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中国工业与应用数学学会会刊
主管:中华人民共和国教育部
主办:西安交通大学
ISSN 1005-3085  CN 61-1269/O1

工程数学学报 ›› 2017, Vol. 34 ›› Issue (4): 375-382.doi: 10.3969/j.issn.1005-3085.2017.04.005

• • 上一篇    下一篇

基于候车与乘车满意度的公交车调度优化模型

姜少毅1,    王   博2,    闫   哲3   

  1. 1- 西北大学城市与环境学院,西安  710127
    2- 商洛学院化学工程与现代材料学院,商洛  726000
    3- 西安交通大学数学与统计学院,西安  710049
  • 收稿日期:2017-02-23 接受日期:2017-07-03 出版日期:2017-08-15 发布日期:2017-10-15

Bus Dispatching Optimization Model Considering Satisfaction Degrees

JIANG Shao-yi1,   WANG Bo2,   YAN Zhe3   

  1. 1- College of Urban and Environmental Science, Northwest University, Xi'an 710127
    2- Faculty of Chemical Engineering and Modern Materials, Shangluo University, Shangluo 726000
    3- School of Mathematics and Statistics, Xi'an Jiaotong University, Xi'an 710049
  • Received:2017-02-23 Accepted:2017-07-03 Online:2017-08-15 Published:2017-10-15

摘要: 本文讨论公交车调度的数学建模问题.我们根据各个时刻、各个站点上、下车乘客人数的历史数据与随机特征,计算乘客到达速率、离站速率的期望值.基于效用函数理论,我们从两方面考虑乘客满意度,即由候车时间确定的候车满意度和由拥挤度确定的乘车满意度.以极大化总的加权满意度为目标,我们构建了公交车调度的混合整数规划问题.最后给出了求解这个问题的可能方法.

关键词: 公交车调度, 数学建模, 满意度, 整数规划

Abstract: In this paper, we study the mathematical modelling of bus dispatching problem. Using the historical data of arriving passengers and leaving passengers at different bus stops and various time points, we estimate the expected values of the arriving rate and leaving rate of passengers at different stops. Utilizing the utility function theory, we construct the satisfaction degree indexes, which reflect the satisfaction degrees of passengers when they are waiting for the bus and taking the bus, respectively. Through maxinizing the weighted overall satifaction index and considering different constraints, we construct a mix-integer programming model for the bus dispatching problem. Finally, we discuss possible solution methods.

Key words: bust dispatching, mathematical modelling, satisfaction degree, integer programming optimization models

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