准定律模糊语言集及其应用于多标准决策的应用
Zijun Zhao1, JiaHao Ye2, Muhammad Rahim3
1Department of Computer Science, University of Manchester, Manchester, M13 9PL, UK.
Scientific reports
|October 27, 2024
概括
这项研究引入了p,q-quasirung orthopair模糊语言集 (p,q-QOFLSs) 以在不确定的数据下做出更好的决策. 新的框架提高了使用语言度的不准确信息处理.
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:
- 语言模糊集提供了直观的偏好表达.
- 处理决策中的不确定性需要强大的框架.
- 现有的方法可能对复杂,不准确的数据缺乏准确性.
研究的目的:
- 介绍一个p,q-quasirung orthopair模糊语言集 (p,q-QOFLS).
- 开发p,q-QOFLS的操作规则和比较功能.
- 提出使用p,q-QOFLS的多属性决策方法.
主要方法:
- 定义的p,q-quasirung orthopair模糊的语言集 (p,q-QOFLSs). 定义的p,q-quasirung orthopair模糊的语言集 (p,q-QOFLSs).
- 对于p,q-QOFLS的确立的操作规律,分数和准确性功能.
- 开发了p,q-QOFLS的加权平均和几何运算符.
主要成果:
- 提出了一种基于p,q-QOFLSs.的新型多属性决策方法.
- 证明了模拟语言不确定性的复杂决策场景的能力.
- 通过数值示例,灵敏度分析和比较评估验证了方法.
结论:
- 拟议的p,q-QOFLS框架为不确定性下决策提供了一个强大的工具.
- 开发的方法为复杂问题提供了更高的精度和适应性.
- 该方法强调了处理不准确的语言信息的创新和效率.
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