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  • 标题:Dynamic Estimation of Optimal Dispatching Locations for Taxi Services in Mega-Cities based on Detailed GPS Information
  • 本地全文:下载
  • 作者:Loukas Dimitriou ; Elena Kourti ; Christina Christodoulou
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2016
  • 卷号:49
  • 期号:3
  • 页码:197-202
  • DOI:10.1016/j.ifacol.2016.07.033
  • 语种:English
  • 出版社:Elsevier
  • 摘要:Abstract:Mobility patterns has reasonably attracted research interest in recent years, especially concerning Mega-Cities. The technological advances, especially concerning sensoring, facilitates the collection and access on a massive amount of empirical data capturing in high resolution urban mobility. The introduction and spread of location tracking devices and services provide the means for collecting reliable real-time data, particularly valuable for industrial as well as for personal applications. The scope of this paper aims to capture and mapping dynamic demand patterns in Mega-cities as this is exposed in taxi operations. Then the collective taxi services utilization appraisal is performed, identifying taxi operations characteristics that may optimize fleet performance. A large-scale dataset from New York City is analyzed, visualized and presented, providing evidence on the benefits from advanced dynamic mapping tools deployment in estimating optimal strategies for taxi operations.
  • 关键词:KeywordsMega-Cities MobilityDemand DynamicsTaxi FleetsStochastic Mapping
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