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Skewed general variable neighborhood search for the location routing scheduling problem

机译:偏斜一般变量邻域搜索用于位置路由调度问题

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摘要

The integrated location routing scheduling problem is a variant of the well-known location routing problem. The location routing problem consists in selecting a set of depots to open and in building a set of routes from these depots, to serve a set of customers at minimum cost. In this variant a vehicle can perform more than a single route in the planning period. As a consequence, the routes have to be scheduled within the workdays of each vehicle. The problem arises typically when routes are constrained to have a short duration. It happens for example within the boundaries of small geographic areas or in the transportation of perishable goods. In this paper, we propose a skewed general variable neighborhood search based heuristic to solve it. The algorithm is tested extensively and we show that it is efficient and provides the proven optimal solution in a significant number of cases. Moreover, it clearly outperforms a multi-start VND based heuristic that uses the same neighborhood structures. (C) 2015 Elsevier Ltd. All rights reserved.
机译:集成位置路由调度问题是众所周知的位置路由问题的一种变体。位置路由问题包括选择要打开的一组仓库,以及从这些仓库构建一组路线,以最低的成本为一组客户服务。在该变型中,车辆在计划期间内可以执行的路线不止一条。因此,必须在每辆车的工作日内安排路线。当路线被限制为具有短持续时间时,通常会出现问题。例如,它发生在小地理区域的边界内或易腐货物的运输中。在本文中,我们提出了一种基于偏斜一般变量邻域搜索的启发式算法来解决它。该算法经过了广泛的测试,我们证明了它是有效的,并在许多情况下提供了行之有效的最佳解决方案。此外,它明显优于使用相同邻域结构的基于多起点VND的启发式算法。 (C)2015 Elsevier Ltd.保留所有权利。

著录项

  • 来源
    《Computers & operations research》 |2015年第9期|143-152|共10页
  • 作者单位

    Inst Rech Technol Railenium, F-59300 Famars, France|Univ Valenciennes & Hainaut Cambresis, LAMIH UMR CNRS 8201, F-59313 Valenciennes 9, France;

    Univ Minho, Escola Engn, Ctr Invest Algoritmi, P-4710057 Braga, Portugal;

    Univ Valenciennes & Hainaut Cambresis, LAMIH UMR CNRS 8201, F-59313 Valenciennes 9, France;

    Univ Sfax, MODILS, Fac Sci Econ & Gest, Sfax 3018, Tunisia;

    Univ Valenciennes & Hainaut Cambresis, LAMIH UMR CNRS 8201, F-59313 Valenciennes 9, France;

    Univ Minho, Escola Engn, Ctr Invest Algoritmi, P-4710057 Braga, Portugal;

    Univ Minho, Escola Engn, Ctr Invest Algoritmi, P-4710057 Braga, Portugal;

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

    Location; Routing; Scheduling; Variable neighborhood search;

    机译:位置;路由;调度;变量邻域搜索;
  • 入库时间 2022-08-18 02:11:16

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