ERROR-BOUNDS FOR ARBITRARY APPROXIMATIONS OF NEARLY REVERSIBLE MARKOV-CHAINS AND A COMMUNICATIONS EXAMPLE

Authors
Citation
Nm. Vandijk, ERROR-BOUNDS FOR ARBITRARY APPROXIMATIONS OF NEARLY REVERSIBLE MARKOV-CHAINS AND A COMMUNICATIONS EXAMPLE, Kybernetika, 33(2), 1997, pp. 171-184
Citations number
25
Categorie Soggetti
Controlo Theory & Cybernetics","Computer Science Cybernetics
Journal title
ISSN journal
00235954
Volume
33
Issue
2
Year of publication
1997
Pages
171 - 184
Database
ISI
SICI code
0023-5954(1997)33:2<171:EFAAON>2.0.ZU;2-K
Abstract
A condition is provided to conclude error bounds when using an arbitra ry steady state approximation of a ''nearly reversible'' Markov chain. The error bound is of the form Delta R where (i) Delta can be compute d by the approximation in order (ii) R can be obtained analytically by the system of interest. The results will be illustrated for a communi cation system with different source characteristics. An approximation is suggested based on truncating the corresponding Mobius-function. An R-value is obtained by an inductive Markov reward equation. Numerical illustration indicates that the error bound can be useful for practic al purposes.