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

被引:437
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
相关论文
共 20 条
[1]  
[Anonymous], 1981, MULTIPLE ATTRIBUTES
[2]   Extensions of the TOPSIS for group decision-making under fuzzy environment [J].
Chen, CT .
FUZZY SETS AND SYSTEMS, 2000, 114 (01) :1-9
[3]   A NEW APPROACH TO HANDLING FUZZY DECISION-MAKING PROBLEMS [J].
CHEN, SM .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1988, 18 (06) :1012-1016
[4]   Fuzzy group decision making for evaluating the rate of aggregative risk in software development [J].
Chen, SM .
FUZZY SETS AND SYSTEMS, 2001, 118 (01) :75-88
[5]   A fuzzy optimization method for multicriteria decision making: An application to reservoir flood control operation [J].
Fu, Guangtao .
EXPERT SYSTEMS WITH APPLICATIONS, 2008, 34 (01) :145-149
[6]   A DS-AHP approach for multi-attribute decision making problem with incomplete information [J].
Hua, Zhongsheng ;
Gong, Bengang ;
Xu, Xiaoyan .
EXPERT SYSTEMS WITH APPLICATIONS, 2008, 34 (03) :2221-2227
[7]   Fuzzy multiple attributes group decision-making based on the extension of TOPSIS method and interval type-2 fuzzy sets [J].
Lee, Li-Wei ;
Chen, Shyi-Ming .
PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2008, :3260-3265
[8]   Modeling attitude to risk in human decision processes: An application of fuzzy measures [J].
Liginlal, Divakaran ;
Ow, Terence T. .
FUZZY SETS AND SYSTEMS, 2006, 157 (23) :3040-3054
[9]   A causal analytical method for group decision-making under fuzzy environment [J].
Lin, Chi-Jen ;
Wu, Wei-Wen .
EXPERT SYSTEMS WITH APPLICATIONS, 2008, 34 (01) :205-213
[10]   Dynamic multi-attribute decision making model with grey number evaluations [J].
Lin, Yong-Huang ;
Lee, Pin-Chan ;
Ting, Hsin-I .
EXPERT SYSTEMS WITH APPLICATIONS, 2008, 35 (04) :1638-1644