The average distance of the n-th neighbour in a uniform distribution of random points
Abstract
We first review the derivation of the exact expression for the average distance <rn> of the n-th neighbour of a reference point among a set of N random points distributed uniformly in a unit volume of a D-dimensional geometric space. Next we propose a `mean-field theory of <rn> and compare it with the exact result. The result of the `mean-field theory is found to agree with the exact expression only in the limit D ∞ and n ∞. Thus the `mean-field approximation is useless in this context.
0
Turn this paper into a full lesson
ArcXiv compiles a staged curriculum from this paper: 8-12 lessons across beginner → advanced, synthesised section guides, visuals, flashcards, a quiz, exercises, and on-demand deep dives per section. Grounded in the abstract, never invented.