Download lean/OAI/Geometry/ProjectionVolume/Model.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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1.52 kB
| import Mathlib | |
| namespace OAI | |
| noncomputable section | |
| open Set MeasureTheory | |
| open scoped RealInnerProductSpace Pointwise | |
| namespace Paper092 | |
| noncomputable def simplexConstant (d : ℕ) : ℝ := | |
| (d + 1) * (d : ℝ) ^ d / d.factorial | |
| abbrev Euclidean (n : ℕ) := EuclideanSpace ℝ (Fin n) | |
| def normalHyperplane {n : ℕ} (u : Euclidean n) : Submodule ℝ (Euclidean n) := | |
| (Submodule.span ℝ ({u} : Set (Euclidean n)))ᗮ | |
| def projectionVolume {n : ℕ} (K : Set (Euclidean n)) (u : Euclidean n) : ENNReal := | |
| (volume : Measure (normalHyperplane u)) | |
| ((normalHyperplane u).orthogonalProjectionOnto '' K) | |
| def brightness {n : ℕ} (K : Set (Euclidean n)) (u : Euclidean n) : ℝ := | |
| ‖u‖ * (projectionVolume K u).toReal | |
| def projectionBody {n : ℕ} (K : Set (Euclidean n)) : Set (Euclidean n) := | |
| {y | ∀ u, ⟪u, y⟫ ≤ brightness K u} | |
| def normalizedProjectionVolume {n : ℕ} (K : Set (Euclidean n)) : ℝ := | |
| (volume (projectionBody K)).toReal / (volume K).toReal ^ (n - 1) | |
| def standardSimplex (n : ℕ) : Set (Euclidean n) := | |
| convexHull ℝ (insert 0 (Set.range fun i : Fin n => EuclideanSpace.single i (1 : ℝ))) | |
| def firstBlock (x : Euclidean 20) : Euclidean 10 := | |
| WithLp.toLp 2 (fun i : Fin 10 => x (Fin.castAdd 10 i)) | |
| def secondBlock (x : Euclidean 20) : Euclidean 10 := | |
| WithLp.toLp 2 (fun i : Fin 10 => x (Fin.natAdd 10 i)) | |
| def productWitness : Set (Euclidean 20) := | |
| {x | firstBlock x ∈ standardSimplex 10 ∧ secondBlock x ∈ standardSimplex 10} | |
| end Paper092 | |
| end | |
| end OAI | |