Application of Multi-Criteria Decision-Making Methods in Warehouse: A Brief Review

Medina Taletović
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Abstract

This review paper investigates the application of various multi-criteria decision-making (MCDM) methods in the context of warehouse management, considering papers published from 2010 to date. Warehouses often face many challenges, including efficient inventory management, space optimization, proper resource allocation, and optimal supplier selection. This paper focuses on several well-known MCDM methods that are often used in the context of warehouse management. Full consistency method (FUCOM), analytic hierarchy process (AHP), the technique for order of preference by similarity to ideal solution (TOPSIS), weighted aggregated sum product assessment (WASPAS), criteria importance through intercriteria correlation (CRITIC), measurement of alternatives and ranking according to the compromise solution (MARCOS), best worst method (BMW), evaluation based on distance from average solution (EDAS), correlation coefficient and the standard deviation (CCSD), indifference threshold-based attribute ratio analysis (ITARA), and simple additive weighting (SAW) are some of the methods reviewed in the paper, as well as certain fuzzy versions of the methods. This review paper provides a brief comprehensive overview of the application of these methods in the context of warehouse management. Data collection leads to results that tell us that the methods are mainly used in solving problems during the selection of warehouse location, the selection of warehouse equipment, and also in the management of the warehouse itself and the performance of its management. It has also been seen that the methods are useful even in "green" logistics, as well as in inventory management.
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多准则决策方法在仓库中的应用综述
本文综述了各种多准则决策(MCDM)方法在仓库管理中的应用,考虑了2010年至今发表的论文。仓库经常面临许多挑战,包括有效的库存管理、空间优化、适当的资源分配和最佳的供应商选择。本文重点介绍了仓库管理中常用的几种知名的MCDM方法。全一致性法(FUCOM)、层次分析法(AHP)、基于理想解相似性的偏好排序法(TOPSIS)、加权总和积评价法(WASPAS)、基于标准间相关性的标准重要性法(CRITIC)、基于折衷解的替代度量和排序法(MARCOS)、最佳最差法(BMW)、基于与平均解的距离评价法(EDAS)、相关系数和标准差法(CCSD)、本文综述了基于无差异阈值的属性比分析(ITARA)和简单加性加权(SAW)方法,以及这些方法的某些模糊版本。本文综述了这些方法在仓库管理中的应用。数据收集的结果告诉我们,这些方法主要用于解决仓库选址、仓库设备选择过程中的问题,也用于仓库本身的管理及其管理绩效。人们还看到,这些方法甚至在“绿色”物流以及库存管理中也很有用。
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