An approach to intuitionistic fuzzy multiple attribute decision making based on Maclaurin symmetric mean operators

被引:138
|
作者
Qin, Jindong [1 ]
Liu, Xinwang [1 ]
机构
[1] Southeast Univ, Sch Econ & Management, Nanjing 210096, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
Maclaurin symmetric mean (MSM); intuitionistic fuzzy set (IFS); intuitionistic fuzzy Maclaurin symmetric mean (IFMSM); weighted intuitionistic fuzzy Maclaurin symmetric mean (WIFMSM); multiple attribute decision making; GEOMETRIC BONFERRONI MEANS; AGGREGATION OPERATORS; MACHINE;
D O I
10.3233/IFS-141182
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The Maclaurin symmetric mean (MSM) was originally introduced by Maclaurin and then generalized by Detemple and Robertson. The prominent characteristic of the MSM is that it can capture the interrelationship among the multi-input arguments. However, the researches on MSM are very rare, especially in fuzzy decision making. In this paper, we investigate the MSM operator and extend the MSM operator to intuitionistic fuzzy environment. Some new aggregation operators based on MSM for dealing with intuitionistic fuzzy information are developed, such as the intuitionistic fuzzy Maclaurin symmetric mean (IFMSM) and the weighted intuitionistic fuzzy Maclaurin symmetric mean (WIFMSM). Some desirable properties and special cases of these operators are discussed in detail. Based on WIFMSM operator, an approach to multiple attribute decision making (MADM) problems with intuitionistic fuzzy information is developed. Finally, a practical example is provided to illustrate the practicality and effectiveness of the proposed method.
引用
收藏
页码:2177 / 2190
页数:14
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