The John inclusion for log-concave functions

preprint2026arXivOpen access

Abstract

John's inclusion states that a convex body in Rd\mathbb{R}^d can be covered by the dd-dilation of its maximal volume ellipsoid. We obtain a certain John-type inclusion for log-concave functions. As a byproduct of our approach, we establish the following asymptotically tight inequality: \\ \noindent For any log-concave function ff with finite, positive integral, there exist a positive definite matrix AA, a point a∈Rda \in \mathbb{R}^d, and a positive constant αα such that χBd(x)≤αf ⁣ ⁣(A(x−a))≤d+1⋅e−∣x∣d+2+(d+1), χ_{\mathbf{B}^{d}}(x) \leq αf\!\!\left(A(x-a)\right) \leq \sqrt{d+1} \cdot e^{-\frac{\left|x\right|}{d+2} + (d+1)}, where χBdχ_{\mathbf{B}^{d}} is the indicator function of the unit ball Bd\mathbf{B}^{d}.

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