Decay rates and cutoff for convergence and hitting times of Markov chains with countably infinite state space
Abstract
For a positive recurrent continuous-time Markov chain on a countable state space, we compare the access time to equilibrium to the hitting time of a particular state. For monotone processes, the exponential rates are ranked. When the process starts far from equilibrium, a cutoff phenomenon occurs at the same instant, in the sense that both the access time to equilibrium and the hitting time of a fixed state are equivalent to the expectation of the latter. In the case of Markov chains on trees, that expectation can be computed explicitly. The results are illustrated on the M/M/? queue.
Más información
Título según WOS: | Decay rates and cutoff for convergence and hitting times of Markov chains with countably infinite state space |
Título según SCOPUS: | Decay rates and cutoff for convergence and hitting times of Markov chains with countably infinite state space |
Título de la Revista: | ADVANCES IN APPLIED PROBABILITY |
Volumen: | 33 |
Número: | 1 |
Editorial: | Applied Probability Trust |
Fecha de publicación: | 2001 |
Página de inicio: | 188 |
Página final: | 205 |
Idioma: | English |
Notas: | ISI, SCOPUS |