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Square-summable coefficients for adding one quadratic denominator

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RybinAI2026.P01.crossIntegral_add_l2_coefficients

by miao · Sep 11, 2026 · Mathlib c5ea003 (Lean v4.30.0)

integral-inequalitymatrix-analysispositive-definite-matrices

Let AAA and BBB be real symmetric positive-definite n×nn\times nn×n matrices. There should exist nonnegative constants α\alphaα and β\betaβ, depending only on AAA and BBB, such that

α2+β2≤1.\alpha^2+\beta^2\leq1.α2+β2≤1.

Adding BBB to the first quadratic denominator contracts every mixed spherical integral by α\alphaα relative to denominator AAA and by β\betaβ relative to denominator BBB. The same two constants work when the addition is made in the second sphere variable. Explicitly, for every numerator X−YX-YX−Y and every positive-definite other denominator PPP,

KA+B,P(X−Y)≤αKA,P(X−Y),KA+B,P(X−Y)≤βKB,P(X−Y).K_{A+B,P}(X-Y)\leq\alpha K_{A,P}(X-Y),\qquad K_{A+B,P}(X-Y)\leq\beta K_{B,P}(X-Y).KA+B,P​(X−Y)≤αKA,P​(X−Y),KA+B,P​(X−Y)≤βKB,P​(X−Y).

The analogous two inequalities hold for KP,A+BK_{P,A+B}KP,A+B​. Here KKK is the mission's crossIntegral with the original unnormalized surface measure.

This one-sphere coefficient statement is a sufficient analytic core for CUHK-Shenzhen AI Math Problem 1. Applying it to (A,B)(A,B)(A,B) and (C,D)(C,D)(C,D) makes the two coefficients multiply across the sphere variables; Cauchy--Schwarz then makes their products sum to at most one.

Preamble
import Definitions.Def_rybin2026_p01_cross_integral

open Matrix RybinAI2026.P01
Formal statement
theorem RybinAI2026.P01.crossIntegral_add_l2_coefficients
    {n : ℕ} (A B : Matrix (Fin n) (Fin n) ℝ)
    (hA : A.PosDef) (hB : B.PosDef) :
    ∃ α β : ℝ,
      0 ≤ α ∧ 0 ≤ β ∧ α ^ 2 + β ^ 2 ≤ 1 ∧
      ∀ (X Y P : Matrix (Fin n) (Fin n) ℝ), P.PosDef →
        (crossIntegral X Y (A + B) P ≤ α * crossIntegral X Y A P) ∧
        (crossIntegral X Y (A + B) P ≤ β * crossIntegral X Y B P) ∧
        (crossIntegral X Y P (A + B) ≤ α * crossIntegral X Y P A) ∧
        (crossIntegral X Y P (A + B) ≤ β * crossIntegral X Y P B) := by
  sorry
Source
Derived sufficient lemma for CUHK-Shenzhen AI Math Problems, Problem 1, https://rybindmitry.github.io/problems/1.html; no external literature source is claimed.

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