A stochastic control problem with finite-fuel constraint, of the type studied by Beneš, Shepp and Witsenhausen (1980), is solved explicitly. It is shown to be reducible to “simpler” stochastic optimization problems, such as optimal stopping and singular control for Brownian motion with unlimited fuel.
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Karatzas et al. (1986) studied this question.
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