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Formulations and branch-and-cut algorithms for multi-product multi-vehicle production routing problems with startup cost

机译:具有启动成本的多产品多车辆生产工艺路线问题的公式和分支切割算法

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摘要

In multi-product multi-vehicle production routing problems (MMPRPs), it is necessary to accurately model the capacity utilization of multiple products to obtain feasible production plans. Thus, start-up variables are required to model the capacity consumed or cost incurred when a machine starts a production batch, or when a machine switches from one product to another. In this work, we present a mixed integer linear programming model of the MMPRP with the startup cost (MMPRPSC), which is an extension of the single-item multi-vehicle production routing problem. It also generalizes the multi-item multi-vehicle inventory routing problems by incorporating production decisions. This formulation is tightened with three families of valid inequalities in which the generalized (1, S) inequalities are used in these problem settings for the first time. Using the formulation and valid inequalities, we implement a branch and -cut algorithm for the solution of the MMPRPSC. Computational experiments also confirm the effectiveness of the valid inequalities. The computational results of a case study show a 15% percent decrease in the total cost. (C) 2018 Elsevier Ltd. All rights reserved.
机译:在多产品多车辆生产路径问题(MMPRP)中,有必要准确地对多个产品的产能利用率进行建模,以获得可行的生产计划。因此,当机器开始批量生产时,或者当机器从一种产品切换到另一种产品时,需要启动变量来建模消耗的容量或所产生的成本。在这项工作中,我们提出了具有启动成本(MMPRPSC)的MMPRP的混合整数线性规划模型,这是单项多车辆生产工艺路线问题的扩展。它还通过合并生产决策来概括多项目多车辆库存路由问题。该公式用三个有效不等式系列加以加强,其中首次在这些问题设置中使用了广义(1,S)不等式。使用公式和有效不等式,我们为MMPRPSC的解决方案实现了分支和切入算法。计算实验还证实了有效不等式的有效性。案例研究的计算结果表明,总成本降低了15%。 (C)2018 Elsevier Ltd.保留所有权利。

著录项

  • 来源
    《Expert Systems with Application》 |2018年第5期|1-10|共10页
  • 作者单位

    Nanjing Univ Finance & Econ, Sch Mkt & Logist Management, Jiangsu Key Lab Modern Logist, Nanjing 210023, Jiangsu, Peoples R China;

    Nanjing Univ Finance & Econ, Sch Mkt & Logist Management, Jiangsu Key Lab Modern Logist, Nanjing 210023, Jiangsu, Peoples R China;

    Nanjing Univ Finance & Econ, Sch Mkt & Logist Management, Jiangsu Key Lab Modern Logist, Nanjing 210023, Jiangsu, Peoples R China;

    Nanjing Univ Finance & Econ, Sch Mkt & Logist Management, Jiangsu Key Lab Modern Logist, Nanjing 210023, Jiangsu, Peoples R China;

    Univ Florida, Fac Engn, Dept Ind & Syst Engn, Gainesville, FL 32611 USA;

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

    Routing; Production planning; Branch-and-cut; Generalized (I, S) inequalities;

    机译:工艺路线;生产计划;分支切割;广义(I;S)不等式;

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