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多式联运网络中的托盘共用调度方法

任建伟 孟祥冬 陈春花 张锦 章雪岩

任建伟, 孟祥冬, 陈春花, 张锦, 章雪岩. 多式联运网络中的托盘共用调度方法[J]. 西南交通大学学报, 2020, 55(3): 612-619. doi: 10.3969/j.issn.0258-2724.20190340
引用本文: 任建伟, 孟祥冬, 陈春花, 张锦, 章雪岩. 多式联运网络中的托盘共用调度方法[J]. 西南交通大学学报, 2020, 55(3): 612-619. doi: 10.3969/j.issn.0258-2724.20190340
REN Jianwei, MENG Xiangdong, CHEN Chunhua, ZHANG Jin, ZHANG Xueyan. Methodologies of Pallet Allocation Over Pallet Pool in Intermodal Transportation Network[J]. Journal of Southwest Jiaotong University, 2020, 55(3): 612-619. doi: 10.3969/j.issn.0258-2724.20190340
Citation: REN Jianwei, MENG Xiangdong, CHEN Chunhua, ZHANG Jin, ZHANG Xueyan. Methodologies of Pallet Allocation Over Pallet Pool in Intermodal Transportation Network[J]. Journal of Southwest Jiaotong University, 2020, 55(3): 612-619. doi: 10.3969/j.issn.0258-2724.20190340

多式联运网络中的托盘共用调度方法

doi: 10.3969/j.issn.0258-2724.20190340
基金项目: 国家自然科学基金(71502087);中国博士后科学基金特别资助项目(2018T110209);中国博士后科学基金面上项目(2017M611204)
详细信息
    作者简介:

    任建伟(1982—),男,副教授,博士,研究方向为托盘共用系统规划,E-mail:renjianwei309@126.com

    通讯作者:

    张锦(1963—),男,教授,博士,博士生导师,研究方向为物流工程,E-mail:zhjswjtu@home.swjtu.edu.cn

  • 中图分类号: F760.3

Methodologies of Pallet Allocation Over Pallet Pool in Intermodal Transportation Network

  • 摘要: 为解决多式联运网络中的托盘共用调度决策难题,采用非线性规划、混合整数规划和改进粒子群算法(particle swarm optimization,PSO)等方法优化了托盘共用系统,研究了在管理者可以选择水路、公路和铁路3种运输模式运输托盘时,管理者应采取的调度方法. 首先分析了多式联运网络中的托盘共用调度流程;其次构建了多式联运网络中的托盘共用调度混合整数非线性规划模型,模型中考虑了转运时间、转运成本、作业批量、托盘毁坏率、时间约束等因素;然后设计了带惯性因子的粒子群算法 (PSO with inertia weigh,IPSO) 和带压缩因子的粒子群算法 (PSO with constriction factor,CPSO);最后通过实验分析验证了模型和算法的有效性. 研究结果表明:较单一的公路运输,采用多式联运网络中的托盘共用调度模型总成本降低了69.1%;与CPSO相比,IPSO得到的调度总成本降低了1.82%;客户的期望满足时间越宽松时,采用多式联运的方式调度托盘越能节约调度成本;多式联运所耗费的转运时间和转运成本直接影响托盘共用调度决策.

     

  • 图 1  $j_{01}^{}$期望满足时间对调度决策的影响

    Figure 1.  Effect of $j_{01}^{}$expected time on decision

    图 2  公铁转运时间对决策的影响

    Figure 2.  Effect of transit time between highway and railway on decision

    图 3  公铁转运成本对决策的影响

    Figure 3.  Effect of transit cost between highway and railway on decision

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出版历程
  • 收稿日期:  2019-04-15
  • 修回日期:  2019-08-30
  • 网络出版日期:  2019-12-11
  • 刊出日期:  2020-06-01

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