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基于概率犹豫模糊信息集成算法的数据产品选择

梁玉英

计算机工程与应用2019,Vol.55Issue(3):219-224,6.
计算机工程与应用2019,Vol.55Issue(3):219-224,6.DOI:10.3778/j.issn.1002-8331.1806-0300

基于概率犹豫模糊信息集成算法的数据产品选择

Selection of Data Products Based on Probabilistic Hesitant Fuzzy Information Aggregation Algorithm

梁玉英1

作者信息

  • 1. 广东理工学院 信息工程系,广东 肇庆 526100
  • 折叠

摘要

Abstract

As a generalized form of hesitant fuzzy elements, the Probabilistic Hesitant Fuzzy Elements(PHFEs)can depict uncertainty more practically. In addition, because Frank’s operations have dexterity with parameters, it can reflect the subjective preferences of decision makers. Thus, combining the PHFEs and the Frank operations, the probabilistic hesitant fuzzy Frank operations are first defined, and the improved score function of PHFEs is presented. Then, a Probabi-listic Hesitant Fuzzy Frank Weighted Average(PHFFWA)operator is investigated, and some propertied of the PHFFWA operator are studied. Based on which, a novel multi-attribute group decision making method is developed on the basis of PHFFWA operator. Finally, an example about selection of data products is provided to demonstrate that the effectiveness and feasibility of the proposed method.

关键词

多属性群决策/概率犹豫模糊集/Frank范数/信息集成算子/数据产品

Key words

multi-attribute group decision making/probabilistic hesitant fuzzy sets/Frank norms/information aggregation operator/data products

分类

信息技术与安全科学

引用本文复制引用

梁玉英..基于概率犹豫模糊信息集成算法的数据产品选择[J].计算机工程与应用,2019,55(3):219-224,6.

基金项目

上海市基础研究重点项目(No.15590501800) (No.15590501800)

交通运输部科技项目(No.2015328810160) (No.2015328810160)

上海市科委科研计划项目(No.17DZ2280200). (No.17DZ2280200)

计算机工程与应用

OA北大核心CSCDCSTPCD

1002-8331

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