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Critical Level Policies in Lost Sales Inventory Systems with Different Demand Classes

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Computer Performance Engineering (EPEW 2011)

Part of the book series: Lecture Notes in Computer Science ((LNPSE,volume 6977))

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Abstract

We consider a single-item lost sales inventory model with different classes of customers. Each customer class may have different lost sale penalty costs. We assume that the demands follow a Poisson process and we consider a single replenishment hypoexponential server. We give a Markov decision process associated with this optimal control problem and prove some structural properties of its dynamic programming operator. This allows us to show that the optimal policy is a critical level policy. We then discuss some possible extensions to other replenishment distributions and give some numerical results for the hyperexponential server case.

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References

  1. Altman, E.: Applications of Markov Decision Processes in communication networks. In: Feinberg, E.A., Shwartz, A. (eds.) Handbook of Markov Decision Processes, ch.16. Kluwer, Dordrecht (2002)

    Google Scholar 

  2. Dekker, R., Hill, R., Kleijn, M., Teunter, R.: On the (S-1,S) lost sales inventory model with priority demand classes. Naval Research Logistics 49, 593–610 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  3. Glasserman, P., Yao, D.: Monotone Structure in Discrete-Event Systems. Wiley, Chichester (1994)

    MATH  Google Scholar 

  4. Ha, A.: Inventory rationing in a make-to-stock production system with several demand classes and lost sales. Management Science 43(8), 1093–1103 (1997)

    Article  MATH  Google Scholar 

  5. Ha, A.: Stock rationing in an M/E k /1 make-to-stock queue. Management Science 46(1), 77–87 (2000)

    Article  MATH  Google Scholar 

  6. Kleywegt, A.J., Papastavrou, J.D.: The dynamic and stochastic knapsack problem. Operations Research 46, 17–35 (1998)

    Article  MathSciNet  MATH  Google Scholar 

  7. Koole, G.: Monotonicity in Markov reward and decision chains: Theory and applications. Foundation and Trends in Stochastic Systems 1(1) (2006)

    Google Scholar 

  8. Kranenburg, A., van Houtum, G.: Cost optimization in the (S-1, S) lost sales inventory model with multiple demand classes. Oper. Res. Lett. 35(4), 493–502 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  9. Lippman, S.: Applying a new device in the optimization of exponential queueing systems. Operations Research 23, 687–710 (1975)

    Article  MathSciNet  MATH  Google Scholar 

  10. Mazzucco, M., Mitrani, I., Palmer, J., Fisher, M., McKee, P.: Web service hosting and revenue maximization. In: Fifth European Conference on Web Services, ECOWS 2007, pp. 45–54 (2007)

    Google Scholar 

  11. Porteus, E.L.: Foundations of Stochastic Inventory Theory. Stanford University Press, Stanford (2002)

    Google Scholar 

  12. Puterman, M.: Markov Decision Processes Discrete Stochastic Dynamic Programming. Wiley, Chichester (2005)

    MATH  Google Scholar 

  13. Svoronos, A., Zipkin, P.: Evaluation of one-for-one replenishment policies for multiechelon inventory systems. Management Science 37(1) (1991)

    Google Scholar 

  14. de Véricourt, F., Karaesmen, F., Dallery, Y.: Optimal stock allocation for a capacitated supply system. Management Science 48, 1486–1501 (2002)

    Article  MATH  Google Scholar 

  15. Wieczorek, A., Bušić, A., Hyon, E.: Critical level policies in lost sales inventory systems with different demand classes. Tech. rep., INRIA (2011)

    Google Scholar 

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Wieczorek, A., Bušić, A., Hyon, E. (2011). Critical Level Policies in Lost Sales Inventory Systems with Different Demand Classes. In: Thomas, N. (eds) Computer Performance Engineering. EPEW 2011. Lecture Notes in Computer Science, vol 6977. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-24749-1_16

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  • DOI: https://doi.org/10.1007/978-3-642-24749-1_16

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-24748-4

  • Online ISBN: 978-3-642-24749-1

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