Title of article :
The perturbed nonhomogeneous Markov system Original Research Article
Author/Authors :
P.-C.G. Vassiliou، نويسنده , , M.A. Symeonaki، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 1999
Pages :
14
From page :
319
To page :
332
Abstract :
In this paper we introduce for the first time the concept of a perturbed nonhomogeneous Markov system (P-NHMS). The expected population structure is found and its asymptotic behavior is provided under more realistic assumptions than previous studies, by relaxing the assumption that the imbedded nonhomogeneous Markov chain of a NHMS is converging to a homogeneous Markov chain. Also we study the sensitivity of the limiting expected structure on perturbations of the limiting input probabilities for a NHMS. Moreover, the asymptotic behavior of the variances and covariances of the class sizes of a P-NHMS is considered and found in an elegant closed analytic form.
Keywords :
Markov chains , Nonhomogeneous Markov systems , perturbation theory
Journal title :
Linear Algebra and its Applications
Serial Year :
1999
Journal title :
Linear Algebra and its Applications
Record number :
822675
Link To Document :
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