Incorporating Bayesian networks in Markov Decision Processes
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DOI: 10.1061/(ASCE)IS.1943-555X.0000134
Note: View the original document on HAL open archive server: https://hal.science/hal-01006963
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References listed on IDEAS
- Celeux, G. & Corset, F. & Lannoy, A. & Ricard, B., 2006. "Designing a Bayesian network for preventive maintenance from expert opinions in a rapid and reliable way," Reliability Engineering and System Safety, Elsevier, vol. 91(7), pages 849-856.
- Robelin, Charles-Antoine & Madanat, Samer M, 2007. "History-Dependent Optimization of Bridge Maintenance and Replacement Decisions Using Markov Decision Process," University of California Transportation Center, Working Papers qt6c94v984, University of California Transportation Center.
- Rafic Faddoul & Abdul-Hamid Soubra & Wassim Raphael & Alaa Chateauneuf, 2013. "Extension of dynamic programming models for management optimization from single structure to multi-structures level," Post-Print hal-01006860, HAL.
- Rafic Faddoul & Abdul-Hamid Soubra & Wassim Raphael & A. Chateauneuf, 2013. "Extension of dynamic programming models for management optimization from single structure to multi-structures level," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-01006860, HAL.
Citations
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Cited by:
- Faddoul, R. & Raphael, W. & Chateauneuf, A., 2018. "Maintenance optimization of series systems subject to reliability constraints," Reliability Engineering and System Safety, Elsevier, vol. 180(C), pages 179-188.
- Arcieri, Giacomo & Hoelzl, Cyprien & Schwery, Oliver & Straub, Daniel & Papakonstantinou, Konstantinos G. & Chatzi, Eleni, 2023. "Bridging POMDPs and Bayesian decision making for robust maintenance planning under model uncertainty: An application to railway systems," Reliability Engineering and System Safety, Elsevier, vol. 239(C).
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Keywords
Maintenance; Optimization; Markov process; Infrastructure; Bayesian analysis; Decision making;All these keywords.
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