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Random Closed Set


A random closed set (RACS) in R^d is a measurable function from a probability space (Omega,A,P) into (F,Sigma) where F is the set of all closed subsets of R^d and where Sigma denotes the sigma-algebra generated over F by the sets

 F_K={F in F:F intersection K=emptyset}

for all compact subsets K subset R^d.

The classical setting is a locally compact, separable T2-space E (Matheron 1975, Molchanov 2005). The definition then uses all closed sets in E and all compact sets K subset E. More general settings, including spaces without the Hausdorff assumption, are also considered (Molchanov 2005).

Despite a number of apparent differences, one can show that multidimensional point processes are a special case of RACS when talking about R^d (Baudin 1984).


See also

Multidimensional Point Process, Point Process

Portions of this entry contributed by Christopher Stover

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References

Baudin, M. "Multidimensional Point Processes and Random Closed Sets." J. Appl. Prob. 21, 173-178, 1984.Matheron, G. Random Sets and Integral Geometry. New York: Wiley, 1975.Molchanov, I. "Random Closed Sets." In Space, Structure and Randomness: Contributions in Honor of Georges Matheron in the Fields of Geostatistics, Random Sets and Mathematical Morphology. New York: Springer Science+Business Media, 2005.

Referenced on Wolfram|Alpha

Random Closed Set

Cite this as:

Weisstein, Eric W., with contributions by Christopher Stover. "Random Closed Set." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/RandomClosedSet.html

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