Limit theorem for a semi - Markovian stochastic model of type (s,S)
In this study, a semi-Markovian inventory model of type $(s,S)$ is considered and the model is expressed by means of renewal-reward process $(X(t))$ with an asymmetric triangular distributed interference of chance and delay. The ergodicity of the process $X(t)$ is proved and the exact expression for the ergodic distribution is obtained. Then, two-term asymptotic expansion for the ergodic distribution is found for standardized process $W(t)\equiv (2X(t)) / (S-s)$. Finally, using this asymptotic expansion, the weak convergence theorem for the ergodic distribution of the process $W(t)$ is proved and the explicit form of the limit distribution is found.
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- Borovkov, A.A. Stochastic Processes in Queuing Theory, (Spinger-Verlag, New York, 1976).
- Brown, M. and Solomon, H. A second - order approximation for the variance of a renewal
- reward process, Stochastic Processes and Applications 34 (11), 3599-3607, 2010.
- Feller, W. Introduction to Probability Theory and Its Applications II, (John Wiley, New
York, 1971).
- Gihman, I.I. and Skorohod, A.V. Theory of Stochastic Processes II, (Springer, Berlin, 1975).
- Janssen, A.J.E.M. and Leeuwaarden, J.S.H. On Lerch’s transcendent and the Gaussian
random walk, Annals of Applied Probability 17 (2), 421-439, 2007.
- Khaniyev, T.A. About moments of generalized renewal process, Transactions of NAS of
Azerbaijan 25 (1), 95-100, 2005.
- Khaniev, T., Atalay, K. On the weak convergence of the ergodic distribution in an inventory
model of type (s,S), Hacettepe Journal of Mathematics and Statistics 39 (4), 599-611, 2010.
- Khaniyev T., Kesemen T., Aliyev R. and Kokangul A. Asymptotic expansions for the moments
of the semi - Markovian random walk with gamma distributed interference of chance,
Statistics and Probability Letters,78(6), 130 -143, 2008.
- Khaniyev T., Kokangul A. and Aliyev R. An asymptotic approach for a semi - Markovian
inventory model of type (s,S), Applied Stochastic Models in Business and Industry, 29(5),
439-453, 2013.
- Khaniyev, T.A. and Mammadova, Z. On the stationary characteristics of the extended model
of type (s,S) with Gaussian distribution of summands, Journal of Statistical Computation
and Simulation 76 (10), 861-874, 2006.
- Lotov, V.I. On some boundary crossing problems for Gaussian random walks, Annals of
Probability 24 (4), 2154-2171, 1996.
- Rogozin, B.A. On the distribution of the first jump, Theory of Probability and Its Applications,
9 (3), 450-465, 1964.