Embedding a state space model into a Markov decision process
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DOI: 10.1007/s10479-010-0688-z
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- Kristensen, Anders Ringgaard, 1993. "Bayesian Updating in Hierarchic Markov Processes Applied to the Animal Replacement Problem," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 20(2), pages 223-239.
- P. Diggle & M. G. Kenward, 1994. "Informative Drop‐Out in Longitudinal Data Analysis," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 43(1), pages 49-73, March.
- Lars Relund Nielsen & Daniele Pretolani & Kim Allan Andersen, 2009. "Bicriterion Shortest Paths in Stochastic Time-Dependent Networks," Lecture Notes in Economics and Mathematical Systems, in: Vincent Barichard & Matthias Ehrgott & Xavier Gandibleux & Vincent T'Kindt (ed.), Multiobjective Programming and Goal Programming, pages 57-67, Springer.
- Anders Kristensen & Erik Jørgensen, 2000. "Multi‐level hierarchic Markov processes as a framework for herd management support," Annals of Operations Research, Springer, vol. 94(1), pages 69-89, January.
- Kristensen, Anders R., 1988. "Hierarchic Markov processes and their applications in replacement models," European Journal of Operational Research, Elsevier, vol. 35(2), pages 207-215, May.
- Nielsen, Lars Relund & Kristensen, Anders Ringgaard, 2006. "Finding the K best policies in a finite-horizon Markov decision process," European Journal of Operational Research, Elsevier, vol. 175(2), pages 1164-1179, December.
- Kennedy, John O. S. & Stott, Alistair W., 1993. "An adaptive decision-making aid for dairy cow replacement," Agricultural Systems, Elsevier, vol. 42(1-2), pages 25-39.
- Pla, L. M. & Pomar, C. & Pomar, J., 2003. "A Markov decision sow model representing the productive lifespan of herd sows," Agricultural Systems, Elsevier, vol. 76(1), pages 253-272, April.
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- Dowson, Oscar & Philpott, Andy & Mason, Andrew & Downward, Anthony, 2019. "A multi-stage stochastic optimization model of a pastoral dairy farm," European Journal of Operational Research, Elsevier, vol. 274(3), pages 1077-1089.
- Borodin, Valeria & Bourtembourg, Jean & Hnaien, Faicel & Labadie, Nacima, 2016. "Handling uncertainty in agricultural supply chain management: A state of the art," European Journal of Operational Research, Elsevier, vol. 254(2), pages 348-359.
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Keywords
State space model; Markov decision process; Sequential decision making; Stochastic dynamic programming;All these keywords.
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