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Optimal Utilization of Ports’ Free-of-Charge Times in One Distribution Center and Multiple Ports Inventory Systems

机译:最佳利用端口在一个配送中心和多个端口库存系统中的收费时间

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In this paper, we consider a distribution system consisting of one distribution center (DC), a set of ports, and a set of retailers, in which the product is distributed to the retailers from the DC through the ports by the water transport, and study inventory management for the distribution system with considering the effect of the free storage periods provided by the ports. Inventory management for the distribution system is to determine the order intervals of the DC and the retailers while minimizing the inventory ordering and holding costs. Focusing on stationary and integer-ratio policies, we formulate this inventory management problem as an optimization problem with a convex objective function and a set of integer-ratio constraints and present O(Nlog?N) time algorithm to solve the relaxed problem (relaxing the integer-ratio constraints) to optimality, where N is the number of the retailers. We prove that the relaxed problem provides a lower bound on average cost for all the feasible policies (containing dynamic policies) for this inventory management problem. By using the optimal solution of the relaxed problem, we build a stationary integer-ratio policy (a power-of-two policy) for this inventory management problem and prove that the power-of-two policy can approximate the optimal inventory policy to 83% accuracy.
机译:在本文中,我们考虑一个由一个配送中心(DC),一组端口和一组零售商组成的分配系统,其中产品分配到从DC通过水运输的零售商分发,以及考虑到港口提供的自由储存期的效果,研究了分配系统的库存管理。分发系统的库存管理是确定DC和零售商的订单间隔,同时最小化库存排序和持有费用。专注于静止和整数的比率政策,我们将该库存管理问题与凸面目标函数和一组整数值约束以及存在O(nlog?n)时间算法来制定该库存管理问题,并展示o(nlog?n)时间算法来解决轻松的问题(放松整数比率约束)到最优,其中n是零售商的数量。我们证明,轻松的问题为该库存管理问题的所有可行性策略(包含动态策略)提供了较低的平均成本。通过使用轻松问题的最佳解决方案,我们为此库存管理问题构建了一个固定的整数比政策(两个权力策略),并证明了两个策略可以将最佳库存策略近似为83 % 准确性。

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  • 来源
    《Complexity》 |2019年第1期|共12页
  • 作者

    Zhengyi Li;

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