• 更多栏目

    史彦军

    • 教授     博士生导师   硕士生导师
    • 性别:男
    • 毕业院校:大连理工大学
    • 学位:博士
    • 所在单位:机械工程学院
    • 学科:工业工程. 机械电子工程. 机械设计及理论. 机械制造及其自动化
    • 办公地点:西部校区机械工程学院知方楼
    • 联系方式:Tel: 86-411-84709130 Mobile: 86-13940800853
    • 电子邮箱:syj@dlut.edu.cn

    访问量:

    开通时间:..

    最后更新时间:..

    A Tabu Search Algorithm with Variable Cluster Grouping for Multi-depot Vehicle Routing Problem

    点击次数:

    论文类型:会议论文

    第一作者:He, Yongle

    合写作者:Miao, Weidong,Xie, Rong,Shi, Yanjun

    发表时间:2014-05-21

    收录刊物:EI、CPCI-S、Scopus

    页面范围:12-17

    关键字:Multi-Depot; Tabu search; Cluster grouping

    摘要:We herein present a tabu search algorithm with variable cluster grouping (TSVCG for short) to deal with Multi-depot vehicle routing problem (MDVRP for short). In TSVCG, we firstly adopt variable cluster grouping to convert a complicated MDVRP to typical single depot vehicle routing problem (SDVRP for short). And then we apply a tabu search algorithm to solve each SDVRP. In the grouping process, we discuss how to find a scale factor and minimum geometric semicircle correction factor to improve the customer points' grouping, and thus get the different groups for further problem-solving. The experimental results shown that the proposed variable cluster grouping can reduce grouping blindness and improve the efficiency of grouping and viability of group results. The results also shown that the proposed TSVCG performed 11 ell compared with the previous work with the geometric grouping.