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基于动态中介中心性的城市道路网实时分层方法
  • ISSN号:1560-8999
  • 期刊名称:《地球信息科学学报》
  • 时间:0
  • 分类:TP18[自动化与计算机技术—控制科学与工程;自动化与计算机技术—控制理论与控制工程]
  • 作者机构:[1]中国科学院地理科学与资源研究所资源与环境信息系统国家重点实验室,北京100101
  • 相关基金:国家“863”计划项目(2012AA12A211); 国家自然科学基金项目(41101149); 资源与环境信息系统国家重点实验室自主创新基金(O8R8B630KA)
中文摘要:

城市道路网中各路段的出行效率直接决定了公众实时出行过程中对道路的选择差异。本文提出一种动态道路网分层方法,通过引入城市道路实时交通状态信息,结合图论中的中介中心性评价方法,得到与时间相关的城市路网动态中介中心性层级结构。该方法考虑了不同时间段城市交通状态的差异,实现了城市路网层次的动态合理划分,在一定程度上缓解了由于数据空间范围限制引起的路网层级静态划分方法的局限性。本文所提出的方法可作为城市路网动态分层的有效方法,为多用户并发环境下的实时出行路径搜索提供更合理的数据基础,同时也可应用于更多的城市路网研究中。

英文摘要:

Efficiency and reasonability of path querying are the key aspects for public travel information services.Although the well-known hierarchical spatial reasoning based on road class has been accepted as an efficient heuristic approach for solving the shortest path problem,in practice,it is difficult to get reasonable results without considering the influence of real-time traffic situation.City road network is strongly characteristic of time-dependence,which determines the selection of roads to a great extent in public travel.In this paper,we proposed an approach to real-timely building the hierarchy of city road networks,based on the dynamic betweenness centrality(BC) and path searching algorithms considering real-time traffic information.The city road network is modeled with the time-dependent dynamic BC hierarchical structure,and the real-time optimum path finding is conducted under the natively formed hierarchical network dataset.The presented approach considers ever-changing traffic situation,coordinates the time-dependent division of road network hierarchy and calculation efficiency under multi-user environment,and to some extent mitigates the boundary effect caused by the spatial limit under the static hierarchical structure of road network.It is argued that the presented approach provides an effective way to generate hierarchy of city road network in dynamic traffic environment,and forms a reasonable dataset basis for real-time optimum path searching under multi-user environment.We should note that our focus is the dynamic hierarchy approach,not the algorithm.Meanwhile,the approach is not only used for hierarchical spatial reasoning algorithm.It is available in any research related to the traffic information of city network,such as city hotspot research,city network structure analysis and so on.

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期刊信息
  • 《地球信息科学学报》
  • 中国科技核心期刊
  • 主管单位:中国科学院
  • 主办单位:中国科学院地理科学与资源研究所 中国地理学会
  • 主编:徐冠华
  • 地址:北京大屯路甲11号
  • 邮编:100101
  • 邮箱:sxfu@lreis.ac.cn
  • 电话:010-64888891
  • 国际标准刊号:ISSN:1560-8999
  • 国内统一刊号:ISSN:11-5809/P
  • 邮发代号:82-919
  • 获奖情况:
  • 国内外数据库收录:
  • 中国中国科技核心期刊,中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版)
  • 被引量:3181