Fuzzy multiple attributes group decision-making based on ranking interval type-2 fuzzy sets

被引：160

作者：

Chen, Shyi-Ming ^{[1
,2
]}

Yang, Ming-Wey ^{[1
]}

Lee, Li-Wei ^{[3
]}

Yang, Szu-Wei ^{[4
]}

机构：

[1] Natl Taiwan Univ Sci & Technol, Dept Comp Sci & Informat Engn, Taipei, Taiwan

[2] Natl Taichung Univ Educ, Grad Inst Educ Measurement & Stat, Taichung, Taiwan

[3] Der Lin Inst Technol, Dept Comp & Commun Engn, New Taipei City, Taiwan

[4] Natl Taichung Univ Educ, Dept Educ, Taichung, Taiwan

来源：

EXPERT SYSTEMS WITH APPLICATIONS | 2012年 / 39卷 / 05期

关键词：

Type-1 fuzzy sets; Interval type-2 fuzzy sets; Fuzzy multiple attributes group decision-making; Ranking values; SOFTWARE-DEVELOPMENT; NUMBERS; ENVIRONMENT; RISK;

D O I：

10.1016/j.eswa.2011.11.008

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this paper, we present a new method to deal with fuzzy multiple attributes group decision-making problems based on ranking interval type-2 fuzzy sets. First, we propose a new method for ranking interval type-2 fuzzy sets. Then, we propose a new method for fuzzy multiple attributes group decision-making based on the proposed ranking method of 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 is simpler than the methods presented in Chen and Lee (2010a, 2010b) for fuzzy multiple attributes group decision-making based on interval type-2 fuzzy sets. It provides us with a useful way for dealing with fuzzy multiple attributes group decision-making problems based on interval type-2 fuzzy sets. (C) 2011 Elsevier Ltd. All rights reserved.

引用

页码：5295 / 5308

页数：14

共 22 条

[1] Extensions of the TOPSIS for group decision-making under fuzzy environment [J].

Chen, CT .

FUZZY SETS AND SYSTEMS, 2000, 114 (01) :1-9

[2] Fuzzy risk analysis based on the ranking of generalized trapezoidal fuzzy numbers [J].

Chen, Shi-Jay ;

Chen, Shyi-Ming .

APPLIED INTELLIGENCE, 2007, 26 (01) :1-11

[3] Fuzzy multiple attributes group decision-making based on the interval type-2 TOPSIS method [J].

Chen, Shyi-Ming ;

Lee, Li-Wei .

EXPERT SYSTEMS WITH APPLICATIONS, 2010, 37 (04) :2790-2798

[4] Fuzzy multiple attributes group decision-making based on the ranking values and the arithmetic operations of interval type-2 fuzzy sets [J].

Chen, Shyi-Ming ;

Lee, Li-Wei .

EXPERT SYSTEMS WITH APPLICATIONS, 2010, 37 (01) :824-833

[5] Fuzzy risk analysis based on ranking generalized fuzzy numbers with different heights and different spreads [J].

Chen, Shyi-Ming ;

Chen, Jim-Ho .

EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (03) :6833-6842

[6]

Chen SJ, 2003, CYBERNET SYST, V34, P109, DOI [10.1080/01969720302866, 10.1080/01969720390180230]

[7] 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

[8]

Chen SM, 2011, P 2011 INT C MACH LE, P142

[9] A new approach for ranking fuzzy numbers by distance method [J].

Cheng, CH .

FUZZY SETS AND SYSTEMS, 1998, 95 (03) :307-317

[10] Ranking fuzzy numbers with an area between the centroid point and original point [J].

Chu, TC ;

Tsao, CT .

COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2002, 43 (1-2) :111-117

← 1 2 3 →