机场出租时间的分布函数及选择应用

Thuan V. Truong
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引用次数: 5

摘要

除了恶劣的天气条件,大型机场枢纽的拥堵似乎是可以预测的。本文试图将这种可预测性转化为出租车离开时间的分布,这是机场拥堵的一个关键组成部分。当选择定期航班来定义数据集时,滑行时间遵循均匀分布。这不仅是最简单的可以用来进行推断的分布,而且是一个可以通过简单的线性回归来估计的分布,从而得出非常准确的预测。但最重要的是,它是一个可逆分布函数,可以帮助解决大量的随机优化问题。
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The Distribution Function of Airport Taxi‐Out Times and Selected Applications
Except in adverse weather conditions, congestion at large airport hubs appears to be predictable. This paper attempts to translate this predictability into a distribution of taxi-out times, a key component of airport congestion. When scheduled flights are chosen to define the dataset, taxi-out times follow a uniform distribution. This is not only the simplest distribution that inferences can be based on, but also a distribution that can be estimated by simple linear regression leading to very accurate forecasts. But above all, it is an invertible distribution function that can help solve a large class of stochastic optimization problems.
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