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信息量最大化定权的城市道路重要性评价
引用本文:王庆国,张昆仑,胡亦熙.信息量最大化定权的城市道路重要性评价[J].交通运输系统工程与信息,2018,18(2):94-99.
作者姓名:王庆国  张昆仑  胡亦熙
作者单位:武汉科技大学 a. 汽车与交通工程学院;b. 计算机科学与技术学院,武汉 430065
基金项目:国家自然科学基金/National Natural Science Foundation of China(41571396);国家级大学生创新创业训练计划项目/National Students’ Platform for Innovation and Entrepreneurship Training Program(201610488016).
摘    要:针对城市道路重要性多指标综合评价中的指标权重确定问题,以标准差法为基础,建立了顾及评价指标间相关性的信息量最大化权重计算模型.并以武汉市路网数据为基础,以道路stroke为路网的基本结构单元,基于对偶拓扑图的几何拓扑结构表达形式,进行了实验研究与分析.结果表明:基于信息量最大化定权的道路重要性评价结果与路网的一般结构构成规律完全吻合,也很好地避免了基于单指标评价结果的片面性和相互冲突性;而且,基于信息量最大化确定的权重能随着路网结构的变化而变化,具有很好的适应性.

关 键 词:城市交通  道路重要性  信息量最大化  复杂网络理论  道路  对偶拓扑  指标相关性  
收稿时间:2017-11-21

Evaluation of Urban Road Importance Based on the Weight Determination Method of Maximization of the Information Volume
WANG Qing-guo,ZHANG Kun-lun,HU Yi-xi.Evaluation of Urban Road Importance Based on the Weight Determination Method of Maximization of the Information Volume[J].Transportation Systems Engineering and Information,2018,18(2):94-99.
Authors:WANG Qing-guo  ZHANG Kun-lun  HU Yi-xi
Institution:a. School of Automobile and Traffic Engineering; b. School of Computer Science and Technology, Wuhan University of Science and Technology, Wuhan 430065, China
Abstract:Aiming at the determination of the weight of each index in the comprehensive evaluation of the importance of urban roads, based on the standard deviation method, the weight calculation model by maximization of the information volume is established in this paper, which takes the correlation between the evaluation indexes into account. Then, experiments are made based on Wuhan road network data, road stroke as the basic structural element, and the dual topology as the geometrical and topological expression. The results show that the evaluation result of road importance based on the maximization of information volume is in good agreement with the general structure of the road network, and the one-sided and conflicting results based on single index are well avoided. Moreover, the weight determined by the maximization of the information volume can change with the change of the network structure, so it has good adaptability.
Keywords:urban traffic  road importance  maximum of the information volume  complex network theory  road  dual topology  index correlation  
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