TY - JOUR
T1 - Induced generalized Choquet aggregating operators with linguistic information and their application to multiple attribute decision making based on the intelligent computing
AU - Ning, Xin
AU - Yuan, Jianping
AU - Yue, Xiaokui
AU - Ramirez-Serrano, Alejandro
PY - 2014
Y1 - 2014
N2 - In this paper, we investigate the multiple attribute decision making problems in which the attribute weights are usually correlative, attribute values take the form of linguistic variables, some new methods are developed. Then a new aggregation operator called induced generalized 2-tuple linguistic choquet ordered averaging (IG-2TCOA) operator is proposed, and some desirable properties of the IG-2TCOA operator are studied, such as idempotent, commutative, monotonic and bounded. An IG-2TCOA operators-based approach is developed to solve the MADM problems. Finally, an illustrative example for evaluating the performance of the mechanical products is given to verify the developed approach and to demonstrate its practicality and effectiveness.
AB - In this paper, we investigate the multiple attribute decision making problems in which the attribute weights are usually correlative, attribute values take the form of linguistic variables, some new methods are developed. Then a new aggregation operator called induced generalized 2-tuple linguistic choquet ordered averaging (IG-2TCOA) operator is proposed, and some desirable properties of the IG-2TCOA operator are studied, such as idempotent, commutative, monotonic and bounded. An IG-2TCOA operators-based approach is developed to solve the MADM problems. Finally, an illustrative example for evaluating the performance of the mechanical products is given to verify the developed approach and to demonstrate its practicality and effectiveness.
KW - 2-tuple linguistic variables
KW - Choquet Integral
KW - induced generalized 2-tuple linguistic choquet ordered averaging (IG-2TCOA) operator
KW - mechanical products
KW - Multiple attribute decision making (MADM)
UR - http://www.scopus.com/inward/record.url?scp=84907011116&partnerID=8YFLogxK
U2 - 10.3233/IFS-131068
DO - 10.3233/IFS-131068
M3 - 文章
AN - SCOPUS:84907011116
SN - 1064-1246
VL - 27
SP - 1077
EP - 1085
JO - Journal of Intelligent and Fuzzy Systems
JF - Journal of Intelligent and Fuzzy Systems
IS - 3
ER -