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Many service industries use revenue management to balance demand and capacity. The assumption of risk-neutrality lies at the heart of the classical approaches, which aim at maximizing expected revenue. In this paper, we give a comprehensive overview of the existing approaches, most of which were...
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without such penalty. Several extensions of the proposed method are illustrated; in particular, an efficient algorithm for …
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With the recent rise of Machine Learning (ML) as a candidate to partially replace classic Financial Mathematics (FM … resulting HJB equation with the Deep Galerkin method.We turn to Machine Learning for the same P&L maximization problem and use …
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techniques have been proposed for its solution. This paper introduces an efficient new algorithm for the solution to this problem …, and compares its performance to other algorithms proposed in the literature. It is shown that the algorithm is very …
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