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Why can't epidemiology be automated (yet)? [PDF]
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Asymptotic Optimality of Semi-Open-Loop Policies in Markov Decision Processes with Large Lead Times
Operations Research, 2020A generic way to verify asymptotic optimality of semi-open-loop policies for a wide class of MDPs with large lead times. In many real-life inventory models, order lead times can result in uncertain effects of inventory decisions. However, as the lead time grows large, one would naturally postulate that the effect of the delayed order depends weakly ...
Xingyu Bai +3 more
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Optimality of Quasi-Open-Loop Policies for Discounted Semi-Markov Decision Processes
Mathematics of Operations Research, 2016Quasi-open-loop policies consist of sequences of Markovian decision rules that are insensitive to one component of the state space. Given a semi-Markov decision process (SMDP), we distinguish between exogenous and endogenous state components as follows: (i) the decision-maker’s actions do not impact the evolution of an exogenous state component, and ...
Adelman, Daniel, Mancini, Angelo J.
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Optimal Open-Loop Control Policies for a Class of Nonlinear Actuators
2019 18th European Control Conference (ECC), 2019This paper deals with the design and analysis of open-loop soft-landing control policies for a class of nonlinear actuators. A third-order nonlinear parametric model is firstly presented and the particularities of the systems under study are highlighted.
Edgar Ramirez-Laboreo +2 more
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Open-loop policies in Bayesian dynamic pricing: Some counter-intuitive observations and insights
Operations Research Letters, 2019zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Chen, Li, Wu, Chengyu
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Sensitivity analysis and stochastic optimization for open-loop batch operating policy determination
Proceedings of the 40th IEEE Conference on Decision and Control (Cat. No.01CH37228), 2002The determination of the optimal open-loop operating policy for batch reaction systems under uncertainty is considered. Adjustment of the nominal optimal open-loop operating policy based on worst-case and chance-constrained stochastic optimization approaches are discussed and demonstrated using a commercial pharmaceutical synthesis reaction system ...
K.R. Muske, M. Badlani
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