An interactive evolutionary design system with feature extraction

被引：0
|
作者：
Xu Jiang [1 ]
Sun Shouqianz [1 ,2 ]
Tan Zhengyu [1 ]
Shi Fuqian [1 ]
机构：
[1] Zhejiang Univ, Coll Comp Sci, Hangzhou 310027, Peoples R China
[2] Hubei Univ Technol, Ctr Digital Art & Design, Wuhan 430070, Peoples R China
来源：
HUMAN-COMPUTER INTERACTION, PT 4, PROCEEDINGS: HCI APPLICATIONS AND SERVICES | 2007年 / 4553卷
基金：
高等学校博士学科点专项科研基金; 中国国家自然科学基金;
关键词：
conceptual design product form the interactive evolutionary design; system;
D O I：
暂无
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
In order to extraction the product form features, the Web-based feature database system was carried out and the feature cognition space was constructed. The form feature information was analysed and processed through Multidimensional Scaling (MDS), hierarchical clustering and morphological analysis technology. To enhance the efficiency of the automatic conceptual design, the interactive evolutionary design system (IEDS) based on the Orthogonal Interactive Genetic Algorithm (OIGA) in form design was advanced. With this method, the genetic convergence effects are improved and users' fatigues are alleviated by means of simplifying the solution space orthogonally, communizing the fitness evaluation and visualizing the project interface. Example results indicate the improved IEDS was more feasible and reasonable than the simple IEDS.
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页码：1085 / +
页数：2
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