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Optimal and heuristic algorithms for the multi-location dynamic transshipment problem with fixed transshipment costs

机译:具有固定转运成本的多地点动态转运问题的最优和启发式算法

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摘要

We consider centrally controlled multi-location systems, which coordinate their replenishment strategies through the use of trans-shipments. In a dynamic deterministic demand environment the problem is characterized by several locations, each of which has known demand for a single product for each period in a given finite horizon. We consider replenishment, transshipment and inventory holding costs at each location, where the first two have location-dependent fixed, as well as linear components, and the third is linear and identical to all locations. We prove that the resulting dynamic transshipment problem is NP-hard, identify a special structure which is satisfied by an optimal solution and develop, based on this structure, an exponential time algorithm to solve the problem optimally. In addition, we develop a heuristic algorithm, based on partitioning the time horizon, which is capable of solving larger instances than the optimal solution. Our computational tests demonstrate that the heuristic performs extremely well.
机译:我们考虑中央控制的多地点系统,该系统通过转运来协调其补货策略。在动态确定性需求环境中,问题的特征在于多个位置,每个位置在给定的有限时间内,每个时期都有对单个产品的已知需求。我们考虑每个位置的补货,转运和库存持有成本,其中前两个具有与位置相关的固定成本和线性要素,而第三个是线性且与所有位置相同。我们证明了由此产生的动态转运问题是NP-hard问题,确定了一种最优解决方案可以满足的特殊结构,并在此结构的基础上开发了一种指数时间算法来最优地解决该问题。此外,我们在划分时间范围的基础上开发了一种启发式算法,该算法能够解决比最佳解决方案更大的实例。我们的计算测试表明,启发式算法表现非常出色。

著录项

  • 来源
    《IIE Transactions》 |2003年第5期|p.419-432|共14页
  • 作者

    YALE T. HERER; MICHAL TZUR;

  • 作者单位

    Faculty of Industrial Engineering and Management, Techn ion-Israel Institute of Technology, 32000 Haifa, Israel;

  • 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 一般工业技术;
  • 关键词

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