Fuzzy decision making systems based on interval type-2 fuzzy sets

被引：117
|
作者：
Chen, Shyi-Ming [1 ]
Wang, Cheng-Yi [1 ]
机构：
[1] Natl Taiwan Univ Sci & Technol, Dept Comp Sci & Informat Engn, Taipei 106, Taiwan
来源：
INFORMATION SCIENCES | 2013年 / 242卷
关键词：
Fuzzy multiple attributes decision making; Fuzzy ranking method; Generalized fuzzy number; Interval type-2 fuzzy set; LOGIC CONTROLLERS; RANKING; NUMBERS; DESIGN; MODELS; OPTIMIZATION; AGGREGATION;
D O I：
10.1016/j.ins.2013.04.005
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, we present a new method for fuzzy multiple attributes decision making based on interval type-2 fuzzy sets. First, we present a new fuzzy ranking method based on the a-cuts of interval type-2 fuzzy sets. Then, based on the proposed fuzzy ranking method of interval type-2 fuzzy sets, we present a new method for fuzzy multiple attributes decision making. The proposed method can overcome the drawbacks of Liu and Su's method [45] and Wang and Luo's method [64] due to the fact that it can deal with the ranking of interval type-2 fuzzy sets to distinguish the preference order of the alternatives. The proposed fuzzy multiple attributes decision making method is more flexible and more intelligent than Chen and Lee's method [21] due to the fact that it not only uses interval type-2 fuzzy sets, but also considers the decision-maker's attitude towards risks. (C) 2013 Elsevier Inc. All rights reserved.
引用
收藏
页码：1 / 21
页数：21
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