Problem 01 Goal — Matrix integral inequality
OpenRybinAI2026.P01.matrix_integral_inequalityFor every natural number (including ), let with its Euclidean norm, let , and let be the measure on obtained by applying the polar-decomposition construction to Lebesgue volume on , without probability normalization. For a real matrix , define , and, for arbitrary real matrices , define the total-valued quantity
Then, for every four real matrices such that, for each , every nonzero satisfies , one has
Matrix addition and subtraction here are entrywise; in particular, the numerator on the left uses . No symmetry assumptions are stated separately. Since unit vectors are nonzero, the positivity hypotheses make every denominator occurring in these three quantities strictly positive, including those involving and . The statement nevertheless contains no explicit measurability or integrability assumptions: the integrals are Lean’s totalized Lebesgue integrals, which take the value when the relevant function is not integrable; likewise, the underlying real division is total and assigns , although zero denominators do not occur under the stated hypotheses.
import Definitions.Def_rybin2026_p01_matrix_integral open Matrix
namespace RybinAI2026.P01
/-- The positive-definite matrix integral is nonexpansive under componentwise addition. -/
theorem matrix_integral_inequality
{n : ℕ} (hn : 0 < n)
(A B C D : Matrix (Fin n) (Fin n) ℝ)
(hA : A.PosDef) (hB : B.PosDef) (hC : C.PosDef) (hD : D.PosDef) :
distance (A + B) (C + D) ≤ max (distance A C) (distance B D) := by
sorry
end RybinAI2026.P01Read-back
What the Lean code literally says, in plain math · gpt-5.6-sol
For every natural number (including ), let with its Euclidean norm, let , and let be the measure on obtained by applying the polar-decomposition construction to Lebesgue volume on , without probability normalization. For a real matrix , define , and, for arbitrary real matrices , define the total-valued quantity
Then, for every four real matrices such that, for each , every nonzero satisfies , one has
Matrix addition and subtraction here are entrywise; in particular, the numerator on the left uses . No symmetry assumptions are stated separately. Since unit vectors are nonzero, the positivity hypotheses make every denominator occurring in these three quantities strictly positive, including those involving and . The statement nevertheless contains no explicit measurability or integrability assumptions: the integrals are Lean’s totalized Lebesgue integrals, which take the value when the relevant function is not integrable; likewise, the underlying real division is total and assigns , although zero denominators do not occur under the stated hypotheses.
Confirmed by the mission captain (proposal self-audit).