Generalized intuitionistic fuzzy geometric interaction operators and their application to decision making

被引:72
作者
He, Yingdong [1 ]
Chen, Huayou [1 ]
Zhou, Ligang [1 ]
Han, Bing [1 ]
Zhao, Qianyi [1 ]
Liu, Jinpei [2 ]
机构
[1] Anhui Univ, Sch Math Sci, Hefei 230601, Anhui, Peoples R China
[2] Anhui Univ, Sch Business, Hefei 230601, Anhui, Peoples R China
基金
中国国家自然科学基金;
关键词
Intuitionistic fuzzy sets; Interaction; Generalized intuitionistic fuzzy aggregation operators; Decision making; VAGUE SET-THEORY; AGGREGATION OPERATORS; PREFERENCE RELATIONS; OPERATIONS; WEIGHTS;
D O I
10.1016/j.eswa.2013.09.048
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Considering that there may exist some interactions between membership function and non-membership function of different intuitionistic fuzzy sets, we present some new operational laws from the probability point of view and give a geometric interpretation of the new operations. Based on which, a new class of generalized intuitionistic fuzzy aggregation operators are developed, including the generalized intuitionistic fuzzy weighted geometric interaction averaging (GIFWGIA) operator, the generalized intuitionistic fuzzy ordered weighted geometric interaction averaging (GIFOWGIA) operator and the generalized intuitionistic fuzzy hybrid geometric interaction averaging (GIFHGIA) operator. The properties of these new generalized aggregation operators are investigated. Moreover, approaches to multiple attributes decision making are given based on the generalized aggregation operators under intuitionistic fuzzy environment, and an example is illustrated to show the validity and feasibility of new approach. Finally, we give a systematic comparison between the work of this paper and that of other papers. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:2484 / 2495
页数:12
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