A Hybrid Kansei Design Expert System Using Artificial Intelligence

被引:0
|
作者
Chen, Jyun-Sing [1 ]
Wang, Kun-Chieh [1 ]
Liang, Jung-Chin [1 ]
机构
[1] Ling Tung Univ, Dept Technol Prod Design, Taichung 40852, Taiwan
关键词
High heels design; Kansei engineering; design expert system; artificial intelligence; radial basis function neural network; the grey system theory;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper aims to propose a novel approach for high heel design using the integral schemes of Kansei engineering and grey-based artificial intelligence. First, to meet the market's needs, the Kansei engineering scheme is adopted in order to translate the customer's preferences into the product's form elements. Secondly, to speed up and enhance the translation performance, the grey system theory and radial basis function neural network schemes are used. Thirdly, a bi-directional evaluation hybrid Kansei engineering system is constructed via the aforementioned methodology. Finally, a form design expert system is proposed in consideration of designer's usage. To illustrate the functions of the proposed design expert system, an example of the development of new high heels is demonstrated.
引用
收藏
页码:971 / 976
页数:6
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