Approaches to dynamic multiple attribute decision making with 2-tuple linguistic information

被引:4
作者
Ai, Feng-Yi [1 ]
Yang, Jing-Yi [1 ]
机构
[1] Beijing Inst Technol, Sch Management & Econ, Beijing 100081, Peoples R China
关键词
Dynamic multiple attribute decision making; 2-tuple linguistic information; dynamic 2-tuple weighted averaging (DTWA) operator; dynamic 2-tuple weighted geometric (DTWG) operator; dynamic 2-tuple weighted harmonic averaging (DTWHA) operator; Enterprise financial performance; OWA OPERATORS; AGGREGATION OPERATORS; PREFERENCE RELATIONS; INCOMPLETE INFORMATION; REPRESENTATION MODEL; CONSENSUS; LABELS; ASSESSMENTS; ENVIRONMENT; TOPSIS;
D O I
10.3233/IFS-131094
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 investigate the dynamic linguistic multiple attribute decision making problems with 2-tuple linguistic information. In order to aggregate dynamic 2-tuple linguistic information, some new dynamic aggregation operators are proposed: the dynamic 2-tuple weighted averaging (DTWA) operator, dynamic 2-tuple weighted geometric (DTWG) operator and dynamic 2-tuple weighted harmonic averaging (DTWHA) operator. Furthermore, some procedures based on the DTWA/DTWG/DTWHA operators and TWA/TWG/TWHA operators are developed to solve the dynamic 2-tuple linguistic multiple attribute decision making problems where all the decision information about attribute values takes the form of 2-tuple linguistic information collected at different periods. Finally, an illustrative example for evaluating enterprise financial performance is given to verify the developed approach and to demonstrate its practicality and effectiveness.
引用
收藏
页码:2715 / 2723
页数:9
相关论文
共 67 条
[1]   Extensions of TOPSIS for multi-objective large-scale nonlinear programming problems [J].
Abo-Sinna, MA ;
Amer, AH .
APPLIED MATHEMATICS AND COMPUTATION, 2005, 162 (01) :243-256
[2]  
Arrow K. J., 1963, Social Choice and Individual Values, V2nd
[3]   Linguistic-labels aggregation and consensus measure for autocratic decision making using group recommendations [J].
Ben-Arieh, David ;
Chen, Zhifeng .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 2006, 36 (03) :558-568
[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]   Applying a direct multi-granularity linguistic and strategy-oriented aggregation approach on the assessment of supply performance [J].
Chang, Sheng-Lin ;
Wang, Reay-Chen ;
Wang, Shih-Yuan .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2007, 177 (02) :1013-1025
[6]   Extensions of the TOPSIS for group decision-making under fuzzy environment [J].
Chen, CT .
FUZZY SETS AND SYSTEMS, 2000, 114 (01) :1-9
[7]  
[陈华友 Chen Huayou], 2004, [中国管理科学, Chinese journal of management science], V12, P35
[8]   On the fusion of multi-granularity linguistic label sets in group decision making [J].
Chen, Zhifeng ;
Ben-Arieh, David .
COMPUTERS & INDUSTRIAL ENGINEERING, 2006, 51 (03) :526-541
[9]   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
[10]   ON AGGREGATION OPERATIONS OF LINGUISTIC LABELS [J].
DELGADO, M ;
VERDEGAY, JL ;
VILA, MA .
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 1993, 8 (03) :351-370