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Optimal overbooking strategies in the airlines using dynamic programming approach in continuous time

机译:连续时间内采用动态规划方法的航空公司最优超额预订策略

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摘要

We propose a novel approach to solve the long-standing challenge of airline overbooking management. We solve the problem using dynamic programming with an industrial setting characterised as near-to-perfect competition where airlines strategically overbook their flights to control their market shares instead of a more conventional setting with a revenue maximisation. The theorised optimisation problem is constructed using a terminal utility criterion and with the application of the Hamilton-Jacobi-Bellman equation. The analysis expands on four most commonly applicable overbooking strategies, and the results provide guidance on how airlines can choose a strategy to pursue an optimisation solution best suited to them.
机译:我们提出了一种新颖的方法来解决航空公司超额预订管理的长期挑战。我们使用动态编程解决工业生产中的问题,这种动态编程具有接近完美竞争的工业环境,在这种竞争中航空公司战略性地超额预订了航班以控制其市场份额,而不是更传统的环境以实现收入最大化。理论上的优化问题是使用终端效用准则并利用Hamilton-Jacobi-Bellman方程构建的。该分析扩展了四种最普遍适用的超额预订策略,结果为航空公司如何选择策略以寻求最适合他们的优化解决方案提供了指导。

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