TY - JOUR
T1 - Some new dual hesitant fuzzy aggregation operators based on Choquet integral and their applications to multiple attribute decision making
AU - Ju, Yanbing
AU - Yang, Shanghong
AU - Liu, Xiaoyue
N1 - Publisher Copyright:
© 2014 - IOS Press and the authors.
PY - 2014
Y1 - 2014
N2 - With respect to multiple attribute decision making (MADM) problems in which the attributes are inter-dependent and take the form of dual hesitant fuzzy elements, a new MADM method with dual hesitant fuzzy information is investigated in this paper. Firstly, by using the Choquet integral, some new aggregation operators are developed for aggregating the dual hesitant fuzzy information, such as the dual hesitant fuzzy Choquet ordered average (DHFCOA) operator, the dual hesitant fuzzy Choquet ordered geometric (DHFCOG) operator, the generalized dual hesitant fuzzy Choquet ordered average (GDHFCOA) operator and the generalized dual hesitant fuzzy Choquet ordered geometric (GDHFCOG) operator. Then, some special cases, desirable properties of these operators and the relationships between them are discussed. Furthermore, based on the DHFCOA operator, an approach to MADM is proposed under dual hesitant fuzzy environment. Finally, a numerical example is given to illustrate the application of the proposed method and to demonstrate its practicality and effectiveness.
AB - With respect to multiple attribute decision making (MADM) problems in which the attributes are inter-dependent and take the form of dual hesitant fuzzy elements, a new MADM method with dual hesitant fuzzy information is investigated in this paper. Firstly, by using the Choquet integral, some new aggregation operators are developed for aggregating the dual hesitant fuzzy information, such as the dual hesitant fuzzy Choquet ordered average (DHFCOA) operator, the dual hesitant fuzzy Choquet ordered geometric (DHFCOG) operator, the generalized dual hesitant fuzzy Choquet ordered average (GDHFCOA) operator and the generalized dual hesitant fuzzy Choquet ordered geometric (GDHFCOG) operator. Then, some special cases, desirable properties of these operators and the relationships between them are discussed. Furthermore, based on the DHFCOA operator, an approach to MADM is proposed under dual hesitant fuzzy environment. Finally, a numerical example is given to illustrate the application of the proposed method and to demonstrate its practicality and effectiveness.
KW - Choquet integral
KW - Dual hesitant fuzzy set
KW - dual hesitant fuzzy Choquet integral aggregation operators
KW - generalized dual hesitant fuzzy Choquet integral aggregation operators
UR - http://www.scopus.com/inward/record.url?scp=84915805549&partnerID=8YFLogxK
U2 - 10.3233/IFS-141247
DO - 10.3233/IFS-141247
M3 - Article
AN - SCOPUS:84915805549
SN - 1064-1246
VL - 27
SP - 2857
EP - 2868
JO - Journal of Intelligent and Fuzzy Systems
JF - Journal of Intelligent and Fuzzy Systems
IS - 6
ER -