DocumentCode :
492174
Title :
The Application of Fuzzy Comprehensive Evaluation in CBR System
Author :
Jingkui, Ruan ; Mingmao, Hu
Author_Institution :
Dept. of Mech. Eng., Hubei Univ. of Automotive Technol., Shiyan
fYear :
2008
fDate :
21-22 Dec. 2008
Firstpage :
621
Lastpage :
624
Abstract :
In the case-based reasoning (CBR) system, the weight determination of cases characters plays a great role in the process of case retrieval, case rewriting and case saving. The fuzzy comprehensive evaluation is proposed to determine the weights of cases characters in CBR system. Taking the high-speed cutting database system for example, the weighting factors affecting the high-speed cutting parameter determining are researched, and the comprehensive weights of the different character property are obtained by using two-level fuzzy comprehensive evaluation based on the scores of several experts. The various factors affecting expert´s judgment are full considered and the opinions from each expert are well combined in this way. As a new method to confirm primary weights in the training stage of case-based reasoning, it is applied in the case-based reasoning high-speed cutting database system and proved to be effective.
Keywords :
case-based reasoning; database management systems; fuzzy set theory; case retrieval; case rewriting; case saving; case-based reasoning high-speed cutting database; case-based reasoning system; fuzzy comprehensive evaluation; Arithmetic; Automotive engineering; Database systems; Decision making; Fuzzy reasoning; Fuzzy sets; Fuzzy systems; Indexes; Mathematics; Mechanical engineering; case-based reasoning (CBR); fuzzy comprehensive evaluation; high-speed cutting parameter database; weighting factor;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Knowledge Acquisition and Modeling Workshop, 2008. KAM Workshop 2008. IEEE International Symposium on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-3530-2
Electronic_ISBN :
978-1-4244-3531-9
Type :
conf
DOI :
10.1109/KAMW.2008.4810565
Filename :
4810565
Link To Document :
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