Some problems arising in solving various applied problems of economy, recognition, sociology, biology, and modeling of catastrophes are considered. Such problems can be solved using methods of the theory of Markov random processes with local interaction. General characteristics of such processes and a number of concrete applied problems that can be modelled with their help are given.
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