DocumentCode :
2703331
Title :
The Expert System of Product Design Based on CBR and GA
Author :
Chaoan, Lai
Author_Institution :
South China Univ. of Technol., Guangzhou
fYear :
2007
fDate :
15-19 Dec. 2007
Firstpage :
144
Lastpage :
147
Abstract :
This paper presents a simultaneous optimization method of a case-based reasoning (CBR) system using a genetic algorithm (GA) for product designing. Prior research proposed many hybrid models of CBR and the GA for product design. However, those models were not good at aiding at creative designing. In this study, CBR and GA combine with a algorithm process for simulation of directed similarity association according to human being´s thought models. Experimental results show that the new hybrid model outperforms other conventional approaches for creative design.
Keywords :
case-based reasoning; expert systems; genetic algorithms; product design; CBR; GA; case-based reasoning; creative designing; expert system; genetic algorithm; product design; simultaneous optimization method; thought models; Algorithm design and analysis; Chaos; Computational intelligence; Constraint optimization; Design optimization; Expert systems; Genetic algorithms; Humans; Product design; Security;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computational Intelligence and Security Workshops, 2007. CISW 2007. International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-0-7695-3073-4
Type :
conf
DOI :
10.1109/CISW.2007.4425466
Filename :
4425466
Link To Document :
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