DocumentCode :
2742284
Title :
Fuzzy CBR based on Pattern Recognition and its Application
Author :
Quanming, Zhao ; Li Lingling ; Li Zhigang ; Jiannan, Wang ; Fengguo, Liu
Author_Institution :
The Dept. of Electr. Eng. & Autom., Hebei Univ. of Technol., Tianjin
fYear :
2006
fDate :
7-9 June 2006
Firstpage :
1
Lastpage :
6
Abstract :
Case-based reasoning (CBR) has been widely applied in expert systems. This method can find out the solution of the problem to be solved in terms of the former experience by analyzing the similarity of information between the problem to be solved and the existing cases. However, among the information from the problem, some data are fuzzy. In order to find out the similar cases successfully, a method of fuzzy CBR based on pattern recognition is presented in this paper. According to this method, all the relative existing cases in the case database are fuzzed and each can be regarded as typical pattern. And then a new general closeness degree algorithm was constructed to deal with general and fuzzy data by combining two kinds of closeness degree algorithm and is used as the similarity degree function between the cases and the problem to be solved so as to realize case matching under the fuzzy strategy by using the method of pattern recognition. The validity of this method has been confirmed in electrical apparatus product design
Keywords :
case-based reasoning; electrical engineering computing; electrical products; expert systems; fuzzy set theory; pattern recognition; product design; case-based reasoning; electrical apparatus product design; expert systems; fuzzy CBR; fuzzy recognition; fuzzy strategy; general closeness degree algorithm; pattern recognition; similarity degree function; Automation; Databases; Expert systems; Fuzzy reasoning; Fuzzy systems; Hybrid intelligent systems; Information analysis; Pattern matching; Pattern recognition; Product design; case-based reasoning (CBR); expert system; fuzzy recognition; general closeness degree; product design; similarity degree function;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Cybernetics and Intelligent Systems, 2006 IEEE Conference on
Conference_Location :
Bangkok
Print_ISBN :
1-4244-0023-6
Type :
conf
DOI :
10.1109/ICCIS.2006.252297
Filename :
4017856
Link To Document :
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