仓库共享平台系统设计问题的增强建模方法

Zeren Xing , Yuehui Wu , Shuangyuan Yu
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引用次数: 0

摘要

随着可持续发展的重要性日益凸显,仓库共享成为提高物流系统效率的一种可能途径。本文对仓库共享平台系统(WSPS)进行了研究,并利用多分配枢纽位置路由问题框架,提出了一种针对 WSPS 设计问题(WSPSDP)的增强建模方法。与现有的 WSPS 模型相比,考虑了仓库间运输和多分配方案等新元素。然后,应用自适应大邻域分解搜索启发式来解决我们的问题。在不同大小的实例上进行了计算实验,以比较无仓库间运输的 WSPS 模型(WSPSDP-WI)和有单一分配方案的 WSPS 模型(WSPSDP-SA)。结果表明,我们提出的 WSPSDP 模型比现有的 WSPS 模型更具成本效益,与 WSPSDP-WI 和 WSPSDP-SA 模型相比,分别降低了 15.38% 和 1.43% 的运营成本。最后,我们提出的 WSPSDP 模型还有可能促进现有廉价闲置仓库的利用。
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An enhanced Modelling approach for warehouse sharing platform system designing problem

With the increasing importance of sustainability, warehouse sharing arises as a possible way to improve the logistics system efficiency. This paper studied the warehouse sharing platform systems (WSPS) and proposed an enhanced modelling approach for the WSPS design problem (WSPSDP) using the multi-allocation hub location routing problem framework. New elements, such as inter-warehouse transportation and multi-allocation scheme, were considered compared to the existing WSPS model. Then, an adaptive large neighbourhood decomposition search heuristic was applied to solve our problem. Computational experiments were conducted on different-sized instances to compare the WSPS model without inter-warehouse transportation (WSPSDP-WI) and the WSPS model with single-allocation scheme (WSPSDP-SA). The results suggested that our proposed WSPSDP model is more cost-efficient than the existing WSPS models, reducing 15.38% and 1.43% operation costs compared to the WSPSDP-WI and WSPSDP-SA models. Finally, our proposed WSPSDP model also has the potential to promote the utilisation of existing cheap idle warehouses.

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