Central limit theorems for random polytopes in a smooth convex set
Van Thuong Vu
Abstract
Open-access reader
Van Thuong Vu
Abstract
Open-access reader
Let $K$ be a smooth convex set with volume one in $\BBR^d$. Choose $n$ random points in $K$ independently according to the uniform distribution. The convex hull of these points, denoted by $K_n$, is called a {\it random polytope}. We prove that several key functionals of $K_n$ satisfy the central limit theorem as $n$ tends to infinity.
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Let $K$ be a smooth convex set with volume one in $\BBR^d$. Choose $n$ random points in $K$ independently according to the uniform distribution. The convex hull of these points, denoted by $K_n$, is called a {\it random polytope}. We prove that several key functionals of $K_n$ satisfy the central limit theorem as $n$ tends to infinity.
Key concepts: Polytope, Limit (mathematics), Regular polygon, Convex polytope, Mathematics, Set (abstract data type), Combinatorics, Convex set