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A local search method for periodic inventory routing problem

机译:周期性库存路由问题的本地搜索方法

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摘要

Inventory routing problem considers inventory allocation and routing problems simultaneously, in which the replenishment policies and routing arrangement are determined by the supplier under the vendor managed inventory mode. What we consider here is a periodic inventory routing problem that once the delivery time, quantity and routing are determined, they will remain the same in the following periods. The problem is modeled concisely, and then it is decomposed into two subproblems, inventory problem and vehicle routing problem. The inventory problem is solved by proposing a local search method, which is achieved by four operators on delivery quantity and retailer's demand. Insertion operator aims to insert a new replenishment point of a retailer while removal operator is to remove a replenishment point. Besides, addition operator is adopted as an assistant tool, and crossover operator is proposed for some special cases. We also propose a tabu search method to solve the routing problem. Finally, the computational results show that the method is efficient and stable.
机译:库存路由问题同时考虑库存分配和路由问题,其中补货策略和路由安排由供应商在卖方管理的库存模式下确定。我们在这里考虑的是一个周期性的库存路由问题,一旦确定了交货时间,数量和路由,它们在接下来的期间将保持不变。对该问题进行简洁的建模,然后将其分解为两个子问题,库存问题和车辆路径问题。通过提出一种本地搜索方法来解决库存问题,该方法由四个操作员根据交货数量和零售商的需求来实现。插入操作员旨在插入零售商的新补货点,而移出操作员则要移去补给点。此外,采用加法运算符作为辅助工具,并针对某些特殊情况建议使用交叉运算符。我们还提出了禁忌搜索方法来解决路由问题。最后,计算结果表明该方法是有效且稳定的。

著录项

  • 来源
    《Expert Systems with Application》 |2014年第2期|765-778|共14页
  • 作者单位

    Research Center for Modem Logistics, Tsinghua Campus, The University Town, Shenzhen, China;

    Research Center for Modem Logistics, Tsinghua Campus, The University Town, Shenzhen, China;

    Research Center for Modem Logistics, Tsinghua Campus, The University Town, Shenzhen, China;

    Research Center for Modem Logistics, Tsinghua Campus, The University Town, Shenzhen, China;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Inventory routing; Local search; Tabu search; Supply chain;

    机译:库存路由;本地搜索;禁忌搜索;供应链;

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