Generalized intuitionistic fuzzy geometric aggregation operator and its application to multi-criteria group decision making

被引:75
作者
Tan, Chunqiao [1 ]
机构
[1] Cent South Univ, Sch Business, Changsha 410083, Hunan, Peoples R China
基金
中国国家自然科学基金;
关键词
Multi-criteria group decision making; Fuzzy measures; Intuitionistic fuzzy sets; Geometric aggregation operator;
D O I
10.1007/s00500-010-0554-6
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In general, for multi-criteria group decision making problem, there exist inter-dependent or interactive phenomena among criteria or preference of experts, so that it is not suitable for us to aggregate them by conventional aggregation operators based on additive measures. In this paper, based on fuzzy measures a generalized intuitionistic fuzzy geometric aggregation operator is investigated for multiple criteria group decision making. First, some operational laws on intuitionistic fuzzy values are introduced. Then, a generalized intuitionistic fuzzy ordered geometric averaging (GIFOGA) operator is proposed. Moreover, some of its properties are given in detail. It is shown that GIFOGA operator can be represented by special t-norms and t-conorms and is a generalization of intuitionistic fuzzy ordered weighted geometric averaging operator. Further, an approach to multiple criteria group decision making with intuitionistic fuzzy information is developed where what criteria and preference of experts often have inter-dependent or interactive phenomena among criteria or preference of experts is taken into account. Finally, a practical example is provided to illustrate the developed approaches.
引用
收藏
页码:867 / 876
页数:10
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