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Evaluation of Public Transportation Operation based on Data Envelopment Analysis

机译:基于数据包络分析的公交运营评价

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摘要

This paper presented method on evaluating the performance of bus routes within a public transportation system using revised DEA method and sensitivity analysis of indexes. First, based on the analysis of the operation of public transportation, passenger load rate, service reliability, average dwell time and average running speed were chosen as output indexes, a virtual index as input from the operators’ and passengers’ perspective. Then the method is applied to 3 bus routes of Beijing public transportation system and the improvement suggestions are put forward. Finally, the results which show that the operation in off-peak period are better than that in peak period, and average running time and service reliability are the key factors influencing performance, conform to the reality of the city, thus validating the practicality of the method. In sum, this study is helpful for improving the operation of public transportation system.
机译:本文提出了一种使用修正的DEA方法和指标敏感性分析的公交系统内公交路线性能评估方法。首先,在对公共交通运营进行分析的基础上,选择旅客载客率,服务可靠性,平均停留时间和平均运行速度作为输出指标,从运营商和乘客的角度选择虚拟指标作为输入。然后将该方法应用于北京公交系统的3条公交线路,并提出了改进建议。最后,结果表明非高峰时段的运营要优于高峰时段,平均运行时间和服务可靠性是影响性能的关键因素,符合城市的实际情况,从而验证了城市的实用性。方法。总而言之,本研究有助于改善公共交通系统的运行。

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