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A mathematical model for the Multi-Levels Product Allocation Problem in a warehouse with compatibility constraints

机译:具有兼容性约束的仓库中多层次产品分配问题的数学模型

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摘要

The aim of this work is to address the products allocation problem in a multi-layers warehouse with compatibility constraints among the classes. The problem under study represents one of the most relevant topic in Logistics. The goal is to reduce, as much as possible, the delivery times; the inventories; the total logistic costs and to guarantee, at the same time, higher service levels (i.e., high customers satisfaction degree). In this work, a linear model to mathematically represent the problem is developed and its performance is evaluated on a set of instances, representing realistic situations. A sensitivity analysis is also carried out by considering the most relevant parameters of the model. Finally, an Iterated Local Search based heuristic is defined in order to solve large scale scenarios in a reasonable amount of time. Numerical results show that the proposed heuristic is able to find good quality solutions with a computational effort lower than that required to solve the proposed mathematical model.
机译:这项工作的目的是解决类别之间具有兼容性限制的多层仓库中的产品分配问题。研究中的问题代表了物流中最相关的主题之一。目标是尽可能减少交货时间;库存;总体物流成本,并同时保证更高的服务水平(即较高的客户满意度)。在这项工作中,开发了一种数学上表示问题的线性模型,并在代表实际情况的一组实例上评估了其性能。还可以通过考虑模型的最相关参数来进行敏感性分析。最后,定义了一个基于迭代本地搜索的启发式方法,以便在合理的时间内解决大规模的场景。数值结果表明,所提出的启发式方法能够以比解决所提出的数学模型所需的计算量低的计算量来找到高质量的解决方案。

著录项

  • 来源
    《Applied Mathematical Modelling》 |2013年第6期|4385-4398|共14页
  • 作者单位

    Dipartimento di Ingegneria Meccanica, Energetica e Cestionale, Universita delta Calabria, Ponte Pietro Bucci 41C 87036 Arcavacata di Rende (CS), Italy;

    Dipartimento di Ingegneria Meccanica, Energetica e Cestionale, Universita delta Calabria, Ponte Pietro Bucci 41C 87036 Arcavacata di Rende (CS), Italy;

    Dipartimento di Ingegneria Meccanica, Energetica e Cestionale, Universita delta Calabria, Ponte Pietro Bucci 41C 87036 Arcavacata di Rende (CS), Italy;

    Dipartimento di Ingegneria Meccanica, Energetica e Cestionale, Universita delta Calabria, Ponte Pietro Bucci 41C 87036 Arcavacata di Rende (CS), Italy;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Warehouse management; Product Allocation Problem; Operations research; Logistics; Iterative Local Search;

    机译:仓库管理;产品分配问题;行动调查;后勤;迭代本地搜索;
  • 入库时间 2022-08-18 02:59:52

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