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
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;
Conference_Titel :
Advanced Computer Control (ICACC), 2010 2nd International Conference on
Conference_Location :
Shenyang
Print_ISBN :
978-1-4244-5845-5
DOI :
10.1109/ICACC.2010.5487109