山东科学 ›› 2018, Vol. 31 ›› Issue (3): 85-93.doi: 10.3976/j.issn.1002-4026.2018.03.013

• 交通运输 • 上一篇    下一篇

基于可替换路径对的多用户均衡交通分配算法

吴超峰,龙建成*,刘昊翔   

  1. 合肥工业大学汽车与交通工程学院,安徽 合肥 230009
  • 收稿日期:2018-03-13 出版日期:2018-06-20 发布日期:2018-06-20
  • 通信作者: 龙建成(1983—),男,教授,博士生导师。E-mail:jianchenglong@hfut.edu.cn E-mail:jianchenglong@hfut.edu.cn
  • 作者简介:吴超峰(1993—),男,硕士研究生,研究方向为城市交通规划与管理。E-mail:424370971@qq.com
  • 基金资助:

    国家自然科学基金(71431003,71522001)

Multiclass user equilibrium traffic assignment algorithms by paired alternative segments

WU Chao-feng, LONG Jian-cheng, LIU Hao-xiang   

  1. School of Automotive and Transportation Engineering, Hefei University of Technology, Hefei 230009, China
  • Received:2018-03-13 Online:2018-06-20 Published:2018-06-20

摘要:

针对多用户均衡交通分配问题,依据多用户均衡条件,给出了该问题的变分不等式模型和间隙函数。利用可替换路径对的概念,设计了基于可替换路径对的多用户均衡交通分配算法。在大规模交通网络上,对比分析了提出的交通分配算法、外梯度算法、基于用户的对角化算法和基于起点的对角化算法等的性能。数值结果表明,提出的基于可替换路径对的交通分配算法在求解精度、算法效率以及稳定性等方面都显著优于其他算法。

关键词: 变分不等式, 可替换路径对, 多用户均衡, 交通分配, 城市交通

Abstract:

Towards the goal of efficiently obtaining the accurate solution of multiclass user equilibrium, this paper first developed a variational inequality (VI) model and a gap function for the multiclass traffic assignment problem, according to the multiclass user equilibrium condition. Then, a new solution algorithm was proposed to solve the VI model based on the concept of paired alternative segments (PAS). To show the performance of the proposed solution algorithm, we compared the algorithm with extragradient projection method, userbased diagonalization algorithm and originbased diagonalization algorithm via numerical tests on four largescale urban networks. The computational results demonstrate that the algorithm based on PAS outperforms other algorithms in the aspects of solution quality, efficiency and stability.

Key words: variational inequality, multiclass user equilibrium, urban traffic, paired alternative segment, traffic assignment

中图分类号: 

  • U12