Dergiler / İstatistik. Türk İstatistik Derneği Dergisi / 2016 / Cilt: 9 - Sayı: 3

INVENTORY MODEL OF TYPE (8,8) WITH SUBEXPONENTIAL WEIBULL DISTRIBUTED DEMAND

Sayfa
81–92
Yayın Tarihi
2022-10-19
DOI
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Moreover we proved weak convergence theorem for the ergodicdistribution function and derived the limit distribution.

📌 3 Maddede Bu Makale

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Amaç & Hipotez:In this study we consider semi-Markovian inventory model of type (5, S) with SubexponentialWeibull distributed demand and uniform distributed interference of chance.
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Temel Bulgular & Veri:By using special asymptoticexpansion proposed by Geluk and Frenk (2011) we derived an asymptotic expansion for the renewal functiongenerated by the subexponential Weibull distributed demand random variables.
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Sonuç & Katkı:Moreover we proved weak convergence theorem for the ergodicdistribution function and derived the limit distribution.
🔬Tür:Modelleme & Sayısal Simülasyon
📍Kapsam:2011 Verileri
⚙️Değişkenler:Alan Parametreleri

Abstract

In this study we consider semi-Markovian inventory model of type (5, S) with SubexponentialWeibull distributed demand and uniform distributed interference of chance. By using special asymptoticexpansion proposed by Geluk and Frenk (2011) we derived an asymptotic expansion for the renewal functiongenerated by the subexponential Weibull distributed demand random variables. Trough this renewal functionwe obtained two term asymptotic expansion for the ergodic distribution function of the process whichrepresents the model that we consider here. Moreover we proved weak convergence theorem for the ergodicdistribution function and derived the limit distribution.

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Bu Makaleye Atıf Yap

KÜÇÜK, Z., ŞENOL, E., KESEMEN, T., KAMIŞLIK, A. B. (2022). INVENTORY MODEL OF TYPE (8,8) WITH SUBEXPONENTIAL WEIBULL DISTRIBUTED DEMAND. İstatistik. Türk İstatistik Derneği Dergisi, Cilt: 9 - Sayı: 3, 81–92. https://ajindex.com/articles/555723

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Kaynakça (17)

  1. Abramowitz, M. and Stagun, I. (1964). Handbook of Special Functions, National Bureau of Standarts
  2. Aliyev, R. and Khaniyev, T. (2014). On the semi-Markovian random walk with Gaussian distribution of summands. Communication in Statistics -Theory and Methods, 43(1), 90-104
  3. Asmussen,S. (2000). Ruin Probabilities, World Scientific, Singapore
  4. Bekar, N.O., Aliyev, R. and Khaniyev, T. (2014). Asymptotic expansions for renewal-reward process with Weibull distributed interference of chance. Contemporary Analysis and Applied Mathematics, 1(2), 200-211
  5. Borokov, A.A. (1976). Stochastic Process in Queuing Theory, Springer-Verlag, New York
  6. Borokov, A.A. and Borokov, K.A. (2008). Asymptotic Analysis of Random Walks, Heavy Tailed Distributions, Cambridge University Press, New York
  7. Brown, M. and Solomon, HA. (1975). Second order approximation for the variance of renewal reward process, Stochastic Process and their Applications, 3, 301-314
  8. Chen, F. and Zheng, Y—S. (1997). Sensitivity analysis of an inventory model of type (s,S) inventory model, Operation Research and Letters, 21, 19-23
  9. Chistyakov, V.P. (1964). theorem on sums of independent positive random variables and its applications to branching random processes. Theory Probab. Appl, 9, 640-648
  10. Csenki, A. (2000). Asymptotics for renewal-reward processes with retrospective reward structure. Operation Research and Letters, 26, 201-209
  11. Embrechts, P., Klppelberg, C. and Mikosh, T. (1997). Modeling Extremal Events, Springer Verlag
  12. Feller, W. (1971). Introduction to Probability Theory and Its Applications II, John Wiley, New York
  13. Foss, S., Korshunov, D. and Zachary, S. (2011). An Introduction to Heavy Tailed and Subexponential Distributions, Springer Series in Operaions Research and Financial Engineering, New York
  14. Geluk,.L. and Frenk,.B.G. (2011). Renewal theory for random variables with heavy tailed distribution and finite variance, Statistics and Probability Letters, 81(1), 77-82
  15. Gihman, 1.1. and Skorohod, A.V. (1975). Theory of Stochastic Processes II, Springer, Berlin
  16. Khaniyev, T. and Aksop, C. (2011). Asymptotic results for an inventory model of type (s,S) with generalized beta interference of chance, TWMS J. App. Eng. Math., 1(2), 223-236
  17. Khaniyev, T. and Atalay, K.D (2010). On the weak convergence of the ergodic distribution for an inventory model of type (s,S). Hacettepe Journal of Mathematics and Statistics, 39(4), 599-611.