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Heuristics for Revenue Management with Customer Choice Behavior

机译:具有客户选择行为的收入管理启发式信息

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We consider revenue management for a collection of parallel flights between a common origin and destination with dynamic customer choice among the flights. We cast the problem as an extension to the multi-period, single-flight "block demand" revenue management model. The formulation is computationally intractable, because of its multidimensional state space and the fact that the airline's inventory controls affect the joint demand distributions. We obtain computable bounds for the value function of our model, and propose simulation-based heuristics for solving the stochastic optimization problem.
机译:我们考虑收入管理,以集合共同的起源和目的地之间的平行航班,其中包括航班之间的动态客户选择。我们将问题作为延伸作为多时期,单程“阻止需求”收入管理模式。该配方是计算地棘手的,因为它的多维国家空间以及航空公司的库存控制影响关节需求分布的事实。我们获得了我们模型的价值函数的可计算范围,并提出了基于模拟的启发式求解随机优化问题。

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