Abstract
This paper is concerned with the optimal production planning in a dynamic stochastic manufacturing system consisting of a single machine that is failure prone and facing a constant demand. The objective is to choose the rate of production over time in order to minimize the long-run average cost of production and surplus. The analysis proceeds with a study of the corresponding problem with a discounted cost. It is shown using the vanishing discount approach that the Hamilton–Jacobi–Bellman equation for the average cost problem has a solution giving rise to the minimal average cost and the so-called potential function. The result helps in establishing a verification theorem. Finally, the optimal control policy is specified in terms of the potential function.
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References
Sethi, S. P., and Zhang, Q., Hierarchical Decision Making in Stochastic Manufacturing Systems, Birkhäuser, Cambridge, Massachusetts, 1994.
Bielecki, T., and Kumar, P. R., Optimality of Zero-Inventory Policies for Unreliable Manufacturing Systems, Operations Research, Vol. 36, pp. 532–546, 1988.
Ghosh, M. K., Arapostathis, A., and Marcus, S. I., Ergodic Control of Switching Diffusions, Technical Report, University of Maryland, 1994.
Sharifnia, A., Production Control of a Manufacturing System with Multiple Machine States, IEEE Transactions on Automatic Control, Vol. 33, pp. 620–625, 1988.
Liberopoulos, G., and Hu, J. Q., On the Ordering of Optimal Hedging Points in a Class of Manufacturing Flow Control Models, IEEE Transactions on Automatic Control, Vol. 40, pp. 282–286, 1995.
Gershwin, S. B., Manufacturing Systems Engineering, Prentice-Hall, Englewood Cliffs, New Jersey, 1994.
Sethi, S. P., Soner, H. M., Zhang, Q., and Jiang, J., Turnpike Sets and Their Analysis in Stochastic Production Planning Problems, Mathematics of Operations Research, Vol. 17, pp. 932–950, 1992.
Fleming, W. H., and Soner, H. M., Controlled Markov Processes and Viscosity Solutions, Springer Verlag, New York, New York, 1992.
Fleming, W. H., and Rishel, R. W., Deterministic and Stochastic Control, Springer Verlag, New York, New York, 1975.
Rockafellar, R., Convex Analysis, Princeton University Press, Princeton, New Jersey, 1972.
Clarke, F., Optimization and Nonsmooth Analysis, Wiley-Interscience, New York, New York, 1983.
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Sethi, S.P., Suo, W., Taksar, M.I. et al. Optimal Production Planning in a Stochastic Manufacturing System with Long-Run Average Cost. Journal of Optimization Theory and Applications 92, 161–188 (1997). https://doi.org/10.1023/A:1022696215389
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DOI: https://doi.org/10.1023/A:1022696215389