开发了半正方形整形模糊哈马切尔聚合运算符及其在决策问题上的应用
Touqeer Ahmad1, Muhammad Rahim2, Jie Yang1
1School of Mathematical Sciences, Dalian University of Technology, Dalian 116024, China.
Heliyon
|February 6, 2024
概括
这项研究介绍了Hamacher聚合运算符用于quasirung orthopair fuzzy (QOF) 集,增强决策. 该模型有效地解决了多标准集团决策 (MCGDM) 问题,例如选择移动支付平台.
科学领域:
- 模糊的集合理论 模糊的集合理论
- 决策科学 决策科学
- 计算智能是一种计算智能.
背景情况:
- 准阶梯整形模糊 (QOF) 集扩展阶梯整形模糊集 (ROFS).
- 哈马切尔的t-规范和t-规范是模糊逻辑运算的基础.
- 多标准集团决策 (MCGDM) 需要强大的聚合方法.
研究的目的:
- 在 QOF 设置环境中适应 Hamacher t-norm 和 t-conorm 操作.
- 开发和介绍一系列Hamacher聚合运营商 (AO) 的QOF集.
- 将这些运营商应用于MCGDM问题并分析其性能.
主要方法:
- 哈马赫t-norm和t-conorm与QOF集结构的整合.
- 为 QOF 环境制定新的 Hamacher 聚合运算符.
- 拟议运营商应用于涉及选择移动支付平台的案例研究.
- 进行比较分析,以评估模型的有效性和有效性.
主要成果:
- 哈马切尔运营成功地适应了QOF套件.
- 为 QOF 环境开发有效的 Hamacher 聚合运营商.
- 在MCGDM中演算子的实用性的演示,并分析参数的影响 (,).
- 通过比较分析验证拟议的模型.
结论:
- 对于 QOF 集,Hamacher 拟议的聚合运算符为 MCGDM 提供了一个有价值的工具.
- 该模型有效地处理复杂的决策场景,如移动支付平台分析所示.
- 进一步的研究可以探索这个框架的扩展和应用.
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