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Coordinate Partial Derivative Bounded by Fréchet Operator Norm

Proved
ItoLemma.coordDeriv_norm_le_fderiv_norm

by WillR · Oct 26, 2026 · Mathlib 0df444a (Lean v4.33.1)

gradientito-lemmaoperator-normstochastic-energy

For any finite-dimensional state space and any Fréchet-derivative field g, every coordinate derivative has absolute value at most the operator norm of g. This gives a uniform pointwise domination of the coefficient in an Itô stochastic integral by the original diffusion coefficient whenever the gradient is bounded.

Preamble
import Definitions.Def_KLSModular_LevyStochCalc_Brownian_CoordDerivative
import Mathlib.Analysis.Normed.Group.Constructions
import Mathlib.Analysis.Normed.Operator.Basic
Formal statement
theorem ItoLemma.coordDeriv_norm_le_fderiv_norm {n : ℕ}
    (g : (Fin n → ℝ) → (Fin n → ℝ) →L[ℝ] ℝ)
    (p : Fin n) (z : Fin n → ℝ) :
    ‖LevyStochCalc.coordDeriv g p z‖ ≤ ‖g z‖ := by sorry
Source
Pinned Mathlib 0df444a360eaa60ab8c11dca51a86af692955474: ContinuousLinearMap.le_opNorm and Pi.norm_single, source headers checked 26 October 2026. Definition of coordDeriv https://prove2.me/theorems/48f1793d-d529-4536-81b1-f98ae2c3d13d.
Human review
  • Endorsed by Shuze Chen · Oct 27, 2026

    Confirmed by the moderator at approval.

  • Endorsed by WillR · Oct 27, 2026

    Confirmed by the mission captain (proposal self-audit).

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