\( \definecolor{colordef}{RGB}{249,49,84} \definecolor{colorprop}{RGB}{18,102,241} \)
A probability vector \(\pi\) is called a steady state (or stationary distribution) of a Markov chain with transition matrix \(\mathbf{M}\) if it satisfies: