Download lean/OAI/Geometry/CAT0Fillings/Radial/SpatialBound.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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3.55 kB
| import Mathlib | |
| import OAI.Geometry.CAT0Fillings.Geometry.Determinant | |
| import OAI.Geometry.CAT0Fillings.Radial.SpatialForm | |
| namespace OAI | |
| section | |
| section | |
| open Set Filter MeasureTheory | |
| open scoped Topology ENNReal NNReal | |
| open Filter Set | |
| open scoped Topology NNReal | |
| open Set Filter MeasureTheory TopologicalSpace | |
| open scoped Topology ENNReal | |
| open MeasureTheory Filter Set Metric | |
| open scoped Topology Pointwise NNReal | |
| open Set MeasureTheory | |
| open scoped RealInnerProductSpace | |
| open Matrix | |
| open scoped RealInnerProductSpace MatrixOrder | |
| namespace CAT0Fillings | |
| open Matrix | |
| open scoped BigOperators | |
| variable {ι : Type*} [Fintype ι] [DecidableEq ι] | |
| omit [Fintype ι] in | |
| lemma spatialRadialForm_rankOne_decomposition (g r t : ℝ) (α γ : ι → ℝ) : | |
| spatialRadialForm g r t α γ = | |
| (1-t*g)^2 • (1-vecMulVec α α) + | |
| vecMulVec ((1-t*g) • α-(t*r) • γ) ((1-t*g) • α-(t*r) • γ) := by | |
| ext i j | |
| simp only [spatialRadialForm,Matrix.of_apply,Matrix.add_apply,Matrix.sub_apply, | |
| Matrix.smul_apply,Matrix.one_apply,Matrix.vecMulVec_apply,Pi.sub_apply,Pi.smul_apply, | |
| smul_eq_mul] | |
| ring | |
| omit [DecidableEq ι] in | |
| lemma dotProduct_vecMulVec_self (u v : ι → ℝ) : | |
| v ⬝ᵥ (vecMulVec u u).mulVec v = (u ⬝ᵥ v)^2 := by | |
| rw [Matrix.vecMulVec_mulVec,dotProduct_smul,op_smul_eq_smul,smul_eq_mul, | |
| dotProduct_comm v u,pow_two] | |
| theorem spatialRadialForm_posSemidef (g r t : ℝ) (α γ : ι → ℝ) | |
| (hα : ∀ v : ι → ℝ, (α ⬝ᵥ v)^2 ≤ v ⬝ᵥ v) : | |
| (spatialRadialForm g r t α γ).PosSemidef := by | |
| have hQ : (1-vecMulVec α α : Matrix ι ι ℝ).PosSemidef := by | |
| apply Matrix.PosSemidef.of_dotProduct_mulVec_nonneg | |
| · apply Matrix.IsHermitian.sub Matrix.isHermitian_one | |
| simpa only [star_trivial] using (Matrix.posSemidef_vecMulVec_self_star α).isHermitian | |
| · intro v | |
| simp only [star_trivial] | |
| rw [Matrix.sub_mulVec,Matrix.one_mulVec,dotProduct_sub,dotProduct_vecMulVec_self] | |
| exact sub_nonneg.mpr (hα v) | |
| rw [spatialRadialForm_rankOne_decomposition] | |
| apply Matrix.PosSemidef.add (hQ.smul (sq_nonneg _)) | |
| simpa only [star_trivial] using Matrix.posSemidef_vecMulVec_self_star | |
| ((1-t*g) • α-(t*r) • γ) | |
| lemma spatialRadialForm_quadratic (g r t : ℝ) (α γ v : ι → ℝ) : | |
| v ⬝ᵥ (spatialRadialForm g r t α γ).mulVec v = | |
| ((1-t*g)*(α ⬝ᵥ v)-t*r*(γ ⬝ᵥ v))^2+ | |
| (1-t*g)^2*(v ⬝ᵥ v-(α ⬝ᵥ v)^2) := by | |
| rw [spatialRadialForm_rankOne_decomposition,Matrix.add_mulVec,dotProduct_add, | |
| dotProduct_vecMulVec_self,Matrix.smul_mulVec,dotProduct_smul,Matrix.sub_mulVec, | |
| Matrix.one_mulVec,dotProduct_sub,dotProduct_vecMulVec_self, | |
| sub_dotProduct,smul_dotProduct,smul_dotProduct] | |
| simp only [smul_eq_mul] | |
| ring | |
| theorem abs_det_le_spatialRadialJacobian {n : ℕ} | |
| (L : Matrix (Fin n) (Fin n) ℝ) (g r t : ℝ) (α γ : Fin n → ℝ) | |
| (hα : ∀ v : Fin n → ℝ, (α ⬝ᵥ v)^2 ≤ v ⬝ᵥ v) | |
| (hL : ∀ i v, (L i ⬝ᵥ v)^2 ≤ | |
| ((1-t*g)*(α ⬝ᵥ v)-t*r*(γ ⬝ᵥ v))^2+ | |
| (1-t*g)^2*(v ⬝ᵥ v-(α ⬝ᵥ v)^2)) : | |
| |L.det| ≤ Real.sqrt (spatialRadialForm g r t α γ).det := by | |
| apply abs_det_le_sqrt_det_of_posSemidef L _ (spatialRadialForm_posSemidef g r t α γ hα) | |
| intro i v | |
| have hn : 0 ≤ v ⬝ᵥ (spatialRadialForm g r t α γ).mulVec v := by | |
| rw [spatialRadialForm_quadratic] | |
| exact (sq_nonneg _).trans (hL i v) | |
| apply (Real.le_sqrt (abs_nonneg _) hn).2 | |
| simpa only [sq_abs,spatialRadialForm_quadratic] using hL i v | |
| end CAT0Fillings | |
| end | |
| end | |
| end OAI | |