Download lean/OAI/Geometry/SmoothYau/Estimates/ClmMatrixAlgHom.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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5.27 kB
| import Mathlib | |
| import OAI.Geometry.SmoothYau.Smoothness.DistanceSquare | |
| import OAI.Geometry.SmoothYau.Smoothness.FderivCofactorApply | |
| namespace OAI | |
| noncomputable section | |
| namespace YauCounterexamples | |
| section | |
| open Set Filter Function | |
| open scoped Topology ContDiff Manifold SchwartzMap | |
| open Set Filter Manifold Bundle | |
| open scoped Topology ContDiff | |
| open Set Filter NormedSpace | |
| open scoped Topology | |
| open scoped Matrix.Norms.Operator | |
| variable {ι : Type*} [Fintype ι] [DecidableEq ι] | |
| lemma hasDerivAt_det_exp_smul (K : Matrix ι ι ℝ) (t : ℝ) : | |
| HasDerivAt (fun s : ℝ => (NormedSpace.exp (s • K)).det) | |
| ((NormedSpace.exp (t • K)).det * K.trace) t := by | |
| have hu : IsUnit (NormedSpace.exp (t • K)).det := | |
| (Matrix.isUnit_iff_isUnit_det _).mp (NormedSpace.isUnit_exp (t • K)) | |
| have he := hasDerivAt_exp_smul_const' (𝕂 := ℝ) K t | |
| have hd := (differentiable_det (NormedSpace.exp (t • K))).hasFDerivAt.comp_hasDerivAt t he | |
| erw [fderiv_det_apply _ _ hu,Matrix.mul_assoc,Matrix.mul_nonsing_inv _ hu,Matrix.mul_one] at hd | |
| exact hd | |
| theorem matrix_det_exp (K : Matrix ι ι ℝ) : | |
| (NormedSpace.exp K).det = Real.exp K.trace := by | |
| let f : ℝ → ℝ := fun t => (NormedSpace.exp (t • K)).det * Real.exp (-t * K.trace) | |
| have hf (t : ℝ) : HasDerivAt f 0 t := by | |
| have hh := (hasDerivAt_det_exp_smul K t).mul | |
| (((hasDerivAt_id t).neg.mul_const K.trace).exp) | |
| convert hh using 1 <;> first | rfl | ring | |
| have hc := is_const_of_deriv_eq_zero (fun t => (hf t).differentiableAt) | |
| (fun t => (hf t).deriv) 1 0 | |
| have hfe : (NormedSpace.exp K).det * Real.exp (-K.trace) = 1 := by | |
| simpa only [f,one_smul,neg_mul,one_mul,zero_smul,NormedSpace.exp_zero,Matrix.det_one, | |
| neg_zero,zero_mul,Real.exp_zero,mul_one] using hc | |
| calc (NormedSpace.exp K).det = | |
| (NormedSpace.exp K).det * (Real.exp (-K.trace) * Real.exp K.trace) := by | |
| rw [← Real.exp_add,neg_add_cancel,Real.exp_zero,mul_one] | |
| _ = Real.exp K.trace := by rw [← mul_assoc,hfe,one_mul] | |
| end | |
| open Set Filter Function | |
| open scoped Topology ContDiff Manifold SchwartzMap | |
| open Set Filter Manifold Bundle | |
| open scoped Topology ContDiff | |
| open Set Filter NormedSpace | |
| open scoped Topology | |
| open scoped Matrix.Norms.Operator | |
| open scoped Matrix.Norms.Operator | |
| variable {ι E : Type*} [Fintype ι] [DecidableEq ι] | |
| [NormedAddCommGroup E] [NormedSpace ℝ E] [FiniteDimensional ℝ E] | |
| def clmMatrixAlgHom (b : Module.Basis ι ℝ E) : (E →L[ℝ] E) →ₐ[ℝ] Matrix ι ι ℝ where | |
| toFun K := LinearMap.toMatrix b b K.toLinearMap | |
| map_one' := by simp | |
| map_mul' A B := by simp [LinearMap.toMatrix_mul] | |
| map_zero' := by simp | |
| map_add' A B := by simp | |
| commutes' r := by | |
| change LinearMap.toMatrix b b (r • LinearMap.id) = _ | |
| simp [Algebra.algebraMap_eq_smul_one] | |
| lemma clmMatrix_exp (b : Module.Basis ι ℝ E) (K : E →L[ℝ] E) : | |
| LinearMap.toMatrix b b (NormedSpace.exp K).toLinearMap = | |
| NormedSpace.exp (LinearMap.toMatrix b b K.toLinearMap) := by | |
| let : NormedAlgebra ℚ (E →L[ℝ] E) := .restrictScalars ℚ ℝ (E →L[ℝ] E) | |
| exact NormedSpace.map_exp (clmMatrixAlgHom b) | |
| (clmMatrixAlgHom b).toLinearMap.continuous_of_finiteDimensional K | |
| lemma clm_det_exp (b : Module.Basis ι ℝ E) (K : E →L[ℝ] E) : | |
| LinearMap.det (NormedSpace.exp K).toLinearMap = | |
| Real.exp (LinearMap.trace ℝ E K.toLinearMap) := by | |
| rw [← LinearMap.det_toMatrix b,clmMatrix_exp b K,matrix_det_exp, | |
| LinearMap.trace_eq_matrix_trace ℝ b] | |
| def matrixOfForm (b : Module.Basis ι ℝ E) (G : E →L[ℝ] E →L[ℝ] ℝ) : Matrix ι ι ℝ := | |
| fun i j => G (b i) (b j) | |
| omit [FiniteDimensional ℝ E] in | |
| lemma matrixOfForm_pullback (b : Module.Basis ι ℝ E) (G : E →L[ℝ] E →L[ℝ] ℝ) | |
| (D : E →L[ℝ] E) : | |
| matrixOfForm b ((D.precomp ℝ).comp (G.comp D)) = | |
| (clmMatrixAlgHom b D).transpose * matrixOfForm b G * clmMatrixAlgHom b D := by | |
| ext i j | |
| change G (D (b i)) (D (b j)) = | |
| ((LinearMap.toMatrix b b D.toLinearMap).transpose * matrixOfForm b G * | |
| LinearMap.toMatrix b b D.toLinearMap) i j | |
| conv_lhs => arg 1; rw [← b.sum_repr (D (b i))] | |
| conv_lhs => arg 2; rw [← b.sum_repr (D (b j))] | |
| simp only [map_sum,map_smul,_root_.sum_apply,_root_.smul_apply,smul_eq_mul] | |
| simp only [Matrix.mul_apply,Matrix.transpose_apply,matrixOfForm, | |
| LinearMap.toMatrix_apply,Finset.sum_mul,Finset.mul_sum] | |
| apply Finset.sum_congr rfl | |
| intro k _ | |
| apply Finset.sum_congr rfl | |
| intro l _ | |
| change (b.repr (D (b j))) k * ((b.repr (D (b i))) l * G (b l) (b k)) = | |
| (b.repr (D (b i))) l * G (b l) (b k) * (b.repr (D (b j))) k | |
| ring | |
| theorem tracefree_exp_preserves_gram_det (b : Module.Basis ι ℝ E) | |
| (G : E →L[ℝ] E →L[ℝ] ℝ) (K : E →L[ℝ] E) | |
| (htr : LinearMap.trace ℝ E K.toLinearMap = 0) : | |
| (matrixOfForm b (((NormedSpace.exp K).precomp ℝ).comp | |
| (G.comp (NormedSpace.exp K)))).det = (matrixOfForm b G).det := by | |
| rw [matrixOfForm_pullback,Matrix.det_mul,Matrix.det_mul,Matrix.det_transpose] | |
| have hd : (clmMatrixAlgHom b (NormedSpace.exp K)).det = 1 := by | |
| change (LinearMap.toMatrix b b (NormedSpace.exp K).toLinearMap).det = 1 | |
| rw [LinearMap.det_toMatrix,clm_det_exp b K,htr,Real.exp_zero] | |
| rw [hd,one_mul,mul_one] | |
| end YauCounterexamples | |
| end | |
| end OAI | |