The combinational structure of non-homogeneous Markov chains with countable states

Let P(s,t) denote a non-homogeneous continuous parameter Markov chain with countable state space E and parameter space [a,b], −∞<a<b<∞. Let R(s,t)={(i,j):Pij(s,t)>0}. It is shown in this paper that R(s,t) is reflexive, transitive, and independent of (s,t), s<t, if a certain weak homog...

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Bibliographic Details
Main Authors: A. Mukherjea, A. Nakassis
Format: Article
Language:English
Published: Wiley 1983-01-01
Series:International Journal of Mathematics and Mathematical Sciences
Subjects:
Online Access:http://dx.doi.org/10.1155/S0161171283000320
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Summary:Let P(s,t) denote a non-homogeneous continuous parameter Markov chain with countable state space E and parameter space [a,b], −∞<a<b<∞. Let R(s,t)={(i,j):Pij(s,t)>0}. It is shown in this paper that R(s,t) is reflexive, transitive, and independent of (s,t), s<t, if a certain weak homogeneity condition holds. It is also shown that the relation R(s,t), unlike in the finite state space case, cannot be expressed even as an infinite (countable) product of reflexive transitive relations for certain non-homogeneous chains in the case when E is infinite.
ISSN:0161-1712
1687-0425