Fuzzy multiple attributes group decision-making based on the interval type-2 TOPSIS method

被引:421
|
作者
Chen, Shyi-Ming [1 ,2 ]
Lee, Li-Wei [1 ]
机构
[1] Natl Taiwan Univ Sci & Technol, Dept Comp Sci & Informat Engn, Taipei, Taiwan
[2] Jinwen Univ Sci & Technol, Dept Comp Sci & Informat Engn, Taipei Cty, Taiwan
关键词
Interval type-2 fuzzy sets; Fuzzy multiple attributes group decision-making; TOPSIS; ranking values; SOFTWARE-DEVELOPMENT; ENVIRONMENT; INFORMATION; RISK;
D O I
10.1016/j.eswa.2009.09.012
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Type-2 fuzzy sets involve more uncertainties than type-1 fuzzy sets. They provide us with additional degrees of freedom to represent the uncertainty and the fuzziness of the real world. In this paper, we present an interval type-2 fuzzy TOPSIS method to handle fuzzy multiple attributes group decision-making problems based on interval type-2 fuzzy sets. We also use some examples to illustrate the fuzzy multiple attributes group decision-making process of the proposed method. The proposed method provides us with a useful way to handle fuzzy multiple attributes group decision-making problems in a more flexible and more intelligent manner due to the fact that it uses interval type-2 sets rather than traditional type-1 fuzzy sets to represent the evaluating values and the weights of the attributes. (C) 2009 Elsevier Ltd. All rights reserved.
引用
收藏
页码:2790 / 2798
页数:9
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