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NTRDM: A new bus line network optimization method based on taxi passenger flow conversion

  • Bo Huang*
  • , Guixi Xiong
  • , Zhipu Xie
  • , Shangfo Huang
  • , Bowen Du
  • *此作品的通讯作者
  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

The large amount of traffic data collected by urban traffic mobile terminals and sensing equipments provides us the opportunity to study group travel patterns and laws. In this paper, we built a New Transit Require Design Module (NTRDM) from the perspective of passenger flow conversion based on multi-source traffic data, which realized the adjustment and optimization of the current bus network. Specifically, CTDaaS was used for data fusion and processing to protect the passengers’ privacy. Then we established the NTRDM with minimum transfer time as the optimization goal, and proposed the Three-Step site adjustment method, which was solved with ant colony algorithm. Finally, we verified the calculating results with real data. Experimental results demonstrated the effectiveness of our method.

源语言英语
主期刊名Security, Privacy, and Anonymity in Computation, Communication, and Storage - 11th International Conference and Satellite Workshops, SpaCCS 2018, Proceedings
编辑Laurence T. Yang, Guojun Wang, Jinjun Chen
出版商Springer Verlag
341-350
页数10
ISBN(印刷版)9783030053444
DOI
出版状态已出版 - 2018
活动11th International Conference on Security, Privacy and Anonymity in Computation, Communication, and Storage, SpaCCS 2018 - Melbourne, 澳大利亚
期限: 11 12月 201813 12月 2018

出版系列

姓名Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
11342 LNCS
ISSN(印刷版)0302-9743
ISSN(电子版)1611-3349

会议

会议11th International Conference on Security, Privacy and Anonymity in Computation, Communication, and Storage, SpaCCS 2018
国家/地区澳大利亚
Melbourne
时期11/12/1813/12/18

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