The average distance of the n-th neighbour in a uniform distribution of random points
Bhattacharyya, Pratip · Chakrabarti, Bikas K. · Chakraborti, Anirban
Original · EN
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.
English translation
This paper has no Arabic translation yet. Be the first: it takes a few seconds, and the result is stored for every future reader.