Araştırma Makalesi

Investigation the ergodic distribution of a semi-Markovian inventory model of type (s,S) with intuitive approximation approach

Cilt: 7 Sayı: 1 30 Haziran 2023
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Investigation the ergodic distribution of a semi-Markovian inventory model of type (s,S) with intuitive approximation approach

Öz

This paper concerns a stochastic process expressing (s,S) type inventory system with intuitive approximation approach. The stock level in the system is modeled as a semi-Markovian renewal reward process X(t). Therefore, the ergodic distributions of this process can be analyzed with the help of the renewal function. Obtaining explicit formula for renewal function U(x) is difficult from a practical standpoint. Mitov and Omey recently present some intuitive approximations in literature for renewal function which cover a large number of existing results. Using their approach we were able to establish asymptotic approximations for ergodic distribution of a stochastic process X(t). Obtained results can be used in many situations where demand random variables have different distributions from different classes such as Γ(g) class.

Anahtar Kelimeler

Kaynakça

  1. Aliyev, R.T. (2017). On a stochastic process with a heavy tailed distributed component describing inventory model of type (s,S). Communications in Statistics-Theory and Methods, 46(5), 2571-2579. DOI:https://doi.org/10.1080/03610926.2014.1002932
  2. Asmussen, S. (2000). Ruin probabilities, World Scientific Publishing. Singapore.
  3. Bektaş, K.A., Alakoç, B., Kesemen T. and Khaniyev T. (2020). A semi-Markovian renewal reward process with Γ(g) distributed demand. Turkish Journal of Mathematics, 44, 1250-1262. DOI: https://doi.org/10.3906/mat-2002-72
  4. Bektaş K.A., Kesemen T. and Khaniyev T. (2019). Inventory model of type (s,S) under heavy tailed demand with infinite variance. Brazilian Journal of Probability and Statistics, 33 (1), 39-56. DOI: https://doi.org/10.1214/17-BJPS376
  5. Bektaş, K.A., Kesemen, T. and Khaniyev, T. (2018). On the moments for ergodic distribution of an inventory mo- del of type (s,S) with regularly varying demands having infinite variance. TWMS Journal of Applied and Enginee- ring Mathematics, 8 (1a), 318-329.Available at: http://jaem.isikun.edu.tr/web/index.php/archive/98-vol8no1a/349
  6. Borovkov, A.A.,(1984) Asymptotic Methods in Queuing Theory, John Wiley, New York.
  7. Brown, M. and Solomon, H.A. (1975). Second order approximation for the variance of a renewal reward process and their applications. Stochastic Processes and their Applications 3, 301-314. DOI: https://doi.org/10.1016/03044149(75)90029-0
  8. Chen, F. and Zheng, Y.S. (1997). Sensitivity analysis of an (s,S) inventory model. Operation Research and Letters, 21, 19-23. DOI: https://doi.org/10.1016/S0167-6377(97)00019-9

Ayrıntılar

Birincil Dil

İngilizce

Konular

İstatistik

Bölüm

Araştırma Makalesi

Yayımlanma Tarihi

30 Haziran 2023

Gönderilme Tarihi

29 Aralık 2022

Kabul Tarihi

8 Şubat 2023

Yayımlandığı Sayı

Yıl 2023 Cilt: 7 Sayı: 1

Kaynak Göster

APA
Bektaş Kamışlık, A., Alakoç, B., Kesemen, T., & Khanıyev, T. (2023). Investigation the ergodic distribution of a semi-Markovian inventory model of type (s,S) with intuitive approximation approach. Journal of Turkish Operations Management, 7(1), 1483-1492. https://doi.org/10.56554/jtom.1226349
AMA
1.Bektaş Kamışlık A, Alakoç B, Kesemen T, Khanıyev T. Investigation the ergodic distribution of a semi-Markovian inventory model of type (s,S) with intuitive approximation approach. JTOM. 2023;7(1):1483-1492. doi:10.56554/jtom.1226349
Chicago
Bektaş Kamışlık, Aslı, Büşra Alakoç, Tulay Kesemen, ve Tahir Khanıyev. 2023. “Investigation the ergodic distribution of a semi-Markovian inventory model of type (s,S) with intuitive approximation approach”. Journal of Turkish Operations Management 7 (1): 1483-92. https://doi.org/10.56554/jtom.1226349.
EndNote
Bektaş Kamışlık A, Alakoç B, Kesemen T, Khanıyev T (01 Haziran 2023) Investigation the ergodic distribution of a semi-Markovian inventory model of type (s,S) with intuitive approximation approach. Journal of Turkish Operations Management 7 1 1483–1492.
IEEE
[1]A. Bektaş Kamışlık, B. Alakoç, T. Kesemen, ve T. Khanıyev, “Investigation the ergodic distribution of a semi-Markovian inventory model of type (s,S) with intuitive approximation approach”, JTOM, c. 7, sy 1, ss. 1483–1492, Haz. 2023, doi: 10.56554/jtom.1226349.
ISNAD
Bektaş Kamışlık, Aslı - Alakoç, Büşra - Kesemen, Tulay - Khanıyev, Tahir. “Investigation the ergodic distribution of a semi-Markovian inventory model of type (s,S) with intuitive approximation approach”. Journal of Turkish Operations Management 7/1 (01 Haziran 2023): 1483-1492. https://doi.org/10.56554/jtom.1226349.
JAMA
1.Bektaş Kamışlık A, Alakoç B, Kesemen T, Khanıyev T. Investigation the ergodic distribution of a semi-Markovian inventory model of type (s,S) with intuitive approximation approach. JTOM. 2023;7:1483–1492.
MLA
Bektaş Kamışlık, Aslı, vd. “Investigation the ergodic distribution of a semi-Markovian inventory model of type (s,S) with intuitive approximation approach”. Journal of Turkish Operations Management, c. 7, sy 1, Haziran 2023, ss. 1483-92, doi:10.56554/jtom.1226349.
Vancouver
1.Aslı Bektaş Kamışlık, Büşra Alakoç, Tulay Kesemen, Tahir Khanıyev. Investigation the ergodic distribution of a semi-Markovian inventory model of type (s,S) with intuitive approximation approach. JTOM. 01 Haziran 2023;7(1):1483-92. doi:10.56554/jtom.1226349