DocumentCode
518848
Title
Fuzzy aggregation operators for multicriteria decision in expert system
Author
Miao, Jiajia ; Che, Guoyou ; Li, Aiping ; Yan, Jia ; Jiang, Siyu
Author_Institution
Inst. of Command Autom., PLA Univ. of Sci. & Technol., Nanjing, China
Volume
3
fYear
2010
fDate
27-29 March 2010
Firstpage
557
Lastpage
561
Abstract
During the fuzzy reasoning of expert system, there are always some uncertain information sources. We should use the multicriteria decision making to aggregate them. The fuzzy aggregation operator is the key technology of multicriteria decision making. We define harmonic triangular norm operators and strict harmonic triangular norm operators. Four type detail harmonic triangular norm operators are given. Further, the procedure and algorithm of multicriteria decision making based on fuzzy aggregation operator is given. Finally, we define two measures associated with the operators. Based on the measure, the relationships of those operators and classical operators are evaluated and compared. The result shows that the operators offer a new method to aggregation of fuzzy information sources in fuzzy environments.
Keywords
decision making; expert systems; fuzzy reasoning; fuzzy set theory; expert system; fuzzy aggregation operators; fuzzy reasoning; harmonic triangular norm operators; multicriteria decision making; uncertain information sources; Aggregates; Automation; Decision making; Expert systems; Fuzzy logic; Fuzzy set theory; Fuzzy sets; Fuzzy systems; Hybrid intelligent systems; Open wireless architecture; expert system; fuzzy aggregation operators; generalized triangular norm; harmonic triangular norm; multicriteria decision;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Computer Control (ICACC), 2010 2nd International Conference on
Conference_Location
Shenyang
Print_ISBN
978-1-4244-5845-5
Type
conf
DOI
10.1109/ICACC.2010.5487109
Filename
5487109
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