Multi-criteria decision-making method based on normal intuitionistic fuzzy-induced generalized aggregation operator

被引:61
作者
Wang, Jian-qiang [1 ]
Zhou, Peng [1 ]
Li, Kang-jian [1 ]
Zhang, Hong-yu [1 ]
Chen, Xiao-hong [1 ]
机构
[1] Cent S Univ, Sch Business, Changsha 410083, Hunan, Peoples R China
基金
中国国家自然科学基金;
关键词
Multi-criteria decision-making; Normal intuitionistic fuzzy number; Normal intuitionistic fuzzy aggregation operator; Normal intuitionistic fuzzy-induced generalized aggregation operator; FAULT-TREE ANALYSIS; NUMBERS; SETS; VARIANCE;
D O I
10.1007/s11750-014-0314-3
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 [运筹学与控制论]; 120117 [社会管理工程];
摘要
Normal intuitionistic fuzzy numbers (NIFNs), which use normal fuzzy numbers to express their membership and non-membership functions, can reflect the evaluation information exactly in different dimensions. In this paper, we are committed to apply NIFNs to multi-criteria decision-making (MCDM) problems, and meanwhile some new aggregation operators are proposed, including normal intuitionistic fuzzy weighted arithmetic averaging operator, normal intuitionistic fuzzy weighted geometric averaging operator, normal intuitionistic fuzzy-induced ordered weighted averaging operator, normal intuitionistic fuzzy-induced ordered weighted geometric averaging operator and normal intuitionistic fuzzy-induced generalized ordered weighted averaging operator (NIFIGOWA). Based on the NIFIGOWA operator, an approach is introduced to solve MCDM problems where the criteria values are NIFNs and the criteria weight information is fixed. Finally, the proposed method is compared to the existing methods by virtue of a numerical example to verify its feasibility and rationality.
引用
收藏
页码:1103 / 1122
页数:20
相关论文
共 47 条
[1]
Angelov P., 1995, Busefal, V64, P51
[2]
[Anonymous], CONTROL DECIS
[3]
[Anonymous], FUZZY SETS SYSTEMS
[4]
Intuitionistic fuzzy interpretations of multi-criteria multi-person and multi-measurement tool decision making [J].
Atanassov, K ;
Pasi, G ;
Yager, R .
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2005, 36 (14) :859-868
[5]
INTERVAL VALUED INTUITIONISTIC FUZZY-SETS [J].
ATANASSOV, K ;
GARGOV, G .
FUZZY SETS AND SYSTEMS, 1989, 31 (03) :343-349
[6]
Atanassov K., 2007, Notes Intuitionistic Fuzzy Sets, V13, P29
[7]
Two theorems for intuitionistic fuzzy sets [J].
Atanassov, KT .
FUZZY SETS AND SYSTEMS, 2000, 110 (02) :267-269
[8]
INTUITIONISTIC FUZZY-SETS [J].
ATANASSOV, KT .
FUZZY SETS AND SYSTEMS, 1986, 20 (01) :87-96
[9]
A multi-criteria intuitionistic fuzzy group decision making for supplier selection with TOPSIS method [J].
Boran, Fatih Emre ;
Genc, Serkan ;
Kurt, Mustafa ;
Akay, Diyar .
EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (08) :11363-11368
[10]
Burillo P., 1994, Proceedings of the 1st workshop on fuzzy based expert systems, P53