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Further Real Applications of Markov Decision Processes

Author

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  • D. J. White

    (Department of Systems Engineering, University of Virginia, Charlottesville, Virginia 22901)

Abstract

This paper extends an earlier paper [White 1985] on real applications of Markov decision processes in which the results of the studies have been implemented, have had some influence on the actual decisions, or in which the analyses are based on real data.

Suggested Citation

  • D. J. White, 1988. "Further Real Applications of Markov Decision Processes," Interfaces, INFORMS, vol. 18(5), pages 55-61, October.
    • Handle: RePEc:inm:orinte:v:18:y:1988:i:5:p:55-61
    DOI: 10.1287/inte.18.5.55
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    Citations

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    Cited by:

    1. So, Meko M.C. & Thomas, Lyn C., 2011. "Modelling the profitability of credit cards by Markov decision processes," European Journal of Operational Research, Elsevier, vol. 212(1), pages 123-130, July.
    2. Victoria C. P. Chen & David Ruppert & Christine A. Shoemaker, 1999. "Applying Experimental Design and Regression Splines to High-Dimensional Continuous-State Stochastic Dynamic Programming," Operations Research, INFORMS, vol. 47(1), pages 38-53, February.
    3. Grosfeld-Nir, Abraham, 2007. "Control limits for two-state partially observable Markov decision processes," European Journal of Operational Research, Elsevier, vol. 182(1), pages 300-304, October.
    4. Epaminondas G. Kyriakidis & Theodosis D. Dimitrakos, 2005. "Computation of the Optimal Policy for the Control of a Compound Immigration Process through Total Catastrophes," Methodology and Computing in Applied Probability, Springer, vol. 7(1), pages 97-118, March.
    5. Kao, Jih-Forg, 1995. "Optimal recovery strategies for manufacturing systems," European Journal of Operational Research, Elsevier, vol. 80(2), pages 252-263, January.
    6. Zong-Zhi Lin & James C. Bean & Chelsea C. White, 2004. "A Hybrid Genetic/Optimization Algorithm for Finite-Horizon, Partially Observed Markov Decision Processes," INFORMS Journal on Computing, INFORMS, vol. 16(1), pages 27-38, February.
    7. Rolando Cavazos-Cadena & Mario Cantú-Sifuentes & Imelda Cerda-Delgado, 2021. "Nash equilibria in a class of Markov stopping games with total reward criterion," Mathematical Methods of Operations Research, Springer;Gesellschaft für Operations Research (GOR);Nederlands Genootschap voor Besliskunde (NGB), vol. 94(2), pages 319-340, October.
    8. Chen, Victoria C. P., 1999. "Application of orthogonal arrays and MARS to inventory forecasting stochastic dynamic programs," Computational Statistics & Data Analysis, Elsevier, vol. 30(3), pages 317-341, May.

    More about this item

    Keywords

    decision analysis: applications;

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