Induced 2-tuple linguistic generalized aggregation operators and their application in decision-making

被引:203
作者
Merigo, Jose M. [1 ,2 ]
Gil-Lafuente, Anna M. [1 ]
机构
[1] Univ Barcelona, Dept Business Adm, Barcelona 08034, Spain
[2] Univ Manchester, Manchester Business Sch, Manchester M15 6PB, Lancs, England
关键词
2-Tuple linguistic aggregation operator; OWA operator; Choquet integral; Multi-person linguistic decision-making; REPRESENTATION MODEL; OWA OPERATOR; FUZZY; OBJECTS;
D O I
10.1016/j.ins.2013.02.039
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The induced 2-tuple linguistic generalized ordered weighted averaging (2-TILGOWA) operator is presented. This new aggregation operator extends previous approaches by using generalized means, order-inducing variables in the reordering of the arguments and linguistic information represented with the 2-tuple linguistic approach. Its main advantage is that it includes a wide range of linguistic aggregation operators. Thus, its analyses can be seen from different perspectives and we obtain a much more complete picture of the situation considered and are able to select the alternative that best fits with our interests or beliefs. We further generalize the 2-TILGOWA by using quasi-arithmetic means and Choquet integrals. The result is the Quasi-2-TILOWA operator and the 2-tuple linguistic induced quasi-arithmetic Choquet integral aggregation. We conclude this paper by analysing the applicability of this new approach in a multi-person linguistic decision-making problem concerning product management. (C) 2013 Elsevier Inc. All rights reserved.
引用
收藏
页码:1 / 16
页数:16
相关论文
共 64 条
[1]   Group Decision Making with Incomplete Fuzzy Linguistic Preference Relations [J].
Alonso, S. ;
Cabrerizo, F. J. ;
Chiclana, F. ;
Herrera, F. ;
Herrera-Viedma, E. .
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2009, 24 (02) :201-222
[2]  
Beliakov G., 2007, Aggregation Functions: A Guide for Practitioners, DOI DOI 10.1007/978-3-540-73721-6
[3]  
Bonissone P.P., 1982, APPROXIMATE REASONIN, P329
[4]   Managing the consensus in group decision making in an unbalanced fuzzy linguistic context with incomplete information [J].
Cabrerizo, F. J. ;
Perez, I. J. ;
Herrera-Viedma, E. .
KNOWLEDGE-BASED SYSTEMS, 2010, 23 (02) :169-181
[5]   A CONSENSUS MODEL FOR GROUP DECISION MAKING PROBLEMS WITH UNBALANCED FUZZY LINGUISTIC INFORMATION [J].
Cabrerizo, F. J. ;
Alonso, S. ;
Herrera-Viedma, E. .
INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2009, 8 (01) :109-131
[6]   Some induced ordered weighted averaging operators and their use for solving group decision-making problems based on fuzzy preference relations [J].
Chiclana, F. ;
Herrera-Viedma, E. ;
Herrera, F. ;
Alonso, S. .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2007, 182 (01) :383-399
[7]   Induced ordered weighted geometric operators and their use in the aggregation of multiplicative preference relations [J].
Chiclana, F ;
Herrera-Viedma, E ;
Herrera, F ;
Alonso, S .
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2004, 19 (03) :233-255
[8]  
Choquet G., 1954, Ann. Institute. Fourier (Grenoble), V5, P131, DOI DOI 10.5802/AIF.53
[9]   Linguistic multiperson decision making based on the use of multiple preference relations [J].
Dong, Yucheng ;
Xu, Yinfeng ;
Yu, Shui .
FUZZY SETS AND SYSTEMS, 2009, 160 (05) :603-623
[10]   GENERALIZED MEANS AS MODEL OF COMPENSATIVE CONNECTIVES [J].
DYCKHOFF, H ;
PEDRYCZ, W .
FUZZY SETS AND SYSTEMS, 1984, 14 (02) :143-154