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Mixed integrals sum to at most max⁡{d(A,C),d(B,D)}\max\{d(A,C),d(B,D)\}max{d(A,C),d(B,D)}

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RybinAI2026.P01.crossIntegral_sum_le_max

by hnagoya · Sep 6, 2026 · Mathlib c5ea003 (Lean v4.30.0)

integral-inequalitymatrix-analysispositive-definite-matrices

Denominator-normalisation bound: the two mixed integrals sum to at most the larger distance.

Let n>0n>0n>0 and let A,B,C,DA,B,C,DA,B,C,D be real symmetric positive-definite n×nn\times nn×n matrices. Write crossIntegral⁡\operatorname{crossIntegral}crossIntegral for the mixed spherical integral and d(⋅,⋅)d(\cdot,\cdot)d(⋅,⋅) for the CUHK-Shenzhen Problem 1 distance. Then

crossIntegral⁡(A, C, A+B, C+D) + crossIntegral⁡(B, D, A+B, C+D) ≤ max⁡{ d(A,C), d(B,D) }.\operatorname{crossIntegral}(A,\,C,\,A+B,\,C+D)\ +\ \operatorname{crossIntegral}(B,\,D,\,A+B,\,C+D)\ \le\ \max\bigl\{\,d(A,C),\ d(B,D)\,\bigr\}.crossIntegral(A,C,A+B,C+D) + crossIntegral(B,D,A+B,C+D) ≤ max{d(A,C), d(B,D)}.

Each summand is obtained from a Problem 1 distance by inflating its denominator from the diagonal pair to (uT(A+B)u)(vT(C+D)v)\bigl(u^{\mathsf T}(A+B)u\bigr)\bigl(v^{\mathsf T}(C+D)v\bigr)(uT(A+B)u)(vT(C+D)v); individually one has crossIntegral⁡(A,C,A+B,C+D)≤d(A,C)\operatorname{crossIntegral}(A,C,A+B,C+D)\le d(A,C)crossIntegral(A,C,A+B,C+D)≤d(A,C) and crossIntegral⁡(B,D,A+B,C+D)≤d(B,D)\operatorname{crossIntegral}(B,D,A+B,C+D)\le d(B,D)crossIntegral(B,D,A+B,C+D)≤d(B,D). The content of the statement is that after this inflation the two terms together are bounded by the maximum of the two distances, not merely by their sum.

Together with numerator subadditivity this yields the additive Problem 1 inequality d(A+B,C+D)≤max⁡{d(A,C),d(B,D)}d(A+B,C+D)\le\max\{d(A,C),d(B,D)\}d(A+B,C+D)≤max{d(A,C),d(B,D)} for arbitrary positive-definite A,B,C,DA,B,C,DA,B,C,D. Writing KA,KBK_A,K_BKA​,KB​ for the two summands and IA=d(A,C)I_A=d(A,C)IA​=d(A,C), IB=d(B,D)I_B=d(B,D)IB​=d(B,D), the bound is equivalent to KA/IA+KB/IB≤1K_A/I_A+K_B/I_B\le 1KA​/IA​+KB​/IB​≤1 when IA,IB>0I_A,I_B>0IA​,IB​>0; the degenerate cases A=CA=CA=C or B=DB=DB=D hold directly because the corresponding numerator vanishes identically.

Formalization Note crossIntegral and distance are from the Problem 1 definition modules. The bound is uniform in the dimension n>0n>0n>0.

Preamble
import Definitions.Def_rybin2026_p01_matrix_integral
import Definitions.Def_rybin2026_p01_cross_integral

open Matrix RybinAI2026.P01
open scoped BigOperators
Formal statement
theorem RybinAI2026.P01.crossIntegral_sum_le_max
    {n : ℕ} (A B C D : Matrix (Fin n) (Fin n) ℝ)
    (hA : A.PosDef) (hB : B.PosDef) (hC : C.PosDef) (hD : D.PosDef) :
    crossIntegral A C (A + B) (C + D) + crossIntegral B D (A + B) (C + D) ≤
      max (distance A C) (distance B D) := by
  sorry
Source
https://rybindmitry.github.io/problems/1.html , CUHK-Shenzhen AI Math Problems, Problem 1 (Positive definite matrix integral inequality). Decomposition step for the additive inequality d(A+B,C+D) ≤ max{d(A,C),d(B,D)}; not a separate source theorem.

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