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Author:Dijk, N. M. van
Title:Truncation of Markov chains with applications to queueing
Journal:Operations Research
1991 : NOV-DEC, VOL. 39:6, p.1018-1027
Index terms:MARKOV CHAINS
QUEUING THEORY
PROBABILITY
BIAS
NUMERICAL COMPUTATION
Language:eng
Abstract:State-space truncation is frequently demanded for computation of large or infinite Markov chains. Conditions are given that guarantee an error bound or rate of convergence. Roughly, these conditions apply either when probabilities of large states are sufficiently small, or when transition probabilities for state increases become small in sufficiently large states. The verification of these conditions is based on establishing bounds for bias terms of reward structures. The paper is mainly concerned with illustrating the conditions for two concrete multidimensional, nonproduct form queueing examples: an overflow model and a tandem queue with blocking.
SCIMA record nr: 109784
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