Monte-Carlo Numerical Methods for Modeling of Interaction Schemes in Discrete States

Stochastic models of systems of interacting elements specified by kinetic schemes are considered. The Monte-Carlo method is presented for numerical study of such systems. For an example the models of bi-molecular reaction, epidemic propagation are given in a form of Markovian random processes in the discrete phase space.