A novel multiple-attribute group decision-making method based on q-rung orthopair fuzzy generalized power weighted aggregation operators

被引：37
作者：
Ju, Yanbing [1 ]
Luo, Chao [1 ]
Ma, Jun [2 ]
Wang, Aihua [3 ]
机构：
[1] Beijing Inst Technol, Sch Management & Econ, Dept Management Sci & Engn, Beijing 100081, Peoples R China
[2] Univ Int Business & Econ, Business Sch, Dept Management, Beijing, Peoples R China
[3] Peking Univ, Grad Sch Educ, Dept Educ Technol, Beijing, Peoples R China
来源：
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS | 2019年 / 34卷 / 09期
基金：
中国国家自然科学基金;
关键词：
multiple-attribute group decision-making; q-rung orthopair fuzzy generalized power weighted averaging operator; q-rung orthopair fuzzy generalized power weighted geometric operator; q-rung orthopair fuzzy sets; MEAN OPERATORS;
D O I：
10.1002/int.22132
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, a novel approach is developed to deal with multiple-attribute group decision-making (MAGDM) problem under q-rung orthopair fuzzy environment. Firstly, some operators have been proposed to aggregate q-rung orthopair fuzzy information, such as the q-rung orthopair fuzzy generalized power averaging (q-ROFGPA) operator, the q-rung orthopair fuzzy generalized power weighted averaging (q-ROFGPWA) operator, the q-rung orthopair fuzzy generalized power geometric (q-ROFGPG) operator, and the q-rung orthopair fuzzy generalized power weighted geometric (q-ROFGPWG) operator. In addition, some desirable properties and special cases of these operators are discussed. Second, a novel approach is developed to solve MAGDM problem under the q-rung orthopair fuzzy environment based on the proposed q-ROFGPWA and q-ROFGPWG operators. Finally, a practical example is given to illustrate the application of the proposed method, and further the sensitivity analysis and comparative analysis are carried out.
引用
收藏
页码：2077 / 2103
页数：27
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