基于模糊相似度的群体决策算法及其在登革热病中的应用

IF 1.5 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Iranian Journal of Science and Technology-Transactions of Electrical Engineering Pub Date : 2024-01-02 DOI:10.1007/s40998-023-00685-8
Harish Garg, Faiz Muhammad Khan, Waqas Ahmed
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引用次数: 0

摘要

费尔马特模糊集(FFS)是一种处理模糊性的有效而稳健的技术,用于处理直觉模糊集和毕达哥拉斯模糊集概念无法解决的问题。由于其在解决各行各业无法解决的实际问题中的重要用途和关键意义,FFS 自诞生以来就引发了大量研究。在这篇详尽的研究中,我们对相似性度量的概念及其在 FFS 中的基本特征进行了明确的定义。此外,我们还引入了一种以建议的相似性度量为基础的群体决策算法来解决这些问题。在这一过程中,将利用新引入的相似性度量来确定属性权重。通过登革热疾病的案例及其与一些现有研究结果的比较,证明了该算法的可信度。
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Fermatean Fuzzy Similarity Measures-Based Group Decision-Making Algorithm and Its Application to Dengue Disease

The Fermatean fuzzy set (FFS) is an effective and robust technique for handling ambiguity, to deal with issues that can’t be resolved using the concepts of Intuitionistic fuzzy set and Pythagorean fuzzy set. Due to its essential uses and crucial significance in solving insoluble real-world problems in a variety of sectors, FFS has generated a maze of research since its inception. In this elaborative study, we establish a clear definition for the concept of similarity measures along with their essential qualities in the context of FFS. Additionally, we introduced a group decision-making algorithm grounded in the suggested similarity measures to tackle the issues. The attribute weights are determined by utilizing the newly introduced similarity measures as part of the process. The credibility of the algorithm is demonstrated through a case of dengue diseases and a comparison of its results with some of the existing studies.

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来源期刊
CiteScore
5.50
自引率
4.20%
发文量
93
审稿时长
>12 weeks
期刊介绍: Transactions of Electrical Engineering is to foster the growth of scientific research in all branches of electrical engineering and its related grounds and to provide a medium by means of which the fruits of these researches may be brought to the attentionof the world’s scientific communities. The journal has the focus on the frontier topics in the theoretical, mathematical, numerical, experimental and scientific developments in electrical engineering as well as applications of established techniques to new domains in various electical engineering disciplines such as: Bio electric, Bio mechanics, Bio instrument, Microwaves, Wave Propagation, Communication Theory, Channel Estimation, radar & sonar system, Signal Processing, image processing, Artificial Neural Networks, Data Mining and Machine Learning, Fuzzy Logic and Systems, Fuzzy Control, Optimal & Robust ControlNavigation & Estimation Theory, Power Electronics & Drives, Power Generation & Management The editors will welcome papers from all professors and researchers from universities, research centers, organizations, companies and industries from all over the world in the hope that this will advance the scientific standards of the journal and provide a channel of communication between Iranian Scholars and their colleague in other parts of the world.
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