多准则群决策的直觉模糊流排序方法

Q3 Computer Science

International Journal of Fuzzy System Applications Pub Date : 2022-01-01 DOI:10.4018/ijfsa.285554

Remadi Daami Fedia, Frikha Moalla Hela

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引用次数: 1

摘要

现实生活中的问题本质上是多方面的，在决策时可能会涉及一些模糊性。因此，在多准则分析中，很难精确地设计评估标准并确定属性的确切值。直觉模糊集（IFS）在处理这类歧义方面取得了巨大的成功。排序问题的研究是多准则决策辅助领域中一个活跃的研究课题。本文研究了排序方法之一FLOWSORT，并将其扩展到基于单个排序结果的输出聚合的多准则群决策中。每个备选方案的评级是通过可以用三角形直觉模糊数表示的语言术语来描述的。通过一个实例以及与其他多准则决策方法的实证比较，验证了我们的扩展性。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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The Intuitionistic Fuzzy FlowSort Method for Multicriteria Group Decision Making

The real life problems are multidimensional in nature and may involve some ambiguity when it comes to decision making. It is, therefore, difficult to design the evaluation criteria precisely and determine the exact value of the attributes in the multicriteria analysis. The intuitionistic fuzzy set (IFS) achieved great success in treating this kind of ambiguity in a great deal of research. The study of sorting problems is an active research issue in the multiple criteria decision aid (MCDA) area. This paper investigated one of the sorting methods, FLOWSORT, and extended it to the multicriteria group decision making based on the output aggregation of the individual sorting results. The rating of each alternative was described through linguistic terms that can be expressed in triangular intuitionistic fuzzy numbers. An illustrative example as well as an empirical comparison with other multi-criteria decision making methods were carried out to validate our extension.

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来源期刊

International Journal of Fuzzy System Applications Computer Science-Computer Science (all)

CiteScore

2.40

自引率

0.00%

发文量