Ergodic Theorem for a Class of Markov Processes with Local Interaction

A necessary and sufficient condition is found for the existence of a “steady state” for certain locally interacting Markov process. This condition is formulated in terms of the “joint spectrum” of $n$ stochastic matrices controlling the process. In the case $n=1$ it coincides with the ergodic theorem for a homogeneous Markov chain.