• ISSN 0258-2724
  • CN 51-1277/U
  • EI Compendex
  • Scopus 收录
  • 全国中文核心期刊
  • 中国科技论文统计源期刊
  • 中国科学引文数据库来源期刊

带回送和时间窗的车辆路径问题的模型及算法

尹传忠 卜雷 蒲云 赵宜

尹传忠, 卜雷, 蒲云, 赵宜. 带回送和时间窗的车辆路径问题的模型及算法[J]. 西南交通大学学报, 2006, 19(3): 290-295.
引用本文: 尹传忠, 卜雷, 蒲云, 赵宜. 带回送和时间窗的车辆路径问题的模型及算法[J]. 西南交通大学学报, 2006, 19(3): 290-295.
YIN Chuanzhong, BU Lei, PU Yun, ZHAO Yi. Model and Algorithm for Vehicle Routing Problem with Backhauls and Time Windows[J]. Journal of Southwest Jiaotong University, 2006, 19(3): 290-295.
Citation: YIN Chuanzhong, BU Lei, PU Yun, ZHAO Yi. Model and Algorithm for Vehicle Routing Problem with Backhauls and Time Windows[J]. Journal of Southwest Jiaotong University, 2006, 19(3): 290-295.

带回送和时间窗的车辆路径问题的模型及算法

详细信息
    作者简介:

    尹传忠(1971- ),男,博士研究生,研究方向为交通运输规划与管理,E-mail:ychzh585@sohu.com

Model and Algorithm for Vehicle Routing Problem with Backhauls and Time Windows

  • 摘要: 在分析具有回送运输和时间窗的车辆路径问题特点的基础上,建立了该问题的优化数学模型,并通过设置与发货点距离为零的虚拟集货点使问题简化.在此基础上,构造了求解问题的改进遗传算法.在算法中,结合问题的特点设计了确保个体编码有效性的OX交叉算子,并采用基于Metropolis判别准则的复制算子,确保个体多样性和避免算法过早收敛.算例表明算法有效可行.

     

  • SAVELSBERGH M,DESROSIER J.Time constrained routing and scheduling problems[J]. Transportation Reserch,1985,22(1):1-11.[2] TANGIAH S,NYGARD K,JUELL P.A genetic algorithm system for vehicle routing with time windows[C] ∥ Proceedings of the Seventh Conference on Intelligence Applications.Miami,1991:322-325.[3] PRINS C.A simple and effective evolutionary algorithm for the vehicle routing problem[J]. Computers Operations Research,2004,31:1 985-2 002.[4] BAKER B,AYECHEW M.A genetic algorithm for the vehicle routing problem[J]. Computers Operations Research,2003,31:1 985-2 002.[5] 宾松,符卓.求解软时间窗的车辆路径问题的改进遗传算法[J]. 系统工程,2003,21(6):12-15.BIN Song,FU Zhuo.An improved genetic algorithm for vehicle routing problem with soft time windows[J]. Systems Engineering,2003,21(6):12-15.[6] 李大卫,王莉,王梦光.遗传算法在有时间窗车辆路径优化问题上的应用[J]. 系统工程理论与实践,1999,8:65-69.LI Dawei,WANG Li,WANG Mengguang.Genetic algorithm for vehicle routing problem with time windows[J]. Systems Engineering Theory Practice,1999,8:65-69.[7] 李军.有时间窗的车辆路径安排问题的启发式算法[J]. 系统工程,1996,5:45-50.LI Jun.A heuristic for vehicle routing with time windows[J]. Systems Engineering,1996,5:45-50.[8] 谢秉磊,李军,郭耀煌.有时间窗的车辆调度问题的遗传算法[J]. 系统工程学报,2000,15(3):290-294.XIE Binglei,LI Jun,GUO Yaohuang.Genetic algorithm for vehicle scheduling problem of non-full loads with time windows[J]. Journal of Systems Engineering,2000,15(3):290-294.[9] 郎茂祥,胡思继.用混合遗传算法物流配送路径优化研究[J]. 中国管理科学,2002,10(5):51-56.LANG Maoxiang,HU Siji.Study on the optimization of physical distribution routing problem by using hybrid genetic algorithm[J]. Chinese Journal Management Science,2002,10(5):51-56.[10] 康立山,谢云等.非数值并行算法(Ⅱ)——遗传算法[M]. 北京:科学出版社,1998:63-75.[11] 卜雷,尹传忠,蒲云.零担货物序贯装箱优化问题的遗传模拟退火算法[J]. 西南交通大学学报,2002,37(5):531-535.BU Lei,YIN Chuanzhong,PU Yun.Genetic and simulated annealing algorithm fo r optimal sequential casing of less-than-carload freights[J]. Journal of Southwest Jiaotong University,2002,37(5):531-535.[12] KOHL N,DESROSIEERS J,MADSEN O,et al.2-path cuts for the vehicle routing problem with time windows[J]. Transportation Science,1999,33(1):101-113[13] THANGIAH S R,POTVIN J Y,SUN T.Heuristic approaches to vehicles routing with backhauls and time windows[J]. Computers Operations Research,1996,23(11):1 043-105 7.[14] HASAMA T,KOKUBUGATA H,KAWASHIMA H.A heuristic approach based on the string model to solve vehicle routing problem with backhauls[C] ∥ The 5th World Congress on Intelligent Transport Systems.Korea,1998:25-32.[15] MINGOZZI A,GIORGI S,BALDACCI R.An exact method for the vehicle routing problem with backhauls[J]. Transportation Science,1999(3):315-329.[16] 王宏刚,曾建潮.基于Metropolis判别准则的遗传算法[J]. 控制与决策,1998,13(2):181-184.WANG Honggang,ZENG Jianchao.Genetic algorithm based on the metropolis criteria[J]. Control And Decision,1998,13(2):181-184.[17] 叶怀珍.现代物流学[M]. 北京:高等教育出版社,2003:306-316.
  • 加载中
计量
  • 文章访问数:  1591
  • HTML全文浏览量:  68
  • PDF下载量:  410
  • 被引次数: 0
出版历程
  • 收稿日期:  2004-11-04
  • 刊出日期:  2006-06-25

目录

    /

    返回文章
    返回