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基于图像立方模糊聚合信息的COVID-19检测设施多准则群体决策

Multicriteria group decision making for COVID-19 testing facility based on picture cubic fuzzy aggregation information.

作者信息

Ihsan Aiman, Abdullah Saleem

机构信息

Department of Mathematics, Abdul Wali Khan University, Mardan, Pakistan.

Government Post Graduate College for Women Mardan, Mardan, Pakistan.

出版信息

Granul Comput. 2023;8(4):771-792. doi: 10.1007/s41066-022-00350-1. Epub 2022 Nov 2.

Abstract

The information aggregation of cubic fuzzy numbers and picture fuzzy numbers have played an important role in decision making. This paper introduces a novel approach to address the problem of testing facility of COVID-19 under picture cubic fuzzy environment. As the picture cubic fuzzy set is a generalized fuzzy structure to handle more uncertainty and ambiguity in decision making problems We discuss its various properties. Based on geometric aggregation operators and Hamacher operations, we introduce some Hamacher geometric aggregation operators under picture cubic fuzzy information. Namely, picture cubic fuzzy Hamacher weighted geometric aggregation operator, picture cubic fuzzy Hamacher hybrid geometric operator, picture cubic fuzzy Hamacher order weighted geometric aggregation operator. Discuss some properties of the defined operators. To verify the importance of the proposed operators, develop multicriteria group decision making (MCGDM) algorithm under picture cubic fuzzy environment and apply this strategy for the selection of an authentic laboratory for COVID-19 test. Further to validate the supremacy of our proposed operators, we present a comparative analysis with pre-existing aggregation operators. Results show that the proposed technique is more effective and suitable for MCGDM problems.

摘要

立方模糊数和图像模糊数的信息聚合在决策中发挥了重要作用。本文介绍了一种新颖的方法来解决图像立方模糊环境下的新冠病毒检测设施问题。由于图像立方模糊集是一种广义模糊结构,用于处理决策问题中更多的不确定性和模糊性,我们讨论了它的各种性质。基于几何聚合算子和哈马赫运算,我们引入了一些图像立方模糊信息下的哈马赫几何聚合算子。即图像立方模糊哈马赫加权几何聚合算子、图像立方模糊哈马赫混合几何算子、图像立方模糊哈马赫有序加权几何聚合算子。讨论了所定义算子的一些性质。为了验证所提出算子的重要性,开发了图像立方模糊环境下的多准则群体决策(MCGDM)算法,并将该策略应用于新冠病毒检测的权威实验室选择。进一步为了验证我们所提出算子的优越性,我们与现有的聚合算子进行了比较分析。结果表明,所提出的技术对于MCGDM问题更有效且适用。

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Innovation (Camb). 2020 Nov 25;1(3):100048. doi: 10.1016/j.xinn.2020.100048. Epub 2020 Sep 28.
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