Rolling Horizon Models for Inter-Depot Empty Container Repositioning

T. Ghorpade, N. Rangaraj
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引用次数: 0

Abstract

Export customers requesting empty containers in the hinterland areas are serviced by maintaining sufficient inventory at each regional depot. The supply-demand imbalance at the regional level is stabilized by repositioning empty containers between inland depots. We propose an inter-depot empty container repositioning problem and a heuristic real-time decision algorithm to solve it. Initially, single-period travel time is considered and three models: Allocation Problem (AP), Value Approximation Model (SPL-VA), and Node Decomposition Heuristic (NDH-SP) are presented. The system is simulated over a certain time horizon by generating real-time supply and demand values, and the system’s evolution is studied under each of the proposed models. The VA models perform better than the AP with modest computational effort. The NDH-SP is further generalized to accommodate multi-period travel times. By simulating this algorithm with a demand rejection policy, we observe that maximum demand satisfaction is obtained by allowing medium-sized demand queues at the depots.
仓库间空箱重新定位的滚动地平线模型
在内陆地区要求空箱的出口客户通过在每个区域仓库保持足够的库存来提供服务。通过在内陆仓库之间重新定位空箱,稳定了区域层面的供需不平衡。提出了一个仓库间空箱重新定位问题,并提出了一种启发式实时决策算法。首先考虑单周期旅行时间,提出了三个模型:分配问题(AP)、值逼近模型(spll - va)和节点分解启发式模型(NDH-SP)。通过生成实时的供给和需求值,在一定的时间范围内对系统进行了模拟,并在每种模型下研究了系统的演化。在适度的计算工作量下,VA模型比AP表现得更好。NDH-SP进一步推广,以适应多时段的旅行时间。通过对该算法进行需求拒绝策略的模拟,我们观察到在仓库中允许中等规模的需求队列可以获得最大的需求满足。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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