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Limit theorem for a semi - Markovian stochastic model of type (s,S)

Yıl 2019, Cilt: 48 Sayı: 2, 605 - 615, 01.04.2019

Öz

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.

Kaynakça

  • 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.
Yıl 2019, Cilt: 48 Sayı: 2, 605 - 615, 01.04.2019

Öz

Kaynakça

  • 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.
Toplam 12 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular İstatistik
Bölüm İstatistik
Yazarlar

Zulfiye Hanalioglu Bu kişi benim 0000-0003-1197-9421

Tahir Khaniyev 0000-0003-1974-0140

Yayımlanma Tarihi 1 Nisan 2019
Yayımlandığı Sayı Yıl 2019 Cilt: 48 Sayı: 2

Kaynak Göster

APA Hanalioglu, Z., & Khaniyev, T. (2019). Limit theorem for a semi - Markovian stochastic model of type (s,S). Hacettepe Journal of Mathematics and Statistics, 48(2), 605-615.
AMA Hanalioglu Z, Khaniyev T. Limit theorem for a semi - Markovian stochastic model of type (s,S). Hacettepe Journal of Mathematics and Statistics. Nisan 2019;48(2):605-615.
Chicago Hanalioglu, Zulfiye, ve Tahir Khaniyev. “Limit Theorem for a Semi - Markovian Stochastic Model of Type (s,S)”. Hacettepe Journal of Mathematics and Statistics 48, sy. 2 (Nisan 2019): 605-15.
EndNote Hanalioglu Z, Khaniyev T (01 Nisan 2019) Limit theorem for a semi - Markovian stochastic model of type (s,S). Hacettepe Journal of Mathematics and Statistics 48 2 605–615.
IEEE Z. Hanalioglu ve T. Khaniyev, “Limit theorem for a semi - Markovian stochastic model of type (s,S)”, Hacettepe Journal of Mathematics and Statistics, c. 48, sy. 2, ss. 605–615, 2019.
ISNAD Hanalioglu, Zulfiye - Khaniyev, Tahir. “Limit Theorem for a Semi - Markovian Stochastic Model of Type (s,S)”. Hacettepe Journal of Mathematics and Statistics 48/2 (Nisan 2019), 605-615.
JAMA Hanalioglu Z, Khaniyev T. Limit theorem for a semi - Markovian stochastic model of type (s,S). Hacettepe Journal of Mathematics and Statistics. 2019;48:605–615.
MLA Hanalioglu, Zulfiye ve Tahir Khaniyev. “Limit Theorem for a Semi - Markovian Stochastic Model of Type (s,S)”. Hacettepe Journal of Mathematics and Statistics, c. 48, sy. 2, 2019, ss. 605-1.
Vancouver Hanalioglu Z, Khaniyev T. Limit theorem for a semi - Markovian stochastic model of type (s,S). Hacettepe Journal of Mathematics and Statistics. 2019;48(2):605-1.