OAI/Analysis/Brenier/AtomicPaths.lean
5 declarations, 0 contain sorry, 0 declared as axioms
- theorem
OAI.Problem358.atomic_potential_path_L2_boundline 18Source documentation
The interior potential estimate for an actual linear motion of the sites. All auxiliary boundedness and joint-selector hypotheses of the time-integration theorem are consequences of the positive masses and the energy bounds.
theorem atomic_potential_path_L2_bound {d : ℕ} {ι : Type*} [Fintype ι] [Nonempty ι] [MeasurableSpace ι] [MeasurableSingletonClass ι] (K : Set (E d)) [IsFiniteMeasure (uniformMeasure K)] (y z : ι → E d) (m : ι → ℝ) (c r : ι → ℝ → ℝ) {w κ : ℝ} {R : ℝ≥0} (hw : 0 ≤ w) (hκ : 0 ≤ κ) (hm : ∀ i, 0 < m i) (hxR : ∀ᵐ x ∂uniformMeasure K, ‖x‖ ≤ R) (hc : ∀ i, Measurable (c i)) (hr : ∀ i, Measurable (r i)) (hdc : ∀ i t, t ∈ Ioo (0 : ℝ) 1 → HasDerivAt (c i) (r i t) t) (hinj : ∀ t ∈ Ioo (0 : ℝ) 1, Function.Injective (fun i => (1-t) • y i + t • z i)) … - theorem
OAI.Problem358.atomic_potential_path_L2_bound_of_closed_massesline 77Source documentation
The same actual atomic-motion estimate takes the canonical closed-cell mass equations directly. In particular, existence or measurability of prescribed-mass active selectors is not an additional hypothesis on the intercept path.
theorem atomic_potential_path_L2_bound_of_closed_masses {d : ℕ} {ι : Type*} [Fintype ι] [Nonempty ι] [MeasurableSpace ι] [MeasurableSingletonClass ι] {K : Set (E d)} [IsFiniteMeasure (uniformMeasure K)] (hK : MeasurableSet K) (y z : ι → E d) (m : ι → ℝ) (c r : ι → ℝ → ℝ) {w κ : ℝ} {R : ℝ≥0} (hw : 0 ≤ w) (hκ : 0 ≤ κ) (hm : ∀ i, 0 < m i) (hxR : ∀ᵐ x ∂uniformMeasure K, ‖x‖ ≤ R) (hc : ∀ i, Measurable (c i)) (hr : ∀ i, Measurable (r i)) (hdc : ∀ i t, t ∈ Ioo (0 : ℝ) 1 → HasDerivAt (c i) (r i t) t) (hinj : ∀ t ∈ Ioo (0 : ℝ) 1, Function.Injective (fun i => (1-t) • y i + t • z i)) … - theorem
OAI.Problem358.SupportingMapInterpolation.Supports.lipschitzWithline 124Source documentation
A globally supporting map with bounded values makes its potential Lipschitz. No differentiability or convexity premise is needed for this implication.
theorem Supports.lipschitzWith {d : ℕ} {u : E d → ℝ} {T : E d → E d} (h : Supports u T) {L : ℝ≥0} (hL : ∀ x, ‖T x‖ ≤ L) : LipschitzWith L u := by …Mentions: OAI.Problem358.SupportingMapInterpolation.Supports
- theorem
OAI.Problem358.one_third_stability_of_finite_potential_estimateline 145Source documentation
The exact compact-target stability conclusion reduces to a uniform potential estimate for finite targets. The supplier only gives supporting maps and their laws: optimality, uniqueness, the one-third interpolation, and passage to arbitrary compactly supported probabilities are all proved here.
theorem one_third_stability_of_finite_potential_estimate {d : ℕ} {K Y : Set (E d)} (hK : IsCompact K) (hKconv : Convex ℝ K) (hKint : (interior K).Nonempty) (hY : IsCompact Y) (hYne : Y.Nonempty) (L : ℝ≥0) (P : ℝ) (hpotential : ∀ (μ ν : Measure (E d)), IsProbabilityMeasure μ → IsProbabilityMeasure ν → (∃ F : Set (E d), F.Finite ∧ F ⊆ Y ∧ IsSupported μ F) → (∃ G : Set (E d), G.Finite ∧ G ⊆ Y ∧ IsSupported ν G) → ∃ (u v : E d → ℝ) (T S : E d → E d), SupportingMapInterpolation.Supports u T ∧ SupportingMapInterpolation.Supports v S ∧ …Mentions: OAI.Problem358.SupportingMapInterpolation.Supports
- theorem
OAI.Problem358.one_third_stability_of_atomic_potential_estimateline 216Source documentation
A potential estimate for positive fixed-mass, noncolliding atomic motions implies the full compact-target theorem. The optimal finite coupling, zero-mass deletion, endpoint laws and exact Wasserstein energy are supplied internally.
theorem one_third_stability_of_atomic_potential_estimate {d : ℕ} {K Y : Set (E d)} (hK : IsCompact K) (hKconv : Convex ℝ K) (hKint : (interior K).Nonempty) (hY : IsCompact Y) (hYne : Y.Nonempty) (L : ℝ≥0) (hYL : ∀ z ∈ Y, ‖z‖ ≤ L) (P : ℝ) (hpotential : ∀ (n : ℕ), 0 < n → ∀ (m : Fin n → ℝ) (y z : Fin n → E d), (∀ i, 0 < m i) → (∑ i, m i) = 1 → (∀ i, ‖y i‖ ≤ L) → (∀ i, ‖z i‖ ≤ L) → (∀ t : ℝ, 0 < t → t < 1 → Function.Injective (fun i => (1-t) • y i + t • z i)) → ∃ (u v : E d → ℝ) (T S : E d → E d), …