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
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.