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

Year 2016, Volume: 9 Issue: 3, 81 - 92, 01.09.2016

Abstract

In this study we consider a semi-Markovian inventory model of type (s, S) with subexponentialWeibull distributed demand and uniform distributed interference of chance. By using a 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

References

  • Abramowitz, M. and Stagun, I. (1964). Handbook of Special Functions, National Bureau of Standarts.
  • 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..
  • Asmussen,S. (2000). Ruin Probabilities, World Scientific, Singapore.
  • Bekar, N.O., Aliyev, R. and Khaniyev, T. (2014). Asymptotic expansions for a renewal-reward process with Weibull distributed interference of chance. Contemporary Analysis and Applied Mathematics, 1(2), 200-211.
  • Borokov, A.A. (1976). Stochastic Process in Queuing Theory, Springer-Verlag, New York.
  • Borokov, A.A. and Borokov, K.A. (2008). Asymptotic Analysis of Random Walks, Heavy Tailed Distri- butions, Cambridge University Press, New York.
  • Brown, M. and Solomon, H.A. (1975). Second order approximation for the variance of a renewal reward process, Stochastic Process and their Applications, 3, 301-314.
  • 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.
  • Chistyakov, V.P. (1964). A theorem on sums of independent positive random variables and its applications to branching random processes. Theory Probab. Appl, 9, 640-648.
  • Csenki, A. (2000). Asymptotics for renewal-reward processes with retrospective reward structure. Oper- ation Research and Letters, 26, 201-209.
  • Embrechts, P., Klppelberg, C. and Mikosh, T. (1997). Modeling Extremal Events, Springer Verlag.
  • Feller, W. (1971). Introduction to Probability Theory and Its Applications II, John Wiley, New York.
  • 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.
  • Geluk, J.L. and Frenk, J.B.G. (2011). Renewal theory for random variables with heavy tailed distribution and finite variance, Statistics and Probability Letters, 81(1), 77-82.
  • Gihman, I.I. and Skorohod, A.V. (1975). Theory of Stochastic Processes II, Springer, Berlin.
  • 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.
  • 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.
  • Khaniyev, T., Kokangul, A. and Aliyev, R. (2013). An asymptotic approach for a semi-Markovian inventory model of type (s,S). Applied Stochastic Models in Business and Industry, 29(5), 439-453.
  • Kl¨uppelberg, C. (2014). Subexponential Distributions. John Wiley Sons, Ltd.
  • Levy, J. and Taqqu, M.S. (1987). On renewal processes having stable inter-renewal intervals and stable rewards. Ann.Sci.Math., 11, 95-110 Quebec.
  • Levy, J.B. and Taqqu, M.S. (2000).Renewal reward processes with heavy tailed inter-renewal times and heavy tailed rewards. Annals of Statistics, 6(1), 23-24.
  • Lotov, V.I. (1996). On some boundary crosing problems for gaussian random walks. Annals of Proba- bility, 24(4), 2154-2171.
  • Prabhu, N.U. (1981). Stochastic Storage Processes. Springer-Verlag: New York.
  • Resnick, S.I. (2006). Heavy-Tail Phenomena:Probabilistic and Statistical Madeling. Springer Series in Operations Research and Financial Engineering, New York.
  • Rojas-Nandayapa, L. (2013). A review of conditional rare event simulation for tail probabilities of heavy tailed random variables. Bol.Soc. Mat. Mexicana, 3-19.
  • Rolski, T., Schmidli, H., Schmidt, V. and Teugels, J. (1999). Stochastic Process for Insurance and Finance. John Wiley&Sons, Ltd., Chichester.
  • Sahin, I. (1983). On the continuous-review (s,S) inventory model under compound renewal demand and random lead times. Journal of applied probability, 20, 213-219.
  • Smith, W.L. (1959). On the cumulants of renewal process. Biometrika, 46(1-2), 537-552.
Year 2016, Volume: 9 Issue: 3, 81 - 92, 01.09.2016

Abstract

References

  • Abramowitz, M. and Stagun, I. (1964). Handbook of Special Functions, National Bureau of Standarts.
  • 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..
  • Asmussen,S. (2000). Ruin Probabilities, World Scientific, Singapore.
  • Bekar, N.O., Aliyev, R. and Khaniyev, T. (2014). Asymptotic expansions for a renewal-reward process with Weibull distributed interference of chance. Contemporary Analysis and Applied Mathematics, 1(2), 200-211.
  • Borokov, A.A. (1976). Stochastic Process in Queuing Theory, Springer-Verlag, New York.
  • Borokov, A.A. and Borokov, K.A. (2008). Asymptotic Analysis of Random Walks, Heavy Tailed Distri- butions, Cambridge University Press, New York.
  • Brown, M. and Solomon, H.A. (1975). Second order approximation for the variance of a renewal reward process, Stochastic Process and their Applications, 3, 301-314.
  • 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.
  • Chistyakov, V.P. (1964). A theorem on sums of independent positive random variables and its applications to branching random processes. Theory Probab. Appl, 9, 640-648.
  • Csenki, A. (2000). Asymptotics for renewal-reward processes with retrospective reward structure. Oper- ation Research and Letters, 26, 201-209.
  • Embrechts, P., Klppelberg, C. and Mikosh, T. (1997). Modeling Extremal Events, Springer Verlag.
  • Feller, W. (1971). Introduction to Probability Theory and Its Applications II, John Wiley, New York.
  • 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.
  • Geluk, J.L. and Frenk, J.B.G. (2011). Renewal theory for random variables with heavy tailed distribution and finite variance, Statistics and Probability Letters, 81(1), 77-82.
  • Gihman, I.I. and Skorohod, A.V. (1975). Theory of Stochastic Processes II, Springer, Berlin.
  • 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.
  • 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.
  • Khaniyev, T., Kokangul, A. and Aliyev, R. (2013). An asymptotic approach for a semi-Markovian inventory model of type (s,S). Applied Stochastic Models in Business and Industry, 29(5), 439-453.
  • Kl¨uppelberg, C. (2014). Subexponential Distributions. John Wiley Sons, Ltd.
  • Levy, J. and Taqqu, M.S. (1987). On renewal processes having stable inter-renewal intervals and stable rewards. Ann.Sci.Math., 11, 95-110 Quebec.
  • Levy, J.B. and Taqqu, M.S. (2000).Renewal reward processes with heavy tailed inter-renewal times and heavy tailed rewards. Annals of Statistics, 6(1), 23-24.
  • Lotov, V.I. (1996). On some boundary crosing problems for gaussian random walks. Annals of Proba- bility, 24(4), 2154-2171.
  • Prabhu, N.U. (1981). Stochastic Storage Processes. Springer-Verlag: New York.
  • Resnick, S.I. (2006). Heavy-Tail Phenomena:Probabilistic and Statistical Madeling. Springer Series in Operations Research and Financial Engineering, New York.
  • Rojas-Nandayapa, L. (2013). A review of conditional rare event simulation for tail probabilities of heavy tailed random variables. Bol.Soc. Mat. Mexicana, 3-19.
  • Rolski, T., Schmidli, H., Schmidt, V. and Teugels, J. (1999). Stochastic Process for Insurance and Finance. John Wiley&Sons, Ltd., Chichester.
  • Sahin, I. (1983). On the continuous-review (s,S) inventory model under compound renewal demand and random lead times. Journal of applied probability, 20, 213-219.
  • Smith, W.L. (1959). On the cumulants of renewal process. Biometrika, 46(1-2), 537-552.
There are 28 citations in total.

Details

Other ID JA37FP96FF
Journal Section Research Article
Authors

Tülay Kesemen This is me

Aslı Bektaş Kamışlık This is me

Zafer Küçük This is me

Ebru Şenol. This is me

Publication Date September 1, 2016
Published in Issue Year 2016 Volume: 9 Issue: 3

Cite

APA Kesemen, T., Kamışlık, A. B., Küçük, Z., Şenol., E. (2016). INVENTORY MODEL OF TYPE (s,S) WITH SUBEXPONENTIAL WEIBULL DISTRIBUTED DEMAND. Istatistik Journal of The Turkish Statistical Association, 9(3), 81-92.
AMA Kesemen T, Kamışlık AB, Küçük Z, Şenol. E. INVENTORY MODEL OF TYPE (s,S) WITH SUBEXPONENTIAL WEIBULL DISTRIBUTED DEMAND. IJTSA. September 2016;9(3):81-92.
Chicago Kesemen, Tülay, Aslı Bektaş Kamışlık, Zafer Küçük, and Ebru Şenol. “INVENTORY MODEL OF TYPE (s,S) WITH SUBEXPONENTIAL WEIBULL DISTRIBUTED DEMAND”. Istatistik Journal of The Turkish Statistical Association 9, no. 3 (September 2016): 81-92.
EndNote Kesemen T, Kamışlık AB, Küçük Z, Şenol. E (September 1, 2016) INVENTORY MODEL OF TYPE (s,S) WITH SUBEXPONENTIAL WEIBULL DISTRIBUTED DEMAND. Istatistik Journal of The Turkish Statistical Association 9 3 81–92.
IEEE T. Kesemen, A. B. Kamışlık, Z. Küçük, and E. Şenol., “INVENTORY MODEL OF TYPE (s,S) WITH SUBEXPONENTIAL WEIBULL DISTRIBUTED DEMAND”, IJTSA, vol. 9, no. 3, pp. 81–92, 2016.
ISNAD Kesemen, Tülay et al. “INVENTORY MODEL OF TYPE (s,S) WITH SUBEXPONENTIAL WEIBULL DISTRIBUTED DEMAND”. Istatistik Journal of The Turkish Statistical Association 9/3 (September 2016), 81-92.
JAMA Kesemen T, Kamışlık AB, Küçük Z, Şenol. E. INVENTORY MODEL OF TYPE (s,S) WITH SUBEXPONENTIAL WEIBULL DISTRIBUTED DEMAND. IJTSA. 2016;9:81–92.
MLA Kesemen, Tülay et al. “INVENTORY MODEL OF TYPE (s,S) WITH SUBEXPONENTIAL WEIBULL DISTRIBUTED DEMAND”. Istatistik Journal of The Turkish Statistical Association, vol. 9, no. 3, 2016, pp. 81-92.
Vancouver Kesemen T, Kamışlık AB, Küçük Z, Şenol. E. INVENTORY MODEL OF TYPE (s,S) WITH SUBEXPONENTIAL WEIBULL DISTRIBUTED DEMAND. IJTSA. 2016;9(3):81-92.