Optimal detection of homogeneous segment of observations in stochastic sequence

We register a Markov process. At random moment $\theta$ the distribution of observed sequence changes. Using probability maximizing approach the optimal stopping rule is identified. For the particular case of disorder the explicit solution is obtained.