用于解决决策支持问题的新型复杂直觉模糊犹豫距离测量法

IF 1.3 4区 数学 Q3 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Discrete Dynamics in Nature and Society Pub Date : 2024-02-19 DOI:10.1155/2024/7498053
Shahzaib Ashraf, Muhammad Ahmed, Muhammad Naeem, Quashie Duodu
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引用次数: 0

摘要

本文的主要目的是引入复杂直觉犹豫模糊集(CIHFS)的创新思想,将直觉犹豫模糊集与复杂模糊集相融合,以解决现实生活中复杂问题中的不确定信息。在 CIHFS 中,成员函数的范围从实数子集扩展到犹豫环境下的单位圆盘。为了确定 CIHFS 之间的区别,我们首先提出了基于汉明度量、欧几里得度量和豪斯多夫度量的广义距离度量和加权广义距离度量。我们深入讨论了一些有趣的属性及其关系。此外,还提出了一个从可行集合中选择最优方案的决策框架,该框架以这些距离度量为基础。为了证明该方法的有效性,我们列举了模式识别和医疗诊断中的实例。
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Novel Complex Intuitionistic Hesitant Fuzzy Distance Measures for Solving Decision-Support Problems
The key objective of this article is to introduce the innovative idea of a complex intuitionistic hesitant fuzzy set (CIHFS), which blends the intuitionistic hesitant fuzzy set with the complex fuzzy set to address the uncertain information in real-life complex problems. In CIHFS, the range of the membership functions is extended from the subset of the real number to the unit disc under the hesitant environment. To determine how well the CIHFSs can be distinguished from one another, we first propose generalized distance measures and weighted generalized distance measures based on the Hamming, Euclidean, and Hausdorff metrics. Some interesting properties and their relationships are thoroughly discussed. Furthermore, a decision-making framework for selecting the optimal option from the feasible set has been proposed, which is grounded in these distance metrics. For the purpose of proving the method’s efficacy, we included examples from pattern recognition and medical diagnostics.
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来源期刊
Discrete Dynamics in Nature and Society
Discrete Dynamics in Nature and Society 综合性期刊-数学跨学科应用
CiteScore
3.00
自引率
0.00%
发文量
598
审稿时长
3 months
期刊介绍: The main objective of Discrete Dynamics in Nature and Society is to foster links between basic and applied research relating to discrete dynamics of complex systems encountered in the natural and social sciences. The journal intends to stimulate publications directed to the analyses of computer generated solutions and chaotic in particular, correctness of numerical procedures, chaos synchronization and control, discrete optimization methods among other related topics. The journal provides a channel of communication between scientists and practitioners working in the field of complex systems analysis and will stimulate the development and use of discrete dynamical approach.
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