一种基于模糊张数的小组决策方法,适用于异质无线网络评估
Muhammad Bilal1, Ioan Lucian-Popa2,3
1School of Mathematics and Statistics, Yunnan University, Kunming, 650106, China. bilalmaths28@gmail.com.
Scientific reports
|August 21, 2025
概括
这项研究介绍了犹不决的模糊张量 (HFT),这是一种处理专家决策不确定性的新方法. 在不确定的环境中,HFT有效地分析复杂的数据,以提高团队决策能力.
科学领域:
- 决策科学
- 信息理论
- 计算机科学
背景情况:
- 传统的决策模式与模糊性和专家犹不决.
- 代表多种不确定的专家意见需要先进的框架.
研究的目的:
- 介绍犹不决的模糊张量 (HFT) 作为一个新的多维工具.
- 开发HFT的理论基础和决策算法.
- 应用HFT来优化异质无线通信网络的选择.
主要方法:
- 犹模糊张量 (HFT) 运算的正式定义和发展.
- 使用HFT聚合运算符制定一个集团决策算法.
- 在选择无线通信网络时对HFT进行实证评估.
主要成果:
- 在专家的判断中,HFT有效地捕捉和表现出犹.
- 基于HFT的算法显示出强度和可解释性.
- 在不确定的情况下选择最佳无线网络的成功应用.
结论:
- 基于不确定性的决策分析提供了一个可扩展和现实的工具.
- 这项研究推进了复杂技术领域的模糊建模.
- 拟议的框架在不确定的环境中加强了集团决策.
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