NCHitting | |
| end | |
| end OAI | |