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LeanPool.HighContrastHomogenization.Provider.PolynomialHomogenization.Root.RowSupply.FormulaicRowLevelWindowTailComposition

High-contrast homogenization: #

Provider.PolynomialHomogenization.Root.RowSupply.FormulaicRowLevelWindowTailComposition

Imported from the Apache-2.0 HighContrastHomogenization development at commit 7a13dbcd8d6609264a713373f5c69ceeac870472.

Row-level order conversion in the epsilon frame #

The stochastic row is transported first. The midpoint-order converter is then applied to that transported row, before any all-depth observation aggregation.

theorem HCPolySupport.HighContrast.RowSupply.RowRetainingPrintOrderGoodScale.exists_formulaicScaledResponseWindowTail {d : ℕ} [NeZero d] {g c kappaRate : ℝ} {abar : Mat d} {a : CoeffSpace d} {x epsilon : ℝ} (h : RowRetainingPrintOrderGoodScale d g c kappaRate abar a x) (hS : Matrix.PosDef (symmPart abar)) (hg : g ∈ Set.Ico 0 1) (hkappa : 0 < kappaRate) (hx : 1 ≤ x) (hepsilon : 0 < epsilon) (hscale : x ≤ epsilon⁻¹) :
∃ (N : ℕ) (G : ℕ) (lambda : ℝ) (deltaScaled : ℝ) (aScaled : CoeffSpace d) (aRef : Book.Ch03.CoeffFamily d) (L : ℕ), lambda = epsilon * 3 ^ N ∧ lambda ∈ Set.Icc 1 3 ∧ aScaled = Quenched.physicalScaleCoefficient N a ∧ deltaScaled = triadicallyScaledRowAmplitude h.delta (h.activationScale a) N (2 * kappaRate) ∧ witnessEccentricity (symmPart abar) * √↑d ≤ 3 ^ ↑G ∧ 3 ^ ↑G ≤ 1 + 3 * (witnessEccentricity (symmPart abar) * √↑d) ∧ L = Certificate.formulaicNormalizedReferenceTailShift d (responseWindowOrder g) (Certificate.printRowOrder g) (2 * kappaRate) G ∧ ↑L < max 0 (Real.logb 3 (Certificate.shiftedTailAbsorptionPrefactor d (responseWindowOrder g) (Certificate.printRowOrder g) G) / (2 * kappaRate)) + 1 ∧ (∀ (Q : TriadicCube d), (aRef.coeffOn Q).toCoeffField = affineCoefficient (Selection.normalizedRoot (symmPart abar)) ⋯ ↑↑(normalizedCenteredCoeff aScaled abar hS)) ∧ ScalarIdentityPowerTail aRef (responseWindowOrder g) (√deltaScaled) kappaRate (3 ^ ↑L)

The row-retaining root interface gives a response-window reference tail in the triadically scaled frame.