On the convergence to stationarity of birth-death processes

Author:

Coolen-Schrijner Pauline,Van Doorn Erik A.

Abstract

Taking up a recent proposal by Stadje and Parthasarathy in the setting of the many-server Poisson queue, we consider the integral ∫0[limu→∞E(X(u))-E(X(t))]dt as a measure of the speed of convergence towards stationarity of the process {X(t), t≥0}, and evaluate the integral explicitly in terms of the parameters of the process in the case that {X(t), t≥0} is an ergodic birth-death process on {0,1,….} starting in 0. We also discuss the discrete-time counterpart of this result, and examine some specific examples.

Publisher

Cambridge University Press (CUP)

Subject

Statistics, Probability and Uncertainty,General Mathematics,Statistics and Probability

Reference13 articles.

1. Random walks;Karlin;Illinois J. Math.,1959

2. Conditions for exponential ergodicity and bounds for the decay parameter of a birth-death process

3. The transient state probabilities for a queueing model where potential customers are discouraged by queue length

4. Coolen-Schrijner P. , and van Doorn E. A. (2001). The deviation matrix of a continuous-time Markov chain. Submitted.

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2. Loading Parameter for a Queuing System;Journal of Mathematical Sciences;2013-12-21

3. Generating Birth and Death Processes;Stochastic Analysis and Applications;2011-02-25

4. On the Lower Bound of the Spectrum of Some Mean-Field Models;Theory of Probability & Its Applications;2005-01

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