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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Chaoan Lai Yanming Sun Guoyan Yu |
| Copyright Year | 2004 |
| Description | Author affiliation: Inst. of Machine Eng., South China Univ. of Technol., Guangzhou, China (Chaoan Lai; Yanming Sun) |
| Abstract | In order to simulate creative design thinking of human being and then improve those product design methods commonly used, a model of creative thinking consisting of alternant emanative and converging thinking was put forth. These shortages in case-based reasoning (CBR) and genetic algorithms (GA) were analyzed by the model. It was proved that the fundamental reason of these shortages is that they only can simulate a single process in the model of creative thinking. Then a simulation algorithm of directed similarity association is brought forward so as to realize the computation of similarity degree of product demand between components, and simulate the whole model of creative thinking by combining CBR and GA. A corresponding product design system was put forward, and then an experiment was conducted, and the results show that the combined intelligent algorithm has good performance in search. |
| Sponsorship | Zhejian Univ. Nat. Lab. of Ind. Control Technol. IEEE Robotics and Automation Soc. Nat. Natural Sci. Found. of China Chinese Assoc. of Automation |
| Starting Page | 3205 |
| Ending Page | 3209 |
| File Size | 358475 |
| Page Count | 5 |
| File Format | |
| ISBN | 0780382730 |
| DOI | 10.1109/WCICA.2004.1343114 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2004-06-15 |
| Publisher Place | China |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Product design Humans Computational modeling Convergence Design engineering Genetics Machine intelligence Chaos Sun Marine technology |
| Content Type | Text |
| Resource Type | Article |
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