Existence of Gibbsian point processes with geometry-dependent interactions

preprint2010arXivOpen access

Abstract

We establish the existence of stationary Gibbsian point processes for interactions that act on hyperedges between the points. For example, such interactions can depend on Delaunay edges or triangles, cliques of Voronoi cells or clusters of kk-nearest neighbors. The classical case of pair interactions is also included. The basic tools are an entropy bound and stationarity.

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