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LeanPool.Superdiffusion.Algsuperdiff.Section4.Provider.BoundsEaL.PerCubeFirstThird

PerCubeFirstThird #

Ported from scottnarmstrong/Superdiffusion at 7f20476385d4af418f110303085ad0740c9eba46. Module imports, support namespace and local option directives adapted for Lean Pool.

Step 5's per-cube moments: the first and third summands #

What this module does #

Step 5 of l.bounds.mathcal.E.aL says that "the p-th root of the sum over j ≤ n of the p/2-th moment of the first and third terms appearing on the right side of e.apply.sensitivity.J.aL is indeed bounded by the right side of e.bounds.mathcal.E.aL", and treats the second and fourth terms separately, "with additional inputs".

first  :  R = 4C · ( 1 + R_{B6a}(4q) R_{B5}(4q) ) · R_{B4}(4q)²
third  :  R = C  · ( σ_m^{-1} + R_{B5}(4q) )²   · R_{B6a}(4q)²

Both are exactly the anchor's scalar shape once the proved bullets are read: R_{B4}(4q)² is O(q s^{-2} γ) (the printed C s^{-1}q^{1/2}γ^{1/2} squared, which is the s^{-1}√p√γ of the anchor), and in the third term (σ_m^{-1} + R_{B5}) · R_{B6a} is O(√q √γ) by (B3) at both indices (SigmaBarLandmark.exists_rpow_gamma_mul_inv_sigmaBar_sub_one_le), so its square is O(q γ). N summand carries a 3^{γ(m−j)} factor: they are uniform in the descendant scale, which is why Step 5 calls them straightforward.

The engines are the proved ones: MomentHolder.lintegral_rpow_mul_le_of_moments for the two-factor Hölder, PerCubeBracket for the (1+∇k·λ^{-1})^θ bracket, and ℝ≥0∞ Minkowski against a constant for the σ_m^{-1} + λ^{-1} slot.

What is NOT here #

The S summand. It is the one the manuscript handles with the additional j-geometric sum, and it is NOT uniform in the descendant scale.

1. The three summands of Step 3's display, named #

The summand of MajorantSlots.step3DisplayAt: the (2,2) homogenization error leg.

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    The S summand of MajorantSlots.step3DisplayAt: the λ^{-1}-weighted value/ratio leg. Named here for the decomposition only; NO moment bound for it is asserted on this tree.

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      The third summand of MajorantSlots.step3DisplayAt: the pure gradient leg.

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        2. Two abstract moment steps #

        theorem Algsuperdiff.Section4.Provider.BoundsEaL.lintegral_rpow_sq_le_of_moments {Omega : Type u_1} [MeasurableSpace Omega] {mu : MeasureTheory.Measure Omega} {X : Omega → ℝ} {RX r : ℝ} (hX0 : ∀ᵐ (omega : Omega) ∂mu, 0 ≤ X omega) (hRX : 0 ≤ RX) (hX : ∫⁻ (omega : Omega), ENNReal.ofReal (X omega) ^ (2 * r) ∂mu ≤ ENNReal.ofReal RX ^ (2 * r)) :
        ∫⁻ (omega : Omega), ENNReal.ofReal (X omega ^ 2) ^ r ∂mu ≤ ENNReal.ofReal (RX ^ 2) ^ r

        The square of an observable, in the normal form. If X obeys the development normal form at 2r, then X² obeys it at r with the majorant R_X². This is the step that converts the printed (2,2)-error and gradient bullets (stated for the object itself) into the display's squared slots.

        theorem Algsuperdiff.Section4.Provider.BoundsEaL.lintegral_rpow_const_add_le_of_moments {Omega : Type u_1} [MeasurableSpace Omega] {mu : MeasureTheory.Measure Omega} [MeasureTheory.IsProbabilityMeasure mu] {Y : Omega → ℝ} {b RY r : ℝ} (hr : 1 ≤ r) (hb : 0 ≤ b) (hY0 : ∀ (omega : Omega), 0 ≤ Y omega) (hYm : AEMeasurable Y mu) (hRY : 0 ≤ RY) (hY : ∫⁻ (omega : Omega), ENNReal.ofReal (Y omega) ^ r ∂mu ≤ ENNReal.ofReal RY ^ r) :
        ∫⁻ (omega : Omega), ENNReal.ofReal (b + Y omega) ^ r ∂mu ≤ ENNReal.ofReal (b + RY) ^ r

        Minkowski against a deterministic shift, in the normal form. If Y obeys the development normal form at r ≥ 1, so does b + Y for every constant b ≥ 0, with the majorant b + R_Y. This is the σ_m^{-1} + λ^{-1} slot of the display's third summand.

        theorem Algsuperdiff.Section4.Provider.BoundsEaL.lintegral_rpow_const_mul_mul_le_of_moments {Omega : Type u_1} [MeasurableSpace Omega] {mu : MeasureTheory.Measure Omega} {F A B : Omega → ℝ} {b RA RB q : ℝ} (hq : 0 < q) (hb : 0 ≤ b) (hA0 : ∀ᵐ (omega : Omega) ∂mu, 0 ≤ A omega) (hAm : AEMeasurable A mu) (hBm : AEMeasurable B mu) (hRA : 0 ≤ RA) (hF : ∀ᵐ (omega : Omega) ∂mu, F omega ≤ b * (A omega * B omega)) (hA : ∫⁻ (omega : Omega), ENNReal.ofReal (A omega) ^ (2 * q) ∂mu ≤ ENNReal.ofReal RA ^ (2 * q)) (hB : ∫⁻ (omega : Omega), ENNReal.ofReal (B omega) ^ (2 * q) ∂mu ≤ ENNReal.ofReal RB ^ (2 * q)) :
        ∫⁻ (omega : Omega), ENNReal.ofReal (F omega) ^ q ∂mu ≤ ENNReal.ofReal (b * (RA * RB)) ^ q

        A deterministically scaled two-factor product, in the normal form.

        The shape both of Step 3's first summand (4C · bracket · 𝓔²) and of its third (C · (σ_m^{-1}+λ^{-1})² · ∇k²): a nonnegative observable dominated pointwise by b · (A · B) with A, B in the normal form at the doubled exponent.

        3. The three Step-4 majorants, named #

        The (B5) majorant at exponent p, at the λ-slot Step 3 reads (LambdaSlotConsumer).

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          The (B6a) majorant at exponent p (StepFourMoments).

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            The (B4) majorant at exponent p (StepFourMoments), the two-lane (Γ₂, Γ_{1/2}) bound of the (2,2) homogenization error.

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              4. The third summand #

              The third summand's q-th moment.

              ∫⁻ ( C ((σ_m^{-1} + λ^{-1}) · 3^{2j}‖∇(k_L−k_{j−2})‖)² )^q
                  ≤ ( ofReal ( C (σ_m^{-1} + R_{B5}(4q))² R_{B6a}(4q)² ) )^q .
              

              Both factors enter at the exponent 4q — the two-factor Hölder doubling applied to two squares — and the majorant is uniform in the descendant scale j = R.scale once (B3) is applied at both σ indices: σ_m^{-1}·R_{B6a} and R_{B5}·R_{B6a} are both O(√q √γ), so the whole term is O(q γ), which the anchor's (√p (s^{-1}+√(m−n)) √γ)² dominates. This is one of the two summands Step 5 calls straightforward.

              5. The first summand #

              theorem Algsuperdiff.Section4.Provider.BoundsEaL.lintegral_rpow_step3FirstTerm_le {d : ℕ} (M : Section3.ABKModel d) (m : ℤ) (R : HCPolySupport.TriadicCube d) {s Cd q RB RE : ℝ} (hs : 0 < s) (hgam : M.gamma ≤ 1 / 8) (hCd : 0 ≤ Cd) (hq : 1 ≤ q) (hRB : 0 ≤ RB) (hRE : 0 ≤ RE) (hratio : (↑(Section3.Annealed.sigmaBar M m))⁻¹ * ↑(Section3.Annealed.sigmaBar M (R.scale - 2)) ≤ 4) (hbracket : ∫⁻ (omega : Section3.Cutoff.CutoffSample d), ENNReal.ofReal ((1 + lFreeGradSlot m (tailSeriesGauge m) R omega * (Frozen.Section24.unitCubeLambda (2 * M.gamma) (HCPolySupport.Book.Ch02.MultiscaleExponent.finite 2) (Section3.Provider.BadEvents.unitRescaledCutoffCoeff M R (R.scale - 2) omega))⁻¹).rpow (2 * s / (1 - 4 * M.gamma))) ^ (2 * q) ∂↑(Section3.Cutoff.cutoffSampleLaw M) ≤ ENNReal.ofReal RB ^ (2 * q)) (herr : ∫⁻ (omega : Section3.Cutoff.CutoffSample d), ENNReal.ofReal (Frozen.Section24.unitCubeHomogenizationError s (HCPolySupport.Book.Ch02.MultiscaleExponent.finite 2) (HCPolySupport.Book.Ch02.MultiscaleExponent.finite 2) (Section3.Provider.BadEvents.unitRescaledCutoffCoeff M R (R.scale - 2) omega) (Section3.Observable.isotropicComparatorMatrix (Section3.Annealed.sigmaBar M (R.scale - 2)))) ^ (2 * (2 * q)) ∂↑(Section3.Cutoff.cutoffSampleLaw M) ≤ ENNReal.ofReal RE ^ (2 * (2 * q))) :

              The first summand's q-th moment.

              ∫⁻ ( C σ_m^{-1}σ_{j−2} (1 + ∇k·λ^{-1})^{2s/(1−4γ)} 𝓔_{s,2,2}² )^q
                  ≤ ( ofReal ( 4C · R_bracket · R_{B4}² ) )^q .
              

              The three inputs are the three proved Step-4 items, and they enter at the exponents the two-factor Hölder doubling produces: the deterministic ratio bullet (B1) at 4 (StepFourSigmaBar), the bracket at 2q (PerCubeBracket.exists_lintegral_rpow_step3Bracket_le, which itself reads (B6a) and (B5) at 4q), and the (2,2) error at 4q (StepFourMoments.exists_lintegral_rpow_unitCubeHomogenizationError22_le).

              The three moment inputs are conditional API obligations, carried as hypotheses rather than instantiated, so that each proved bullet keeps its own constant: no constant is enlarged and no regime is merged here.

              Because R_{B4}(4q) is the printed C s^{-1}q^{1/2}γ^{1/2} + Cq² e^{-C^{-1}γ^{-1}} and R_bracket = 1 + O(√q√γ) (PerCubeBracket.step3Bracket_majorant_le), this majorant is O(q s^{-2} γ) uniformly in the descendant scale — the anchor's own (√p s^{-1} √γ)².