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Assessment on the Cohesion Pattern of Rail Transit: Integration of Rough Set and Grey Correlation Theory

机译:轨道交通衔接模式评估:粗糙集与灰色关联理论的融合

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Most existing project assessment relies on expert scoring, whose precision can be deteriorated by personal subjectivity. This paper presents an assessment method to compare the advantages and disadvantages of three cohesion patterns between suburban and urban rail transit network, which reduces the influence of subjective score. A modified rough set – grey correlation model is developed as a core of this assessment, based on the integration of rough set theory and grey correlational analysis, where an index system is set up for model calculation. A case study using the network in Ningbo is applied to demonstrate the effectiveness of the method, the results show that the method is more effective using discretely distributed data sensitive to sample size. The consistency of the results in comparison with marginal cost analysis can be a preliminary verification of the model.
机译:现有的大多数项目评估都依赖于专家评分,而专家的评分会因个人主观性而降低。本文提出了一种评估方法,比较了郊区和城市轨道交通网络的三种衔接模式的优缺点,从而减少了主观评分的影响。在粗糙集理论和灰色关联分析相结合的基础上,开发了改进的粗糙集-灰色关联模型作为该评估的核心,其中建立了用于模型计算的指标系统。以宁波市某网络为例,验证了该方法的有效性。结果表明,该方法对样本量敏感的离散数据更有效。与边际成本分析相比,结果的一致性可以作为模型的初步验证。

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