
We introduce a new way of representing logarithmically concave functions on $\mathbb{R}^{d}$. It allows us to extend the notion of the largest volume ellipsoid contained in a convex body to the setting of logarithmically concave functions as follows. For every $s>0$, we define a class of non-negative functions on $\mathbb{R}^{d}$ derived from ellipsoids in $\mathbb{R}^{d+1}$. For any log-concave function $f$ on $\mathbb{R}^{d}$, and any fixed $s>0$, we consider functions belonging to this class, and find the one with the largest integral under the condition that it is pointwise less than or equal to $f$, and we call it the \emph{\jsfunction} of $f$. After establishing existence and uniqueness, we give a characterization of this function similar to the one given by John in his fundamental theorem. We find that John $s$-functions converge to characteristic functions of ellipsoids as $s$ tends to zero and to Gaussian densities as $s$ tends to infinity. As an application, we prove a quantitative Helly type result: the integral of the pointwise minimum of any family of log-concave functions is at least a constant $c_d$ multiple of the integral of the pointwise minimum of a properly chosen subfamily of size $3d+2$, where $c_d$ depends only on $d$.
Clean version
Helly type theorem, QA Mathematics / matematika, QA73 Geometry / geometria, Metric Geometry (math.MG), Helly-type theorems and geometric transversal theory, Functional Analysis (math.FA), logarithmically concave function, Mathematics - Functional Analysis, Measure (Gaussian, cylindrical, etc.) and integrals (Feynman, path, Fresnel, etc.) on manifolds, Mathematics - Metric Geometry, Asymptotic theory of convex bodies, Inequalities and extremum problems involving convexity in convex geometry, FOS: Mathematics, 52A23, 52A40, 46T12, John ellipsoid, Convexity of real functions of several variables, generalizations
Helly type theorem, QA Mathematics / matematika, QA73 Geometry / geometria, Metric Geometry (math.MG), Helly-type theorems and geometric transversal theory, Functional Analysis (math.FA), logarithmically concave function, Mathematics - Functional Analysis, Measure (Gaussian, cylindrical, etc.) and integrals (Feynman, path, Fresnel, etc.) on manifolds, Mathematics - Metric Geometry, Asymptotic theory of convex bodies, Inequalities and extremum problems involving convexity in convex geometry, FOS: Mathematics, 52A23, 52A40, 46T12, John ellipsoid, Convexity of real functions of several variables, generalizations
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