Documentation

LeanPool.NandakumarRamanaRao.NRR.EMP.EqualAreaWeightCoercivity

Coercivity gauge for the augmented equal-area deviation field #

The normalized area-deviation map lives on the zero-sum hyperplane. To apply the Euclidean outward-field theorem without choosing a basis of that hyperplane, we add back the constant direction: the augmented field is the area deviation of the mean-subtracted weights plus the weight mean in every coordinate.

A continuous homogeneous gauge detects both components. Its restriction to the Euclidean unit sphere has a positive minimum, giving a uniform outward radius.

@[reducible, inline]
abbrev NRR.EMP.WeightE (n : ℕ) :

Euclidean coordinates for the weight gauge and its unit sphere.

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    noncomputable def NRR.EMP.positiveWeightMass {n : ℕ} (w : Fin n → ℝ) :

    Sum of positive coordinates of a weight vector.

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      noncomputable def NRR.EMP.weightCoercivityGauge {n : ℕ} (w : Fin n → ℝ) :

      A homogeneous gauge separating the normalized and constant directions.

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        theorem NRR.EMP.normalizeWeight_add_mean {n : ℕ} (w : Fin n → ℝ) (i : Fin n) :
        theorem NRR.EMP.weightCoercivityGauge_pos_of_ne_zero {n : ℕ} (hn : 0 < n) (w : Fin n → ℝ) (hw : w ≠ 0) :
        theorem NRR.EMP.weightCoercivityGauge_smul {n : ℕ} {r : ℝ} (hr : 0 ≤ r) (w : Fin n → ℝ) :
        (weightCoercivityGauge fun (i : Fin n) => r * w i) = r * weightCoercivityGauge w
        theorem NRR.EMP.exists_positive_gauge_lower_bound_on_sphere {n : ℕ} (hn : 0 < n) :
        ∃ (c : ℝ), 0 < c ∧ ∀ (x : WeightE n), ‖x‖ = 1 → c ≤ weightCoercivityGauge fun (i : Fin n) => x.ofLp i

        The coercivity gauge has a positive lower bound on the Euclidean unit sphere.

        The augmented deviation field on the full Euclidean weight space.

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        • One or more equations did not get rendered due to their size.
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          @[simp]
          theorem NRR.EMP.augmentedAreaDeviation_apply {n : ℕ} (K : Geometry.ConvexBody Geometry.Plane) (s : Fin n → Geometry.Plane) (w : WeightE n) (i : Fin n) :
          (augmentedAreaDeviation K s w).ofLp i = areaDeviation K s (normalizeWeight fun (j : Fin n) => w.ofLp j) i + weightMean fun (j : Fin n) => w.ofLp j
          theorem NRR.EMP.augmentedPairing_eq {n : ℕ} (K : Geometry.ConvexBody Geometry.Plane) (s : Fin n → Geometry.Plane) (hn : 0 < n) (hs : Function.Injective s) (w : WeightE n) :
          inner ℝ w (augmentedAreaDeviation K s w) = deviationPairing K s (normalizeWeight fun (i : Fin n) => w.ofLp i) + ↑n * (weightMean fun (i : Fin n) => w.ofLp i) ^ 2
          @[reducible, inline]
          abbrev NRR.EMP.WeightE' (n : ℕ) :

          Euclidean weight coordinates used in the compact-sphere lower-bound argument.

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            theorem NRR.EMP.max_normalized_weight_nonneg {n : ℕ} (hn : 0 < n) (w : Fin n → ℝ) (k : Fin n) (hk : ∀ (i : Fin n), w i ≤ w k) (hw : WeightNormalized w) :
            0 ≤ w k
            theorem NRR.EMP.positiveWeightMass_le_card_mul_max {n : ℕ} (hn : 0 < n) (w : Fin n → ℝ) (k : Fin n) (hk : ∀ (i : Fin n), w i ≤ w k) (hw : WeightNormalized w) :
            theorem NRR.EMP.augmentedPairing_pos_of_gauge_large {n : ℕ} (K : Geometry.ConvexBody Geometry.Plane) (s : Fin n → Geometry.Plane) (hn : 0 < n) (hs : Function.Injective s) (w : WeightE' n) (hlarge : ↑n * (powerGapBound K s + 1) + (powerGapBound K s * K.area + 1) < weightCoercivityGauge fun (i : Fin n) => w.ofLp i) :
            noncomputable def NRR.EMP.equalAreaOutwardRadius {n : ℕ} (K : Geometry.ConvexBody Geometry.Plane) (s : Fin n → Geometry.Plane) (hn : 0 < n) :

            A radius on which the augmented area-deviation field is strictly outward.

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