论文标题

关于分配尾巴在旅行时间变异性估值中的价值

On the value of distribution tail in the valuation of travel time variability

论文作者

Zang, Zhaoqi, Batley, Richard, Xu, Xiangdong, Wang, David Z. W.

论文摘要

广泛的经验研究表明,旅行时间的长尾巴和相应的意外延迟可能会产生比预期或中度延迟更严重的后果。但是,在最近关于旅行时间变异性估值的研究中,由于旅行时间的分布尾声引起的意外延迟受到了有限的关注。作为对当前估值研究的补充,本文提出了旅行时间分配尾巴价值的概念,该概念量化了旅行者在减少对冲期对冲时间变异性的意外延迟方面的价值。从方法上讲,我们将所有意外延迟的总和定义为量化旅行时间分配尾部的不可靠性领域,并表明它是两个定义明确的措施的关键要素,该措施涉及旅行时间不可靠方面的问题。然后,我们正式得出分配尾巴的价值,表明它与更确定的可靠性价值(VOR)不同,并将其及其在旅行时间可变性(VOV)的总体值中结合在一起。从理论上讲,我们证明,在有效性条件下,VOV在旅行者的守时需求方面表现出较小的边际收益。这意味着,旅行者盲目地追求不迟到的可能性可能在经济上效率低下。然后,我们开始发展旅行时间可变性比的概念,这给出了对任何给定旅行的守时要求的隐含成本。数值示例表明,旅行时间分配的成本可以占行程成本的10%以上,因此其遗漏可以将非平凡的偏见引入路线选择模型和运输评估。

Extensive empirical studies show that the long distribution tail of travel time and the corresponding unexpected delay can have much more serious consequences than expected or moderate delay. However, the unexpected delay due to the distribution tail of travel time has received limited attention in recent studies of the valuation of travel time variability. As a complement to current valuation research, this paper proposes the concept of the value of travel time distribution tail, which quantifies the value that travelers place on reducing the unexpected delay for hedging against travel time variability. Methodologically, we define the summation of all unexpected delays as the unreliability area to quantify travel time distribution tail and show that it is a key element of two well-defined measures accounting for unreliable aspects of travel time. We then formally derive the value of distribution tail, show that it is distinct from the more established value of reliability (VOR), and combine it and the VOR in an overall value of travel time variability (VOV). We prove theoretically that the VOV exhibits diminishing marginal benefit in terms of the traveler's punctuality requirements under a validity condition. This implies that it may be economically inefficient for travelers to blindly pursue a higher probability of not being late. We then proceed to develop the concept of the travel time variability ratio, which gives the implicit cost of the punctuality requirement imposed on any given trip. Numerical examples reveal that the cost of travel time distribution tail can account for more than 10% of the trip cost, such that its omission could introduce non-trivial bias into route choice models and transportation appraisal more generally.

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