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Optimal control policy for a Brownian inventory system with concave ordering cost

Published online by Cambridge University Press:  30 March 2016

Dacheng Yao*
Affiliation:
Chinese Academy of Sciences
Xiuli Chao*
Affiliation:
University of Michigan
Jingchen Wu
Affiliation:
University of Michigan
*
Postal address: Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing, 100190, China. Email address: [email protected]
∗∗Postal address: Department of Industrial and Operations Engineering, University of Michigan, Ann Arbor, MI 48109-2117, USA. Email address: [email protected]
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Abstract

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In this paper we consider an inventory system with increasing concave ordering cost and average cost optimization criterion. The demand process is modeled as a Brownian motion. Porteus (1971) studied a discrete-time version of this problem and under the strong condition that the demand distribution belongs to the class of densities that are finite convolutions of uniform and/or exponential densities (note that normal density does not belong to this class), an optimal control policy is a generalized (s, S) policy consisting of a sequence of (si, Si). Using a lower bound approach, we show that an optimal control policy for the Brownian inventory model is determined by a single pair (s, S).

Type
Research Papers
Copyright
Copyright © Applied Probability Trust 2015 

Footnotes

∗∗∗

Current address: 500 9th Ave N, Seattle, WA 98109, USA. Email address: [email protected]

References

[1] Bather, J. A. (1966). A continuous time inventory model. J. Appl. Prob. 3, 538549.CrossRefGoogle Scholar
[2] Constantinides, G. M. and Richard, S. F. (1978). Existence of optimal simple policies for discounted-cost inventory and cash management in continuous time. Operat. Res. 26, 620636.CrossRefGoogle Scholar
[3] Dai, J. G. and Yao, D. (2013). Brownian inventory models with convex holding cost, Part 1: Average-optimal controls. Stoch. Systems 3, 442499.Google Scholar
[4] Dai, J. G. and Yao, D. (2013). Brownian inventory models with convex holding cost, Part 2: Discount-optimal controls. Stoch. Systems 3, 500573.Google Scholar
[5] Dharmadhikari, S. and Joag-Dev, K. (1988). Unimodality, Convexity, and Applications. Academic Press, Boston, MA.Google Scholar
[6] Harrison, J. M. (1985). Brownian Motion and Stochastic Flow Systems. John Wiley, New York.Google Scholar
[7] Harrison, J. M. and Taylor, A. J. (1978). Optimal control of a Brownian storage system. Stoch. Process. Appl. 6, 179194.Google Scholar
[8] Harrison, J. M., Sellke, T. M. and Taylor, A. J. (1983). Impulse control of Brownian motion. Math. Operat. Res. 8, 454466.Google Scholar
[9] Hax, A. C. and Candea, D. (1984). Production and Inventory Management. Prentice-Hall, Englewood Cliffs, NJ.Google Scholar
[10] Heyman, D. P. and Sobel, M. J. (2004). Stochastic Models in Operations Research, Vol. I, Stochastic Processes and Operating Characteristics. Dover, Mineola, NY.Google Scholar
[11] Ormeci, M., Dai, J. G. and Vande Vate, J. (2008). Impulse control of Brownian motion: the constrained average cost case. Operat. Res. 56, 618629.Google Scholar
[12] Porteus, E. L. (1971). On the optimality of generalized (s, S) policies. Manag. Sci. 17, 411426.CrossRefGoogle Scholar
[13] Porteus, E. L. (1972). On the optimality of generalized (s, S) policies under uniform demand densities. Manag. Sci. 18, 644646.Google Scholar
[14] Richard, S. F. (1977). Optimal impulse control of a diffusion process with both fixed and proportional costs of control. SIAM J. Control Optimization 15, 7991.Google Scholar
[15] Scarf, H. (1960). The optimality of (s, S) policies in the dynamic inventory problem. In Mathematical Methods in the Social Sciences, 1959, Stanford University Press, pp. 196202.Google Scholar
[16] Sulem, A. (1986). A solvable one-dimensional model of a diffusion inventory system. Math. Operat. Res. 11, 125133.CrossRefGoogle Scholar
[17] Wu, J. and Chao, X. (2014). Optimal control of a Brownian production/inventory system with average cost criterion. Math. Operat. Res. 39, 163189.Google Scholar
[18] Zheng, Y.-S. (1992). On properties of stochastic inventory systems. Manag. Sci. 38, 87103.CrossRefGoogle Scholar