On spatial thinning-replacement processes based on Voronoi cells

Details On spatial thinning-replacement processes based on Voronoi cells On spatial thinning-replacement processes based on Voronoi cells

2006-10-19

arxiv.org/abs/math/0610606v1

Mathematics

Probability

17 pages, 4 figures

Scientific paper

We introduce a new class of spatial-temporal point processes based on Voronoi tessellations. At each step of such a process, a point is chosen at random according to a distribution determined by the associated Voronoi cells. The point is then removed, and a new random point is added to the configuration. The dynamics are simple and intuitive and could be applied to modeling natural phenomena. We prove ergodicity of these processes under wide conditions.

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