DocumentCode
2314157
Title
Fuzzy generalized aggregation operators in a unified model between the probability, the weighted average and the OWA operator
Author
Merigó, José M.
Author_Institution
Dept. of Bus. Adm., Univ. of Barcelona, Barcelona, Spain
fYear
2010
fDate
18-23 July 2010
Firstpage
1
Lastpage
7
Abstract
We introduce a new model that unifies the probability, the weighted average and the ordered weighted average considering the degree of importance that each concept has in the aggregation. Moreover, this approach generalizes a wide range of aggregation operators by using generalized means. Furthermore, this approach is able to assess uncertain information that can be assessed with fuzzy numbers. We call it the fuzzy generalized probabilistic ordered weighted averaging weighted average (FGPOWAWA) operator. Its main advantage is that it includes a wide range of aggregation operators such as the FPOWAWA, the quadratic FPOWAWA, the arithmetic FOWAWA, the arithmetic FPOWA, the FPWA and the double FOWA operator. We further generalize this approach by using quasi-arithmetic means obtaining the Quasi-FPOWAWA operator. We also analyze the applicability of this new approach in decision making.
Keywords
decision making; fuzzy set theory; mathematical operators; probability; Unified Model; decision making; double FOWA operator; fuzzy generalized aggregation operator; fuzzy number; generalized means; ordered weighted average; quasiarithmetic means; uncertain information; Aggregates; Book reviews; Decision making; Harmonic analysis; Open wireless architecture; Probabilistic logic; Robustness;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems (FUZZ), 2010 IEEE International Conference on
Conference_Location
Barcelona
ISSN
1098-7584
Print_ISBN
978-1-4244-6919-2
Type
conf
DOI
10.1109/FUZZY.2010.5584795
Filename
5584795
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