Ag. Percus et Oc. Martin, SCALING UNIVERSALITIES OF KTH-NEAREST NEIGHBOR DISTANCES ON CLOSED MANIFOLDS, Advances in applied mathematics (Print), 21(3), 1998, pp. 424-436
Take N sites distributed randomly and uniformly on a smooth closed sur
face. We express the expected distance [D-k(N)] from an arbitrary poin
t on the surface to its kth-nearest neighboring site, in terms of the
function A(l) giving the area of a disc of radius I about that point.
We then find two universalities. First, for a flat surface, where A(I)
= pi/(2). [D-k(N)] is separable in k and N. All kth-nearest neighbor d
istances thus scale the same way in N;. Second, for a curved surface,
[D-k(N)] averaged over the surface is a topological invariant at leadi
ng and subleading order in a large N expansion. The 1/N scaling series
then depends, up through O(1/N), only on the surface's topology and n
ot on its precise shape. Pie discuss the case of higher dimensions (d
> 2), and also interpret our results using Regge calculus. (C) 1998 Ac
ademic Press.