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基于粗糙集-云模型的城市常规公交运力配置水平评价

刘新 谭桂菲

交通运输研究2024,Vol.10Issue(3):37-45,9.
交通运输研究2024,Vol.10Issue(3):37-45,9.DOI:10.16503/j.cnki.2095-9931.2024.03.005

基于粗糙集-云模型的城市常规公交运力配置水平评价

Evaluation of Urban Conventional Bus Capacity Allocation Level Based on Rough Set Cloud Model

刘新 1谭桂菲1

作者信息

  • 1. 交通运输部科学研究院,北京 100029
  • 折叠

摘要

Abstract

In order to optimize and improve the multi-level comprehensive evaluation index system and its level standards for the allocation of urban conventional bus capacity,and to scientifically evaluate the level of conventional bus capacity allocation,based on rough set cloud model,an evaluation model for the level of urban conventional bus capacity allocation was proposed.Firstly,based on rough set theory,the indica-tor system was screened and a corresponding level standard for the indicator system was matched.Then,the CRITIC(Criteria Importance Though Intercriteria Correlation)method was selected to weight the indicators,the algorithm of cloud model was used to generate evaluation criteria cloud and result cloud,and the evaluation results were visually displayed through the digital features and cloud imag-es.Finally,the model was validated via using 144 conventional bus routes in the main urban area of Qingdao as an example.The results showed that the comprehensive evaluation level of the target lay-er of the capacity allocation of 144 conventional buses in the main urban area of Qingdao was"medi-um",and 60%of the sub target layers(bus passenger flow level,bus route level,bus route departure level,bus operation level,bus technology level)had a evaluation level of"medium"or above,which was in line with the current characteristics of the regular bus capacity allocation level in the main ur-ban area of Qingdao on the whole.The research shows that this model can achieve a comprehensive evaluation of urban conventional bus capacity allocation,which can provide reference for the con-struction of evaluation systems and models for urban conventional bus capacity allocation.

关键词

城市常规公交/运力配置水平/评价指标体系/粗糙集/CRITIC/云模型

Key words

urban conventional bus/capacity allocation level/evaluation index system/rough set/CRITIC(Criterion Importance Through Intercriteria Correlation)/cloud model

分类

交通运输

引用本文复制引用

刘新,谭桂菲..基于粗糙集-云模型的城市常规公交运力配置水平评价[J].交通运输研究,2024,10(3):37-45,9.

交通运输研究

OACSTPCD

1002-4786

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