Decision Support System for Single-Valued Neutrosophic Aczel–Alsina Aggregation Operators Based on Known Weights

IF 1.3 4区 数学 Q3 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Discrete Dynamics in Nature and Society Pub Date : 2024-03-20 DOI:10.1155/2024/4362151
Sajid Latif, Kifayat Ullah, Abrar Hussain, Amrullah Awsar
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Abstract

Multiattribute decision making (MADM) approach is a well-known decision-making process utilized in a variety of fields such as solid waste management, renewable energy resources, air quality assurance, hotel location decision, sustainable supplier selection, partner recognition, green supplier enterprises, game theory, construction development authority, and weapon group target estimation. The aggregation operators (AOs) are essential components of the decision-making process and have a great capability to deal with ambiguous and unpredictable information in the different fields of fuzzy environments. In this article, we expressed the theory concepts of single-valued neutrosophic (SVN) sets (SVNS) and also characterized their basic operations. The power aggregation tools are allowed to input arguments to support each other among different arguments. Recently, Aczel–Alisna aggregation tools conquered great attention from several research scholars. We also exposed some reliable operations of Aczel–Alsina aggregation models under the consideration of SVN information. We established a series of new approaches, including the “single-valued neutrosophic Aczel–Alsina power weighted average” (SVNAAPWA) operator and “single-valued neutrosophic Aczel–Alsina power weighted geometric” (SVNAAPWG) operators. To show the effectiveness and compatibility of derived approaches, some prominent characteristics are also established. We constructed a MADM technique to solve an application of engineering and construction materials under consideration of our derived methodologies. An experimental case study is also presented to determine a suitable optimal option from a group of options. To find the flexibility of our proposed work, we provided a comparative study that compares the results of existing AOs with our proposed work. A comprehensive overview is also presented here.
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基于已知权重的单值中性 Aczel-Alsina 聚合算子决策支持系统
多属性决策(MADM)方法是一种著名的决策过程,广泛应用于固体废弃物管理、可再生能源、空气质量保证、酒店选址决策、可持续供应商选择、合作伙伴识别、绿色供应商企业、博弈论、建设发展权力和武器装备目标估算等领域。聚合算子(AO)是决策过程的重要组成部分,在不同领域的模糊环境中具有处理模糊和不可预测信息的强大能力。本文表述了单值中性集(SVNS)的理论概念,并描述了其基本运算。幂聚合工具允许输入参数,以在不同参数之间相互支持。最近,Aczel-Alisna 聚合工具受到了一些研究学者的极大关注。我们还揭示了在考虑 SVN 信息的情况下,Aczel-Alisna 聚合模型的一些可靠操作。我们建立了一系列新方法,包括 "单值中性 Aczel-Alsina 幂加权平均"(SVNAAPWA)算子和 "单值中性 Aczel-Alsina 幂加权几何"(SVNAAPWG)算子。为了说明衍生方法的有效性和兼容性,还建立了一些突出的特征。考虑到我们的推导方法,我们构建了一种 MADM 技术来解决工程和建筑材料的应用问题。我们还提出了一个实验案例研究,以从一组选项中确定一个合适的最优选项。为了发现我们所建议的工作的灵活性,我们提供了一项比较研究,将现有的 AOs 结果与我们所建议的工作进行了比较。这里还提供了一份全面的概述。
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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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