Approaches based on 2-tuple linguistic power aggregation operators for multiple attribute group decision making under linguistic environment

被引:171
作者
Xu, Yejun [1 ,2 ]
Wang, Huimin [1 ,2 ]
机构
[1] Hohai Univ, State Key Lab Hydrol Water Resources & Hydraul En, Nanjing 210098, Peoples R China
[2] Hohai Univ, Res Inst Management Sci, Sch Business, Nanjing 211100, Peoples R China
基金
中国国家自然科学基金;
关键词
Group decision making; 2-Tuple linguistic power average (2TLPA) operator; 2-Tuple linguistic power ordered weighted average (2TLPOWA) operator; Fuzzy additive weighted averaging (FAWA) operator; INFORMATION; CONSENSUS; SELECTION; FUSION; MODEL;
D O I
10.1016/j.asoc.2011.02.027
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The aim of this paper is to develop some new linguistic aggregation operators, such as 2-tuple linguistic power average (2TLPA) operator, 2-tuple linguistic weighted PA operator, 2TLPOWA operator which are based on PA operator. We have studied some desired properties of the developed operators, such as idempotency, boundary, etc. Moreover, we have developed two approaches to deal with group decision making problems under linguistic environment. If the weighting vector of the decision makers is known, we develop an approach which is based on the 2-tuple linguistic weighted PA operator. On the other hand, if the weighting vector of the decision makers is unknown, we develop another approach which is based on the 2TLPOWA operator. Finally, a practical example is given to illustrate the multiple attribute group decision making process, a comparative study to fuzzy additive weighted averaging (FAWA) operator method is also demonstrated. Crown Copyright (C) 2011 Published by Elsevier B.V. All rights reserved.
引用
收藏
页码:3988 / 3997
页数:10
相关论文
共 47 条
[1]  
[Anonymous], 2010, Intuitionistic Fuzzy Sets: Theory and Applications
[2]   INTERVAL VALUED INTUITIONISTIC FUZZY-SETS [J].
ATANASSOV, K ;
GARGOV, G .
FUZZY SETS AND SYSTEMS, 1989, 31 (03) :343-349
[3]   INTUITIONISTIC FUZZY-SETS [J].
ATANASSOV, KT .
FUZZY SETS AND SYSTEMS, 1986, 20 (01) :87-96
[4]   A linguistic modeling of consensus in group decision making based on OWA operators [J].
Bordogna, G ;
Fedrizzi, M ;
Pasi, G .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 1997, 27 (01) :126-132
[5]   A new method for tool steel materials selection under fuzzy environment [J].
Chen, SM .
FUZZY SETS AND SYSTEMS, 1997, 92 (03) :265-274
[6]  
Degani R., 1988, International Journal of Approximate Reasoning, V2, P143, DOI 10.1016/0888-613X(88)90105-3
[7]   Combining numerical and linguistic information in group decision making [J].
Delgado, M ;
Herrera, F ;
Herrera-Viedma, E ;
Martinez, L .
INFORMATION SCIENCES, 1998, 107 (1-4) :177-194
[8]   ON AGGREGATION OPERATIONS OF LINGUISTIC LABELS [J].
DELGADO, M ;
VERDEGAY, JL ;
VILA, MA .
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 1993, 8 (03) :351-370
[9]  
DUBOIS D, 1980, FUZZY SETS SYTEMS TH
[10]   A SEQUENTIAL SELECTION PROCESS IN GROUP DECISION-MAKING WITH A LINGUISTIC ASSESSMENT APPROACH [J].
HERRERA, F ;
HERRERA-VIEDMA, E ;
VERDEGAY, JL .
INFORMATION SCIENCES, 1995, 85 (04) :223-239