TY - JOUR
T1 - Approaches to group decision making with incomplete information based on power geometric operators and triangular fuzzy AHP
AU - Dong, Minggao
AU - Li, Shouyi
AU - Zhang, Hongying
N1 - Publisher Copyright:
©2015 Elsevier Ltd. All rights reserved.
PY - 2015/7/10
Y1 - 2015/7/10
N2 - In this paper, we investigate the multiple criteria group decision making (MCGDM) problems in which decision makers (DMs)' preferences on alternatives (criteria) are depicted by triangular fuzzy numbers and take the form of incomplete reciprocal comparison matrices. We aim to develop integrated methodologies for the MCGDM problems. First of all, we develop a triangular fuzzy power geometric (TFPG) operator and a triangular fuzzy weighted power geometric (TFWPG) operator for aggregating the DMs' preferences into the group preferences. Furthermore, we construct a consistent recovery method and a δ-consistent recovery method for estimating the missing preferences. Next, we propose two integrated approaches to the aforementioned MCGDM problems by utilizing triangular fuzzy analytic hierarchy process (TFAHP) to combine the TFPG (TFWPG) operator, the recovery methods and extent analysis method (EAM) effectively. Finally, an illustrative example of small hydropower (SHP) investment projects selection is given to show our approaches.
AB - In this paper, we investigate the multiple criteria group decision making (MCGDM) problems in which decision makers (DMs)' preferences on alternatives (criteria) are depicted by triangular fuzzy numbers and take the form of incomplete reciprocal comparison matrices. We aim to develop integrated methodologies for the MCGDM problems. First of all, we develop a triangular fuzzy power geometric (TFPG) operator and a triangular fuzzy weighted power geometric (TFWPG) operator for aggregating the DMs' preferences into the group preferences. Furthermore, we construct a consistent recovery method and a δ-consistent recovery method for estimating the missing preferences. Next, we propose two integrated approaches to the aforementioned MCGDM problems by utilizing triangular fuzzy analytic hierarchy process (TFAHP) to combine the TFPG (TFWPG) operator, the recovery methods and extent analysis method (EAM) effectively. Finally, an illustrative example of small hydropower (SHP) investment projects selection is given to show our approaches.
KW - Extent analysis method
KW - Multiple criteria group decision making (MCGDM)
KW - Recovery methods
KW - TFPG operator
KW - TFWPG operator
KW - Triangular fuzzy analytic hierarchy process (TFAHP)
UR - https://www.scopus.com/pages/publications/84936797853
U2 - 10.1016/j.eswa.2015.06.007
DO - 10.1016/j.eswa.2015.06.007
M3 - 文章
AN - SCOPUS:84936797853
SN - 0957-4174
VL - 42
SP - 7846
EP - 7857
JO - Expert Systems with Applications
JF - Expert Systems with Applications
IS - 21
ER -