Skip to main content
Log in

Production/Clearing Models Under Continuous and Sporadic Reviews

  • Original Article
  • Published:
Methodology and Computing in Applied Probability Aims and scope Submit manuscript

Abstract

We consider production/clearing models where random demand for a product is generated by customers (e.g., retailers) who arrive according to a compound Poisson process. The product is produced uniformly and continuously and added to the buffer to meet future demands. Allowing to operate the system without a clearing policy may result in high inventory holding costs. Thus, in order to minimize the average cost for the system we introduce two different clearing policies (continuous and sporadic review) and consider two different issuing policies (“all-or-some” and “all-or-none”) giving rise to four distinct production/clearing models. We use tools from level crossing theory and establish integral equations representing the stationary distribution of the buffer’s content level. We solve the integral equations to obtain the stationary distributions and develop the average cost objective functions involving holding, shortage and clearing costs for each model. We then compute the optimal value of the decision variables that minimize the objective functions. We present numerical examples for each of the four models and compare the behaviour of different solutions.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • J. Abate and W. Whitt, “Numerical inversion of Laplace transforms of probability distributions,” ORSA Journal on Computing vol. 7 pp. 36–43, 1995.

    Google Scholar 

  • M. Abramowitz and I. A. Stegun, Handbook of Mathematical Functions with Formulas, Graphs, and Mathematical Tables, Dover: New York, 1965.

    Google Scholar 

  • M. S. Bazaraa and C. M. Shetty, Nonlinear Programming: Theory and Algorithms, John Wiley: New York, 1979.

    Google Scholar 

  • R. J. Boucherie and O. J. Boxma, “The workload in the M/G/1 queue with work removal,” Probability in the Engineering and Informational Sciences vol. 10 pp. 261–277, 1996.

    Google Scholar 

  • O. J. Boxma, D. Perry, and W. Stadje, “Clearing models for M/G/1 queues,” Queueing Systems vol. 38 pp. 287–306, 2001.

    Google Scholar 

  • B. W. Char, Maple 8 Learning Guide. Waterloo Maple, Waterloo: Canada, 2002.

    Google Scholar 

  • J. W. Cohen, “On up- and down-crossings,” Journal of Applied Probability vol. 14 pp. 405–410, 1977.

    Google Scholar 

  • B. T. Doshi, “Level crossing analysis of queues.” In U. N. Bhat and I. V. Basawa (eds.), Queueing and Related Models, pp. 3–33, Oxford University Press: Oxford, 1992.

    Google Scholar 

  • E. Gelenbe and P. Glynn, “Queues with negative arrivals,” Journal of Applied Probability vol. 28 pp. 245–250, 1991.

    Google Scholar 

  • P. G. Harrison and E. Pitel, “Sojourn times in single-server queues with negative customers,” Journal of Applied Probability vol. 30 pp. 943–963, 1993.

    Google Scholar 

  • P. G. Harrison and E. Pitel, “The M/G/1 queue with negative customers,” Advances in Applied Probability vol. 28 pp. 540–566, 1996.

    Google Scholar 

  • K. M. Heal, M. L. Hansen, and K. M. Rickard, Maple V Learning Guide, Springer-Verlag: New York, 1998.

    Google Scholar 

  • O. Kella and M. Miyazawa, “Parallel fluid queues with constant inflows and simultaneous random reductions,” Journal of Applied Probability vol. 38(3) pp. 609–620, 2001.

    Google Scholar 

  • D. Perry and M. J. M. Posner, “Control policies for two classes of inventory systems via a duality equivalence relationship,” Probability in the Engineering and Informational Sciences vol. 3 pp. 561–579, 1989.

    Google Scholar 

  • D. Perry and M. J. M. Posner, “Analysis of production/inventory systems with several production rates,” Stochastic Models vol. 6 pp. 99–116, 1990.

    Google Scholar 

  • D. Perry and M. J. M. Posner, “A mountain process with state dependent input and output and a correlated dam,” Operations Research Letters vol. 30(4) pp. 245–251, 2002.

    Google Scholar 

  • D. Perry and W. Stadje, “Disasters in a inventory system for perishable items,” Advances in Applied Probability vol. 33 pp. 61–75, 2001.

    Google Scholar 

  • D. Perry, W. Stadje, and S. Zacks, “The M/G/1 queue with finite workload capacity,” Queueing Systems vol. 39 pp. 7–22, 2001.

    Google Scholar 

  • S. M. Roberts and J. S. Shipman, Two-Point Boundary Value Problems: Shooting Methods, American Elsevier: New York, 1972.

    Google Scholar 

  • S. Ross, Stochastic Processes, John Wiley: New York, 1983.

    Google Scholar 

  • R. Serfozo and S. Stidham, “Semi-stationary clearing processes,” Stochastic Processes and Their Applications vol. 6 pp. 165–178, 1978.

    Google Scholar 

  • S. Stidham, “Stochastic clearing systems,” Stochastic Processes and Their Applications vol. 2 pp. 85–113, 1974.

    Google Scholar 

  • S. Stidham, “Cost models for stochastic clearing systems,” Operations Research vol. 25 pp. 100–127, 1977.

    Google Scholar 

  • S. Stidham, “Clearing systems and (s, S) inventory systems with nonlinear costs and positive leadtimes,” Operations Research vol. 34 pp. 276–280, 1986.

    Google Scholar 

  • R. Wolff, Stochastic Modeling and the Theory of Queues, Prentice-Hall: Englewood Cliffs, NJ, 1989.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Mahmut Parlar.

Additional information

AMS 2000 Subject Classification: 90B05 Inventory, storage, reservoirs; 90B22 Queues and service; 90B30 Production models

Rights and permissions

Reprints and permissions

About this article

Cite this article

Berman, O., Parlar, M., Perry, D. et al. Production/Clearing Models Under Continuous and Sporadic Reviews. Methodol Comput Appl Probab 7, 203–224 (2005). https://doi.org/10.1007/s11009-005-1483-1

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11009-005-1483-1

Keywords

Navigation