Download lean/OAI/Geometry/ProjectionVolume/CubeBrightness.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
- Browser
- Download file 7.63 kB
-
https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/Geometry/ProjectionVolume/CubeBrightness.lean
- Command line
-
hf download hf://datasets/roseking/openAI-math-dataset/lean/OAI/Geometry/ProjectionVolume/CubeBrightness.lean
-
curl -L -o CubeBrightness.lean https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/Geometry/ProjectionVolume/CubeBrightness.lean
7.63 kB
| import OAI.Geometry.ProjectionVolume.PolytopeCauchy | |
| import OAI.Geometry.ProjectionVolume.EuclideanVolume | |
| import OAI.Geometry.ProjectionVolume.FacetAreas | |
| namespace OAI | |
| open Set MeasureTheory | |
| open scoped RealInnerProductSpace Pointwise | |
| noncomputable section | |
| namespace Paper092 | |
| def euclideanCube (d : ℕ) : Set (Euclidean d) := | |
| WithLp.toLp 2 '' Icc (0 : Fin d → ℝ) 1 | |
| theorem mem_euclideanCube {d : ℕ} (x : Euclidean d) : | |
| x ∈ euclideanCube d ↔ (∀ i, 0 ≤ x i) ∧ ∀ i, x i ≤ 1 := by | |
| constructor | |
| · rintro ⟨y, hy, rfl⟩ | |
| exact hy | |
| · intro hx | |
| exact ⟨WithLp.ofLp x, hx, WithLp.toLp_ofLp 2 x⟩ | |
| theorem euclideanCube_isCompact (d : ℕ) : IsCompact (euclideanCube d) := | |
| isCompact_Icc.image (PiLp.continuous_toLp 2 _) | |
| theorem euclideanCube_volume (d : ℕ) : volume (euclideanCube d) = 1 := by | |
| rw [euclideanCube, volume_euclidean_image] | |
| simp [Real.volume_Icc_pi] | |
| def cubeNormal {d : ℕ} : Fin d ⊕ Fin d → Euclidean d | |
| | .inl i => -EuclideanSpace.single i 1 | |
| | .inr i => EuclideanSpace.single i 1 | |
| def cubeOffset {d : ℕ} : Fin d ⊕ Fin d → ℝ | |
| | .inl _ => 0 | |
| | .inr _ => 1 | |
| theorem cube_constraints (d : ℕ) : | |
| {x : Euclidean d | ∀ i, ⟪cubeNormal i, x⟫ ≤ cubeOffset i} = euclideanCube d := by | |
| ext x | |
| simp [mem_euclideanCube, Sum.forall, cubeNormal, cubeOffset, | |
| EuclideanSpace.inner_single_left] | |
| def cubePolytope (d : ℕ) : HPolytope d (Fin d ⊕ Fin d) where | |
| normal := cubeNormal | |
| offset := cubeOffset | |
| normal_unit i := by cases i <;> simp [cubeNormal] | |
| compact := by rw [cube_constraints]; exact euclideanCube_isCompact d | |
| strict_feasible := by | |
| refine ⟨WithLp.toLp 2 (fun _ => (1 / 2 : ℝ)), ?_⟩ | |
| intro i | |
| cases i <;> norm_num [cubeNormal, cubeOffset, EuclideanSpace.inner_single_left] | |
| distinct := by | |
| intro i j hij | |
| rcases i with i | i <;> rcases j with j | j | |
| · congr 1 | |
| by_contra h | |
| have hc := congrArg (fun p : Euclidean d × ℝ => p.1 i) hij | |
| simp [cubeNormal, h] at hc | |
| · have hc := congrArg Prod.snd hij | |
| norm_num [cubeOffset] at hc | |
| · have hc := congrArg Prod.snd hij | |
| norm_num [cubeOffset] at hc | |
| · congr 1 | |
| by_contra h | |
| have hc := congrArg (fun p : Euclidean d × ℝ => p.1 i) hij | |
| simp [cubeNormal, h] at hc | |
| theorem cubePolytope_body (d : ℕ) : (cubePolytope d).body = euclideanCube d := | |
| cube_constraints d | |
| theorem cubePolytope_face_lower {d : ℕ} (i : Fin d) : | |
| (cubePolytope d).face (.inl i) = {x | x ∈ euclideanCube d ∧ x i = 0} := by | |
| ext x | |
| change (x ∈ (cubePolytope d).body ∧ ⟪-EuclideanSpace.single i 1, x⟫ = 0) ↔ _ | |
| rw [cubePolytope_body] | |
| simp [EuclideanSpace.inner_single_left] | |
| theorem cubePolytope_face_upper {d : ℕ} (i : Fin d) : | |
| (cubePolytope d).face (.inr i) = {x | x ∈ euclideanCube d ∧ x i = 1} := by | |
| ext x | |
| change (x ∈ (cubePolytope d).body ∧ ⟪EuclideanSpace.single i 1, x⟫ = 1) ↔ _ | |
| rw [cubePolytope_body] | |
| simp [EuclideanSpace.inner_single_left] | |
| theorem cube_lower_face_chart (n : ℕ) (i : Fin (n + 1)) : | |
| facetEmbedding n i 0 '' euclideanCube n = (cubePolytope (n + 1)).face (.inl i) := by | |
| rw [cubePolytope_face_lower] | |
| ext y | |
| constructor | |
| · rintro ⟨x, hx, rfl⟩ | |
| change facetEmbedding n i 0 x ∈ euclideanCube (n + 1) ∧ facetEmbedding n i 0 x i = 0 | |
| rw [mem_euclideanCube] at hx ⊢ | |
| simp [facetEmbedding, Fin.forall_iff_succAbove i, hx] | |
| · rintro ⟨hy, hi⟩ | |
| refine ⟨WithLp.toLp 2 (i.removeNth y), ?_, ?_⟩ | |
| · rw [mem_euclideanCube] at hy ⊢ | |
| exact ⟨fun j => hy.1 (i.succAbove j), fun j => hy.2 (i.succAbove j)⟩ | |
| · ext j | |
| induction j using i.succAboveCases <;> simp [facetEmbedding, hi] | |
| theorem cube_lower_face_area (n : ℕ) (i : Fin (n + 1)) : | |
| μHE[n] ((cubePolytope (n + 1)).face (.inl i)) = 1 := by | |
| rw [← cube_lower_face_chart] | |
| have h := (facetEmbedding n i 0).euclideanHausdorffMeasure_image_eq_normDet_mul_volume | |
| (euclideanCube n) | |
| simpa only [finrank_euclideanSpace_fin, facetEmbedding_normDet_zero, | |
| ENNReal.ofReal_one, euclideanCube_volume, mul_one] using h | |
| theorem cube_upper_face_eq_vadd {d : ℕ} (i : Fin d) : | |
| (cubePolytope d).face (.inr i) = | |
| EuclideanSpace.single i (1 : ℝ) +ᵥ (cubePolytope d).face (.inl i) := by | |
| rw [cubePolytope_face_upper, cubePolytope_face_lower] | |
| ext y | |
| constructor | |
| · rintro ⟨hy, hi⟩ | |
| refine ⟨y - EuclideanSpace.single i 1, ⟨?_, ?_⟩, ?_⟩ | |
| · rw [mem_euclideanCube] at hy ⊢ | |
| constructor <;> intro j | |
| · by_cases hj : j = i | |
| · subst j; simp [PiLp.sub_apply, hi] | |
| · simpa [PiLp.sub_apply, PiLp.single_apply, hj] using hy.1 j | |
| · by_cases hj : j = i | |
| · subst j; simp [PiLp.sub_apply, hi] | |
| · simpa [PiLp.sub_apply, PiLp.single_apply, hj] using hy.2 j | |
| · simp [PiLp.sub_apply, hi] | |
| · change EuclideanSpace.single i 1 + (y - EuclideanSpace.single i 1) = y | |
| abel | |
| · rintro ⟨x, ⟨hx, hi⟩, rfl⟩ | |
| refine ⟨?_, ?_⟩ | |
| · rw [mem_euclideanCube] at hx ⊢ | |
| constructor <;> intro j | |
| · by_cases hj : j = i | |
| · subst j; simp [vadd_eq_add, PiLp.add_apply, hi] | |
| · simpa [vadd_eq_add, PiLp.add_apply, PiLp.single_apply, hj] using hx.1 j | |
| · by_cases hj : j = i | |
| · subst j; simp [vadd_eq_add, PiLp.add_apply, hi] | |
| · simpa [vadd_eq_add, PiLp.add_apply, PiLp.single_apply, hj] using hx.2 j | |
| · simp [vadd_eq_add, PiLp.add_apply, hi] | |
| theorem cube_upper_face_area (n : ℕ) (i : Fin (n + 1)) : | |
| μHE[n] ((cubePolytope (n + 1)).face (.inr i)) = 1 := by | |
| rw [cube_upper_face_eq_vadd, measure_vadd, cube_lower_face_area] | |
| theorem cube_faceArea {d : ℕ} (hd : 0 < d) (i : Fin d ⊕ Fin d) : | |
| (cubePolytope d).faceArea i = 1 := by | |
| obtain ⟨n, rfl⟩ := Nat.exists_eq_succ_of_ne_zero (Nat.ne_of_gt hd) | |
| cases i with | |
| | inl i => | |
| change (μHE[n] ((cubePolytope (n + 1)).face (.inl i))).toReal = 1 | |
| rw [cube_lower_face_area, ENNReal.toReal_one] | |
| | inr i => | |
| change (μHE[n] ((cubePolytope (n + 1)).face (.inr i))).toReal = 1 | |
| rw [cube_upper_face_area, ENNReal.toReal_one] | |
| theorem euclideanCube_brightness {d : ℕ} (hd : 0 < d) (u : Euclidean d) : | |
| brightness (euclideanCube d) u = ∑ i, |u i| := by | |
| rw [← cubePolytope_body, (cubePolytope d).brightness_eq_sum] | |
| simp only [cube_faceArea hd, one_mul, Fintype.sum_sum_type] | |
| simp only [cubePolytope, cubeNormal, inner_neg_right, abs_neg, | |
| EuclideanSpace.inner_single_right, one_mul, starRingEnd_apply, star_trivial] | |
| ring | |
| theorem euclideanCube_diagonal_brightness {d : ℕ} (hd : 0 < d) : | |
| brightness (euclideanCube d) (WithLp.toLp 2 (1 : Fin d → ℝ)) = d := by | |
| rw [euclideanCube_brightness hd] | |
| simp | |
| theorem euclideanCube_diagonal_extrusion {d : ℕ} (hd : 0 < d) : | |
| (volume (euclideanCube d + | |
| segment ℝ (0 : Euclidean d) (WithLp.toLp 2 (1 : Fin d → ℝ)))).toReal = | |
| (volume (euclideanCube d)).toReal + | |
| brightness (euclideanCube d) (WithLp.toLp 2 (1 : Fin d → ℝ)) := by | |
| rw [euclideanCube_volume, ENNReal.toReal_one, euclideanCube_diagonal_brightness hd] | |
| rw [euclideanCube, volume_euclidean_cube_add_diagonal d hd] | |
| rw [ENNReal.toReal_add (by simp) (by simp), ENNReal.toReal_natCast, ENNReal.toReal_one] | |
| ring | |
| theorem euclideanCube_diagonal_projectionBody_support {d : ℕ} (hd : 0 < d) : | |
| SupportGeometry.support (projectionBody (euclideanCube d)) | |
| (innerSL ℝ (WithLp.toLp 2 (1 : Fin d → ℝ))) = d := by | |
| rw [← cubePolytope_body, (cubePolytope d).projectionBody_support, cubePolytope_body, | |
| euclideanCube_diagonal_brightness hd] | |
| end Paper092 | |
| end | |
| end OAI | |