Download lean/OAI/Analysis/FreeWords/ConcreteCornerGeometry.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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2.82 kB
| import Mathlib | |
| namespace OAI | |
| noncomputable section | |
| namespace KKConcreteCorner | |
| open scoped InnerProductSpace | |
| noncomputable section | |
| variable {H : Type*} [NormedAddCommGroup H] [InnerProductSpace ℂ H] | |
| variable (S : Submodule ℂ H) [CompleteSpace S] | |
| def compress (x : H →L[ℂ] H) : S →L[ℂ] S := | |
| S.orthogonalProjectionOnto ∘L x ∘L S.subtypeL | |
| def extend (x : S →L[ℂ] S) : H →L[ℂ] H := | |
| S.subtypeL ∘L x ∘L S.orthogonalProjectionOnto | |
| @[simp] theorem compress_extend (x : S →L[ℂ] S) : compress S (extend S x)=x := by | |
| ext v | |
| simp [compress,extend] | |
| @[simp] theorem extend_compress (x : H →L[ℂ] H) : | |
| extend S (compress S x)=S.starProjection*x*S.starProjection := by | |
| rfl | |
| @[simp] theorem extend_zero : extend S 0=0 := by simp [extend] | |
| @[simp] theorem extend_one : extend S 1=S.starProjection := by ext v; rfl | |
| @[simp] theorem extend_add (x y : S →L[ℂ] S) : extend S (x+y)=extend S x+extend S y := by | |
| simp [extend,ContinuousLinearMap.add_comp,ContinuousLinearMap.comp_add] | |
| @[simp] theorem extend_smul (c : ℂ) (x : S →L[ℂ] S) : extend S (c • x)=c • extend S x := by | |
| simp [extend] | |
| @[simp] theorem extend_mul (x y : S →L[ℂ] S) : extend S (x*y)=extend S x*extend S y := by | |
| ext v | |
| simp [extend] | |
| @[simp] theorem extend_star [CompleteSpace H] (x : S →L[ℂ] S) : extend S (star x)=star (extend S x) := by | |
| simp only [extend,ContinuousLinearMap.star_eq_adjoint,ContinuousLinearMap.adjoint_comp, | |
| Submodule.adjoint_subtypeL,Submodule.adjoint_orthogonalProjectionOnto,ContinuousLinearMap.comp_assoc] | |
| theorem extend_injective : Function.Injective (extend S) := by | |
| intro x y h | |
| simpa only [compress_extend] using congrArg (compress S) h | |
| theorem extend_supported (x : S →L[ℂ] S) : | |
| S.starProjection*extend S x=extend S x ∧ extend S x*S.starProjection=extend S x := by | |
| constructor | |
| · rw [← extend_one,← extend_mul,one_mul] | |
| · rw [← extend_one,← extend_mul,mul_one] | |
| @[simp] theorem compress_star [CompleteSpace H] (x : H →L[ℂ] H) : compress S (star x)=star (compress S x) := by | |
| simp only [compress,ContinuousLinearMap.star_eq_adjoint,ContinuousLinearMap.adjoint_comp, | |
| Submodule.adjoint_subtypeL,Submodule.adjoint_orthogonalProjectionOnto,ContinuousLinearMap.comp_assoc] | |
| theorem projection_isStar [CompleteSpace H] : IsStarProjection S.starProjection := | |
| isStarProjection_starProjection | |
| theorem extend_norm_le (x : S →L[ℂ] S) : ‖extend S x‖ ≤ ‖x‖ := by | |
| apply (extend S x).opNorm_le_bound (norm_nonneg x) | |
| intro v | |
| change ‖(x (S.orthogonalProjectionOnto v) : H)‖ ≤ ‖x‖*‖v‖ | |
| change ‖x (S.orthogonalProjectionOnto v)‖ ≤ _ | |
| exact (x.le_opNorm _).trans (mul_le_mul_of_nonneg_left (S.norm_orthogonalProjectionOnto_apply_le v) (norm_nonneg _)) | |
| end | |
| end KKConcreteCorner | |
| end | |
| end OAI | |