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Boundary domination and the distribution of the largest nearest-neighbor link in higher dimensions
Journal article   Peer reviewed

Boundary domination and the distribution of the largest nearest-neighbor link in higher dimensions

J. Michael Steele and Luke Tierney
Journal of applied probability, Vol.23(2), pp.524-528
06/1986
DOI: 10.2307/3214195

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Abstract

For a sample of points drawn uniformly from either the d-dimensional torus or the d-cube, d ≧ 2, we give limiting distributions for the largest of the nearest-neighbor links. For d ≧ 3 the behavior in the torus is proved to be different from the behavior in the cube. The results given also settle a conjecture of Henze (1982) and throw light on the choice of the cube or torus in some probabilistic models of computational complexity of geometrical algorithms.

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