偏好关系
偏爱
一致性(知识库)
一般化
排名(信息检索)
模糊逻辑
数学
灵活性(工程)
模糊集
模糊数
关系(数据库)
模糊分类
隶属函数
2型模糊集与系统
计算机科学
人工智能
数据挖掘
统计
数学分析
作者
Xiaoyu Wu,Tingting Zheng,Weiwei Meng,Junge Liu
标识
DOI:10.1109/wi-iat55865.2022.00132
摘要
As a generalization of intuitionistic fuzzy set, picture fuzzy set is characterized by positive membership, neutral membership and negative membership. The picture fuzzy preference relation (PFPR), whose elements are picture fuzzy numbers, is stronger than intuitionistic fuzzy preference relation in expressing comprehensive preference information of decision-makers. This paper will focus on the additive consistency of PFPR. Firstly, a novel score function is proposed to obtain stable and consistent score values for ranking the alternatives. Then, the additive consistency of PFPR and normalized picture fuzzy priority weight vectors are studied. Subsequently, six goal programming models are proposed to generate the priorities from individual and group PFPRs, respectively. Finally, three numerical examples are provided to illustrate the flexibility and rationality. What's more, the effectiveness is verified by comparing it with some existing methods.
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