Linguistic Discriminative Aggregation in Multicriteria Decision Making

被引:12
作者
Aggarwal, Manish [1 ,2 ]
机构
[1] Indian Inst Management Ahmedabad, Ahmadabad, Gujarat, India
[2] IIT Delhi, CSE, New Delhi, India
关键词
FUZZY PREFERENCE RELATIONS; WEIGHTED AVERAGING OPERATORS; OWA OPERATOR; IMMEDIATE PROBABILITIES; CONSENSUS MODEL; SETS; INFORMATION; CONNECTIVES; ASSESSMENTS; ENVIRONMENT;
D O I
10.1002/int.21793
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Several new aggregation operators are proposed in the context of multicriteria decision making (MCDM) in the linguistic domain. The proposed operators first infer the discrimination index, based on the extent of variability in the various linguistic evaluations against a criterion. This value is then utilized in the actual aggregation step to discriminate among the alternatives. Besides, the proposed operators also take into account the a priori weights associated with the criteria. The proposed concepts are illustrated through an example in group MCDM.
引用
收藏
页码:529 / 555
页数:27
相关论文
共 62 条
[1]   A Probabilistic and Decision Attitude Aggregation Operator for Intuitionistic Fuzzy Environment [J].
Agarwal, Manish ;
Hanmandlu, Madasu ;
Biswas, Kanad K. .
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2013, 28 (08) :806-839
[3]   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
[4]  
[Anonymous], 1997, The Ordered Weighted Averaging Operation: Theory, Methodology and Applications
[5]  
[Anonymous], 1992, P INT C FUZZ SETS NE
[6]  
[Anonymous], P INT JOINT C NEUR N
[7]   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
[8]   A novel efficient approach for DFMEA combining 2-tuple and the OWA operator [J].
Chang, Kuei-Hu ;
Wen, Ta-Chun .
EXPERT SYSTEMS WITH APPLICATIONS, 2010, 37 (03) :2362-2370
[9]   A linguistic multi-criteria decision making approach based on logical reasoning [J].
Chen, Shuwei ;
Liu, Jun ;
Wang, Hui ;
Xu, Yang ;
Augusto, Juan Carlos .
INFORMATION SCIENCES, 2014, 258 :266-276
[10]   A new multiple attribute group decision making method in intuitionistic fuzzy setting [J].
Chen, Zhiping ;
Yang, Wei .
APPLIED MATHEMATICAL MODELLING, 2011, 35 (09) :4424-4437