Existence of a reversible distribution for Markov chains with compact state space

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Krylov–Bogolyubov theorem shows that for any Markov chain on a Polish space $S$ that satisfies suitable conditions, there exists a stationary probability measure. My question is that under what conditions there exists a stationary and reversible probability measure? I only need the case where $S$ is compact.

Note: If $S$ is countable, then Kolmogorov's cycle condition gives an answer (see this).