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Multicriteria Decision-Making Approach with Hesitant Interval-Valued Intuitionistic Fuzzy Sets

机译:带有犹豫的区间值直觉模糊集的多准则决策方法

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摘要

The definition of hesitant interval-valued intuitionistic fuzzy sets (HIVIFSs) is developed based on interval-valued intuitionistic fuzzy sets (IVIFSs) and hesitant fuzzy sets (HFSs). Then, some operations on HIVIFSs are introduced in detail, and their properties are further discussed. In addition, some hesitant interval-valued intuitionistic fuzzy number aggregation operators based on t-conorms and t-norms are proposed, which can be used to aggregate decision-makers' information in multicriteria decision-making (MCDM) problems. Some valuable proposals of these operators are studied. In particular, based on algebraic and Einstein t-conorms and t-norms, some hesitant interval-valued intuitionistic fuzzy algebraic aggregation operators and Einstein aggregation operators can be obtained, respectively. Furthermore, an approach of MCDM problems based on the proposed aggregation operators is given using hesitant interval-valued intuitionistic fuzzy information. Finally, an illustrative example is provided to demonstrate the applicability and effectiveness of the developed approach, and the study is supported by a sensitivity analysis and a comparison analysis.
机译:基于区间值直觉模糊集(IVIFSs)和犹豫性模糊集(HFSs),开发了犹豫区间值直觉模糊集(HIVIFSs)的定义。然后,详细介绍了有关HIVIFS的一些操作,并进一步讨论了它们的特性。此外,提出了一些基于t-conorms和t-范数的犹豫的区间值直觉模糊数聚合算子,可用于聚合多准则决策问题中的决策者信息。研究了这些操作员的一些有价值的建议。特别地,基于代数和爱因斯坦t-定理和t-范数,可以分别获得一些犹豫的区间值直觉模糊代数聚合算子和爱因斯坦聚合算子。此外,使用犹豫的区间值直觉模糊信息,给出了一种基于提出的聚合算子的MCDM问题的方法。最后,提供了一个示例性的例子来证明所开发方法的适用性和有效性,并且该研究得到敏感性分析和比较分析的支持。

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