增强模糊可信度双向投影基于多属性组决策及其在体育设备供应商选择中的应用
1School of Physical Education, Liupanshui Normal University, Liupanshui, 553004, P.R. China. lpssyllf@163.com.
Scientific reports
|November 18, 2025
概括
本研究引入了用于集团决策的增强模糊可信度双向预测 (FC-BP) 方法. 该方法通过整合心理偏好和确保在不确定性条件下稳健的排名来改善供应商选择.
科学领域:
- 决策科学 决策科学
- 运营研究 运营研究
- 模糊逻辑系统 模糊逻辑系统
背景情况:
- 多属性组决策 (MAGDM) 通常涉及不确定的信息和复杂的组行为.
- 现有的模糊可信度数 (FCN) 方法可能无法完全捕捉决策者的心理偏见或确保排名的稳定性.
研究的目的:
- 为MAGDM提出一种增强的模糊可信度双向预测 (FC-BP) 方法.
- 改进在不确定的环境中对信誉和决策者行为的建模.
- 将拟议的方法应用于体育设备供应商选择 (SSES).
主要方法:
- 扩展模糊可信度号码 (FCN) 与信息能量和模块概念.
- 开发了一种使用,MEREC和最小识别信息原则 (MIIP) 的联合权重机制.
- 纳入累积前景理论 (CPT) 来建模心理偏好.
主要成果:
- 与现有方法相比,拟议的FC-BP方法显示出优越的可信度建模.
- 整合CPT增强了决策的行为理性和稳定性.
- 通过SSES的实证验证证了该方法在不确定性和群体行为下的有效性.
结论:
- 增强的FC-BP方法为不确定信息的MAGDM提供了一个强大的框架.
- 这种方法有效地解决了心理偏见,导致了更合理的群体决策.
- 该研究验证了FC-BP技术在现实世界选择问题中的实际应用.
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