Threshold value estimation of journey-distance using generalized polynomial function

IF 0.7 Q4 TRANSPORTATION European Transport-Trasporti Europei Pub Date : 2021-12-01 DOI:10.48295/et.2021.84.3
Roy Subhojit
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Abstract

The present work demonstrates an experience in estimating the threshold value of journey distances travelled by transit passengers using generalized polynomial function. The threshold value of journey distances may be defined as that distance beyond which passengers might no more be interested to travel by their reported mode. A knowledge on this threshold value is realized to be useful to limit the upper-most slab of transit fare, while preparing of a length-based fare matrix table. Theoretically, the threshold value can be obtained at that point on the cumulative frequency distribution (CFD) curve of journey distances at which the maximum rate of change of the slope of curve occurs. In this work, the CFD curve of the journey distance values is empirically modelled using Newton’s Polynomial Interpolation method, which helps to overcome various challenges usually encountered while an assumption of a theoretical probability distribution is considered a priori for the CFD.
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基于广义多项式函数的行程距离阈值估计
本研究展示了利用广义多项式函数估计过境旅客行程距离阈值的经验。旅程距离的阈值可以定义为超过该距离后,乘客可能不再有兴趣以其报告的方式旅行。在编制基于长度的票价矩阵表时,认识到这个阈值对于限制公交票价的最上层是有用的。理论上,在行程距离累积频率分布(CFD)曲线上斜率变化率最大的点处可获得阈值。本文采用牛顿多项式插值方法对行程距离值的CFD曲线进行了经验建模,克服了CFD中假设理论概率分布是先验的问题。
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CiteScore
2.30
自引率
0.00%
发文量
19
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