摘要

We provide two conditions, both in the spirit of classical regularity, that are equivalent to the existence of the steady state for a stochastic matrix. Our development of these characterizations sidesteps Perron-Frobenius theory for non-negative matrices, hinging instead on an elementary fixed point result that complements Banach%26apos;s contraction mapping theorem.

  • 出版日期2014

全文