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红眼感染评估及其药物治疗概述:基于二元语言-球形模糊WASPAS方法的群体决策方法

An overview of pink eye infection to evaluate its medications: group decision-making approach with 2-tuple linguistic -spherical fuzzy WASPAS method.

作者信息

Rasheed M Waheed, Y Saleh Hind, Salih Areen A, Karamat Jahangeer, Bilal Muhammad

机构信息

Department of Mathematics, COMSATS University Islamabad, Vehari, Pakistan.

Department of Mathematics, College of Basic Education, University of Duhok, Duhok, Iraq.

出版信息

Front Artif Intell. 2025 Jan 21;7:1496689. doi: 10.3389/frai.2024.1496689. eCollection 2024.

Abstract

An infectious eye illness known as pink eye results in ocular redness, irritation, and mucus. Schools are an especially vulnerable region for dissemination because they can propagate that contagious disease quickly via direct or indirect interactions. Choosing the right medication to treat pink eye infection is typically thought of as an intricate multi-attribute group decision-making concern. The goal of this research is to construct a multi-attribute group decision-making framework that assesses six pink eye treatment medications, including Bleph-10, Moxeza, Zymar, Romycin, Polytrim, and Bacticin. The constructed multi-attribute group decision-making framework includes the following scenario: (1) In contrast to other types of fuzzy sets, the 2-tuple linguistic -spherical fuzzy set (2TL-SFS) looks to be a potent tool for dealing with informational inconsistencies in decision-making scenarios; (2) in order to render the 2TL-SF accumulation details processing more flexible, the addition, multiplication, scalar multiplication, and exponential laws that are predicated on the Schweizer-Sklar collection of -conorms and -norms are described; (3) the Schweizer-Sklar weighted average and Schweizer-Sklar weighted geometric operators are then put forward employing the aforementioned operations to combine the data; (4) subsequently, using newly developed operators (referred to as 2TL-SF Schweizer-Sklar weighted average and 2TL-SF Schweizer-Sklar weighted geometric), this work enhances the conventional weighted aggregated sum product assessment (WASPAS) approach. The computation procedure for this methodology is thoroughly given to rank the alternatives; (5) to confirm the viability of the suggested approach, thorough computational and simulation assessments are conducted. An examination of the developed and existing research is compared to demonstrate the benefits of the suggested analysis.

摘要

一种被称为红眼病的传染性眼部疾病会导致眼睛发红、发炎和产生黏液。学校是疾病传播的特别脆弱区域,因为疾病可通过直接或间接接触迅速传播。选择合适的药物治疗红眼病感染通常被认为是一个复杂的多属性群体决策问题。本研究的目的是构建一个多属性群体决策框架,以评估六种红眼病治疗药物,包括Bleph-10、Moxeza、Zymar、Romycin、Polytrim和Bacticin。构建的多属性群体决策框架包括以下情形:(1)与其他类型的模糊集相比,二元组语言 - 球形模糊集(2TL-SFS)似乎是处理决策场景中信息不一致的有力工具;(2)为使2TL-SF累积细节处理更灵活,描述了基于施韦泽 - 斯克拉三角模和三角余模集合的加法、乘法、标量乘法和指数定律;(3)然后提出施韦泽 - 斯克拉加权平均和施韦泽 - 斯克拉加权几何算子,利用上述运算来合并数据;(4)随后,使用新开发的算子(称为2TL-SF施韦泽 - 斯克拉加权平均和2TL-SF施韦泽 - 斯克拉加权几何),本研究改进了传统的加权聚合和积评估(WASPAS)方法。详细给出了该方法的计算过程以对备选方案进行排序;(5)为确认所提方法的可行性,进行了全面的计算和模拟评估。对已开展的研究和现有研究进行了比较,以证明所提分析方法的优势。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4f04/11792285/781776f7f8a7/frai-07-1496689-g0001.jpg

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