Download lean/ComparatorChallenges/ProjectionCounterexample.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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1.32 kB
| import Mathlib.Analysis.Convex.Hull | |
| import Mathlib.Analysis.InnerProductSpace.PiL2 | |
| import Mathlib.Analysis.InnerProductSpace.Projection.Basic | |
| import Mathlib.Geometry.Euclidean.Volume.Measure | |
| namespace OAI | |
| noncomputable section | |
| open Set MeasureTheory | |
| open scoped RealInnerProductSpace | |
| namespace ProjectionCounterexample | |
| abbrev E (d : ℕ) := EuclideanSpace ℝ (Fin d) | |
| def simplex (d : ℕ) : Set (E d) := | |
| convexHull ℝ (insert 0 (range fun i : Fin d => EuclideanSpace.single i (1 : ℝ))) | |
| def IsConvexBody {d : ℕ} (P : Set (E d)) : Prop := | |
| IsCompact P ∧ Convex ℝ P ∧ (interior P).Nonempty | |
| def project {d : ℕ} (u : E d) : E d →L[ℝ] E d := | |
| (ℝ ∙ u)ᗮ.starProjection | |
| def projectionVolume {d : ℕ} (P : Set (E d)) (u : E d) : ℝ := | |
| (Measure.euclideanHausdorffMeasure (d - 1) (project u '' P)).toReal | |
| def projectionBody {d : ℕ} (P : Set (E d)) : Set (E d) := | |
| {x | ∀ u : E d, ‖u‖ = 1 → ⟪u, x⟫ ≤ projectionVolume P u} | |
| def bodyVolume {d : ℕ} (P : Set (E d)) : ℝ := (volume P).toReal | |
| def ratio {d : ℕ} (P : Set (E d)) : ℝ := | |
| bodyVolume (projectionBody P) / bodyVolume P ^ (d - 1) | |
| theorem universal_simplex_upper_bound_false : | |
| ¬ (∀ P : Set (E 20), IsConvexBody P → ratio P ≤ ratio (simplex 20)) := by | |
| sorry | |
| end ProjectionCounterexample | |
| end | |
| end OAI | |