Integrating queue theory and multi-criteria decision-making tools for selecting roll-over car washing machine

IF 0.7 Q4 OPERATIONS RESEARCH & MANAGEMENT SCIENCE
Mehmet Ozcalici
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引用次数: 0

Abstract

The study aims to develop a decision-making framework by integrating queuing theory and multi-criteria decision-making (MCDM) tools, namely TOPSIS, EDAS, CoCoSo, and TODIM to select a roll-over car washing machine for an oil station. The queue, technical and financial characteristics of the alternatives are added to the decision-making process. The decision matrix includes five criteria and five alternatives. One million weight sets are created randomly, and MCDM techniques are applied to interpret the results statistically. Results indicate that Alternative 3 is statistically superior to the others. The proposed procedure can help decision makers to make decisions when expert knowledge isn’t available, and it can be applied for other purposes by making small changes.
结合排队理论和多准则决策工具的滚筒式洗车机选择
本研究旨在整合排队理论与多准则决策(MCDM)工具TOPSIS、EDAS、CoCoSo、TODIM,建立决策框架,为加油站选择翻车式洗车机。备选方案的排队、技术和财务特征被加入决策过程。决策矩阵包括5个准则和5个备选方案。随机创建一百万个权重集,并应用MCDM技术对结果进行统计解释。结果表明,方案3在统计学上优于其他方案。建议的程序可以帮助决策者在没有专家知识的情况下做出决策,并且可以通过进行小的更改来应用于其他目的。
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来源期刊
Operations Research and Decisions
Operations Research and Decisions OPERATIONS RESEARCH & MANAGEMENT SCIENCE-
CiteScore
1.00
自引率
25.00%
发文量
16
审稿时长
15 weeks
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