OAI/Analysis/Brenier/Uniform.lean

GitHub source file

24 declarations, 0 contain sorry, 0 declared as axioms

  1. theorem OAI.Problem358.UniformSource.probability line 15

    Source documentation

    Normalization of a compact body with nonempty interior gives a probability measure.

    theorem probability (hK : IsCompact K) (hinterior : (interior K).Nonempty) :
        IsProbabilityMeasure (uniformMeasure K) := by
    …
  2. theorem OAI.Problem358.UniformSource.supported line 22
  3. theorem OAI.Problem358.UniformSource.ae_mem line 25
  4. theorem OAI.Problem358.UniformSource.integrable_continuousOn line 30

    Source documentation

    Continuous functions on a compact source are integrable after normalization, including the zero-volume case.

    theorem integrable_continuousOn {F : Type*} [NormedAddCommGroup F]
        (hK : IsCompact K) {f : E d → F} (hf : ContinuousOn f K) :
        Integrable f (uniformMeasure K) := by
    …
  5. theorem OAI.Problem358.UniformSource.integrable_norm line 40
  6. theorem OAI.Problem358.UniformSource.integrable_norm_pow line 44
  7. theorem OAI.Problem358.UniformSource.exists_ae_norm_bound line 48
  8. theorem OAI.Problem358.isProbabilityMeasure_uniformMeasure_of_volume line 60

    Source documentation

    Normalizing a set of strictly positive finite volume gives a probability source.

    theorem isProbabilityMeasure_uniformMeasure_of_volume {d : ℕ} {K : Set (E d)}
        (hpos : 0 < volume K) (hfinite : volume K ≠ ∞) :
        IsProbabilityMeasure (uniformMeasure K) := by
    …
  9. theorem OAI.Problem358.isProbabilityMeasure_uniformMeasure_of_compact line 69

    Source documentation

    The source hypotheses in the qualified stability theorem guarantee normalization.

    theorem isProbabilityMeasure_uniformMeasure_of_compact {d : ℕ} {K : Set (E d)}
        (hK : IsCompact K) (hKi : (interior K).Nonempty) :
        IsProbabilityMeasure (uniformMeasure K) :=
    …
  10. theorem OAI.Problem358.uniformMeasure_absolutelyContinuous line 88

    Source documentation

    Every uniform source is absolutely continuous with respect to ambient volume, without any measurability, finiteness, or nondegeneracy assumptions on its set.

    theorem uniformMeasure_absolutelyContinuous {d : ℕ} (K : Set (E d)) :
        uniformMeasure K ≪ volume := by
    …
  11. theorem OAI.Problem358.uniformMeasure_null_of_volume_null line 94

    Source documentation

    A volume-null exceptional set is null for any uniform source.

    theorem uniformMeasure_null_of_volume_null {d : ℕ} (K : Set (E d))
        {N : Set (E d)} (hN : volume N = 0) : uniformMeasure K N = 0 :=
    …
  12. theorem OAI.Problem358.uniformMeasure_affineSubspace line 99

    Source documentation

    A proper affine subspace is null for any uniform source.

    theorem uniformMeasure_affineSubspace {d : ℕ} (K : Set (E d))
        (A : AffineSubspace ℝ (E d)) (hA : A ≠ ⊤) :
        uniformMeasure K (A : Set (E d)) = 0 :=
    …
  13. def OAI.Problem358.innerLevelSubspace line 105

    Source documentation

    A level set of a real scalar product is an affine subspace.

    def innerLevelSubspace {d : ℕ} (a : E d) (b : ℝ) : AffineSubspace ℝ (E d) where
    …
  14. theorem OAI.Problem358.innerLevelSubspace_ne_top line 117

    Source documentation

    A hyperplane with nonzero normal is a proper affine subspace.

    theorem innerLevelSubspace_ne_top {d : ℕ} {a : E d} (ha : a ≠ 0) (b : ℝ) :
        innerLevelSubspace a b ≠ ⊤ := by
    …

    Mentions: OAI.Problem358.innerLevelSubspace

  15. theorem OAI.Problem358.volume_inner_level line 129

    Source documentation

    Every nontrivial real scalar-product level set is volume-null.

    theorem volume_inner_level {d : ℕ} {a : E d} (ha : a ≠ 0) (b : ℝ) :
        volume {x : E d | inner ℝ a x = b} = 0 := by
    …
  16. theorem OAI.Problem358.uniformMeasure_inner_level line 135

    Source documentation

    Every nontrivial real scalar-product level set is uniform-source-null.

    theorem uniformMeasure_inner_level {d : ℕ} (K : Set (E d))
        {a : E d} (ha : a ≠ 0) (b : ℝ) :
        uniformMeasure K {x : E d | inner ℝ a x = b} = 0 :=
    …
  17. theorem OAI.Problem358.uniformMeasure_affine_tie line 141

    Source documentation

    The tie set of two affine functions with distinct slopes is null.

    theorem uniformMeasure_affine_tie {d : ℕ} (K : Set (E d))
        {y z : E d} (hyz : y ≠ z) (c e : ℝ) :
        uniformMeasure K {x : E d | inner ℝ y x + c = inner ℝ z x + e} = 0 := by
    …
  18. theorem OAI.Problem358.ae_affine_eq_imp_slope_eq line 153

    Source documentation

    Outside a null set, equal values of two affine functions mean equal slopes.

    theorem ae_affine_eq_imp_slope_eq {d : ℕ} (K : Set (E d))
        (y z : E d) (c e : ℝ) :
        ∀ᵐ x ∂uniformMeasure K, inner ℝ y x + c = inner ℝ z x + e → y = z := by
    …
  19. theorem OAI.Problem358.ae_all_affine_eq_imp_slope_eq line 166

    Source documentation

    A countable family of affine functions has no ties between distinct slopes at almost every source point. In particular this applies to finite maxima.

    theorem ae_all_affine_eq_imp_slope_eq {d : ℕ} {ι : Type*} [Countable ι]
        (K : Set (E d)) (y : ι → E d) (c : ι → ℝ) :
        ∀ᵐ x ∂uniformMeasure K, ∀ i j,
          inner ℝ (y i) x + c i = inner ℝ (y j) x + c j → y i = y j := by
    …
  20. theorem OAI.Problem358.uniformMeasure_frontier_convex line 175

    Source documentation

    The boundary of a convex set is null under every uniform source.

    theorem uniformMeasure_frontier_convex {d : ℕ} (K : Set (E d))
        {S : Set (E d)} (hS : Convex ℝ S) :
        uniformMeasure K (frontier S) = 0 :=
    …
  21. theorem OAI.Problem358.uniformMeasure_univ_le_one line 181

    Source documentation

    Normalization always has total mass at most one, even for degenerate sets.

    theorem uniformMeasure_univ_le_one {d : ℕ} (K : Set (E d)) :
        uniformMeasure K Set.univ ≤ 1 := by
    …
  22. theorem OAI.Problem358.uniformMeasure_finite line 187

    Source documentation

    Every normalized restriction is a finite measure, including zero/infinite-volume sets.

    theorem uniformMeasure_finite {d : ℕ} (K : Set (E d)) :
        IsFiniteMeasure (uniformMeasure K) :=
    …
  23. theorem OAI.Problem358.UniformSource.subset_support line 202

    Source documentation

    The topological support of normalized volume on a convex body is the whole body.

    theorem subset_support {d : ℕ} {K : Set (E d)} (hK : IsCompact K)
        (hconv : Convex ℝ K) (hne : (interior K).Nonempty) :
        K ⊆ (uniformMeasure K).support := by
    …
  24. theorem OAI.Problem358.UniformSource.support_eq line 220