TY - JOUR
T1 - GRP method for multiple attribute group decision making under trapezoidal interval type-2 fuzzy environment
AU - Ju, Yanbing
AU - Ju, Dawei
AU - Wang, Aihua
AU - Ju, Mingyue
N1 - Publisher Copyright:
© 2017-IOS Press and the authors. All rights reserved.
PY - 2017
Y1 - 2017
N2 - Multiple attribute group decision making (MAGDM) is a very active research field in management sciences. Many practical MAGDM problems are often characterized by ambiguity and uncertainty. The aim of this paper is to develop an integrated MAGDM method with unknown weight information under trapezoidal interval type-2 fuzzy environment based on the grey relational projection (GRP) method. Firstly, to determine the comprehensive weights of attributes, a novel method is proposed by combining the analytic hierarchy process (AHP) technique under trapezoidal interval type-2 fuzzy environment and inter-Attribute coefficient method. Secondly, the traditional GRP method is extended to solve MAGDM problems under trapezoidal interval type-2 fuzzy environment, i.e., the optimial alternative should have the largest grey relational projection on the trapezoidal interval type-2 fuzzy positive ideal solution (TIT2-FPIS) and smallest grey relational projection on the trapezoidal interval type-2 fuzzy negative ideal solution (TIT2-FNIS) simultaneously. Finally, an emergency medical department selection problem is taken as an illustrative example to demonstrate the calculation process of the proposed method.
AB - Multiple attribute group decision making (MAGDM) is a very active research field in management sciences. Many practical MAGDM problems are often characterized by ambiguity and uncertainty. The aim of this paper is to develop an integrated MAGDM method with unknown weight information under trapezoidal interval type-2 fuzzy environment based on the grey relational projection (GRP) method. Firstly, to determine the comprehensive weights of attributes, a novel method is proposed by combining the analytic hierarchy process (AHP) technique under trapezoidal interval type-2 fuzzy environment and inter-Attribute coefficient method. Secondly, the traditional GRP method is extended to solve MAGDM problems under trapezoidal interval type-2 fuzzy environment, i.e., the optimial alternative should have the largest grey relational projection on the trapezoidal interval type-2 fuzzy positive ideal solution (TIT2-FPIS) and smallest grey relational projection on the trapezoidal interval type-2 fuzzy negative ideal solution (TIT2-FNIS) simultaneously. Finally, an emergency medical department selection problem is taken as an illustrative example to demonstrate the calculation process of the proposed method.
KW - Trapezoidal interval type-2 fuzzy sets (TIT2FSs)
KW - analytic hierarchy process (AHP)
KW - grey relational projection (GRP)
KW - multiple attribute group decision making (MAGDM)
UR - http://www.scopus.com/inward/record.url?scp=85037054988&partnerID=8YFLogxK
U2 - 10.3233/JIFS-16608
DO - 10.3233/JIFS-16608
M3 - Article
AN - SCOPUS:85037054988
SN - 1064-1246
VL - 33
SP - 3469
EP - 3482
JO - Journal of Intelligent and Fuzzy Systems
JF - Journal of Intelligent and Fuzzy Systems
IS - 6
ER -