多准则群决策问题的模糊聚合与一致过程

N. Siraj, M. Omar, A. Fayek
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引用次数: 3

摘要

在多准则群体决策(MCGDM)问题中,聚合和共识方法是获得代表决策专家群体的总体集体值的两个关键因素。在许多情况下,评估过程是基于语言术语而不是数值。因此,模糊聚合和模糊一致方法更适合于处理用于最终决策的语言术语。首先,我们提出了模糊集合理论、模糊聚集理论和模糊一致性理论。然后,我们描述了群体决策问题中模糊聚集和模糊共识的集成过程。这个过程考虑了用于评估的多个标准的总和以及专家之间的共识程度。最后,我们提出了一个假设的案例研究,以实施与承包商选择相关的MCGDM开发过程。本文通过开发一种应用模糊聚合和模糊共识的过程来解决施工中的MCGDM问题,从而为知识体系做出贡献。此外,通过在聚合和共识中应用模糊集理论,开发的过程有助于决策者在评估中包含主观性和不确定性的问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A combined fuzzy aggregation and consensus process for Multi-Criteria Group Decision Making problems
In Multi-Criteria Group Decision Making (MCGDM) problems, aggregation and consensus methods are two key elements in reaching an overall collective value representing the group of experts making the decision. In many instances, the assessment process is based on linguistic terms rather than numerical values. Therefore, fuzzy aggregation and fuzzy consensus methods are more suitable for dealing with the linguistic terms used to reach the final decision. First, we present fuzzy set theory, fuzzy aggregation, and fuzzy consensus. Then, we describe a process for integrating fuzzy aggregation and fuzzy consensus in group decision-making problems. This process considers the aggregation of multiple criteria used for evaluation as well as the degree of consensus between the experts. Finally, we present a hypothetical case study to implement the developed process in MCGDM related to contractor selection. This paper contributes to the body of knowledge by developing a process that applies fuzzy aggregation and fuzzy consensus in solving MCGDM problems in construction. Furthermore, through the application of fuzzy set theory in aggregation and consensus, the developed process assists decision makers in problems that encompass subjectivity and uncertainty in their assessment.
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