Permutations of point sets in $\mathbb{R}^d$

Given a set $S$ consisting of $n$ points in $\mathbb{R}^d$ and one or two vantage points, we study the number of orderings of $S$ induced by measuring the distance (for one vantage point) or the average distance (for two vantage points) from the vantage point(s) to the points of $S$ as the vantage points move through $\mathbb{R}^d.$ With one vantage point, a theorem of Good and Tideman \cite{MR505547} shows the maximum number of orderings is a sum of unsigned Stirling numbers of the first kind. We show that the minimum value in all dimensions is $2n-2,$ achieved by $n$ equally spaced points on a line. We investigate special configurations that achieve intermediate numbers of orderings in the one--dimensional and two--dimensional cases. We also treat the case when the points are on the sphere $S^2,$ connecting spherical and planar configurations. We briefly consider an application using weights suggested by an application to social choice theory. We conclude with several open problems that we believe deserve further study.