DocumentCode :
1336033
Title :
Power-Geometric Operators and Their Use in Group Decision Making
Author :
Xu, Zeshui ; Yager, Ronald R.
Author_Institution :
Antai Sch. of Economic & Manage., Shanghai Jiaotong Univ., Shanghai, China
Volume :
18
Issue :
1
fYear :
2010
Firstpage :
94
Lastpage :
105
Abstract :
The power-average (PA) operator and the power-ordered-weighted-average (POWA) operator are the two nonlinear weighted-average aggregation tools whose weighting vectors depend on the input arguments. In this paper, we develop a power-geometric (PG) operator and its weighted form, which are on the basis of the PA operator and the geometric mean, and develop a power-ordered-geometric (POG) operator and a power-ordered-weighted-geometric (POWG) operator, which are on the basis of the POWA operator and the geometric mean, and study some of their properties. We also discuss the relationship between the PA and PG operators and the relationship between the POWA and POWG operators. Then, we extend the PG and POWG operators to uncertain environments, i.e., develop an uncertain PG (UPG) operator and its weighted form, and an uncertain power-ordered-weighted-geometric (UPOWG) operator to aggregate the input arguments taking the form of interval of numerical values. Furthermore, we utilize the weighted PG and POWG operators, respectively, to develop an approach to group decision making based on multiplicative preference relations and utilize the weighted UPG and UPOWG operators, respectively, to develop an approach to group decision making based on uncertain multiplicative preference relations. Finally, we apply both the developed approaches to broadband Internet-service selection.
Keywords :
decision making; decision theory; fuzzy set theory; mathematical operators; vectors; broadband Internet service selection; geometric mean; group decision making; multiplicative preference relation; nonlinear weighted-average aggregation tools; power geometric operators; power-ordered weighted-average operator; power-ordered-weighted-geometric operator; uncertain operator; weighting vector; Group decision making; multiplicative preference relation; power-average (PA) operator; power-geometric (PG) operator; uncertain PG (UPG) operator; uncertain multiplicative preference relation;
fLanguage :
English
Journal_Title :
Fuzzy Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
1063-6706
Type :
jour
DOI :
10.1109/TFUZZ.2009.2036907
Filename :
5337960
Link To Document :
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