多级库存系统选择问题的MCDM方法比较

Nouçaiba Sbai, L. Benabbou, A. Berrado
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引用次数: 0

摘要

目前,多准则决策(MCDM)方法越来越多地用于解决供应链管理问题,因为该领域涉及的标准相互冲突。事实上,多准则决策方法帮助决策者(DMs)处理多个备选方案的评估,并考虑到他们的偏好表示为多个标准。由于供应链的复杂性和各节点之间的相互依赖性,多级库存系统中的库存控制面临着许多挑战。特别是,选择多级库存策略将一批货物从一个设备发送到另一个设备可能取决于所有站点的库存状态,这使得这个决策很难做出。大多数时候,决策者似乎都在寻找将决策问题适合于MCDM方法框架的方法,而不是根据问题的情况调整方法。本文的目的是指导决策者选择合适的MCDM方法,以帮助他们选择最适合其供应链的多级库存政策。在这项研究工作中,将建立一套评估标准,对不同的MCDM方法进行比较。我们打算为多级库存系统选择问题的多种MCDM方法的比较提供一个框架。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Comparison of MCDM Methods for Multi-echelon Inventory System Selection Problem
Nowadays, Multi Criteria Decision Making (MCDM) methods are becoming increasingly used in solving supply chain management problems due to the conflicting criteria involved in this area. In fact, Multi Criteria Decision Making methods help Decision Makers (DMs) deal with the evaluation of multiple alternatives with taking into account their preferences expressed as numerous criteria. Controlling stocks in multi-echelon inventory systems presents many challenges due to the complexity of the supply chains and the inter-dependencies between their nodes. In particular, choosing a multi-echelon inventory policy to send a batch from an installation to another may depend to the inventory status at all sites, which make this decision difficult to take. Most of the time, the Decision Maker seems to be looking for fitting the decision problem to the MCDM method framework and not adjusting the method to the problem situation. We aim in this paper to guide DMs choose the appropriate MCDM method that will aid them select the best multi-echelon inventory policies to adopt for their supply chains. A comparison of different MCDM methods with the use of a set of evaluation criteria will be established in this research work. We intend to provide a framework for comparing multiple MCDM methods for the multi-echelon inventory system selection problem.
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