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
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.
引用
收藏
页码:1085 / +
页数:2
相关论文
共 50 条
  • [1] IFEED: INTERACTIVE FEATURE EXTRACTION FOR ENGINEERING DESIGN
    Bang, Hyunseung
    Selva, Daniel
    [J]. PROCEEDINGS OF THE ASME INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, 2016, VOL 7, 2016,
  • [2] Design of computer interactive teaching system by using feature extraction algorithm and multimedia technology
    Dong, Zhang
    Qi, Zhu
    [J]. SOFT COMPUTING, 2023, 27 (14) : 10401 - 10409
  • [3] Developing the framework for an interactive evolutionary design system
    Parmee, IC
    [J]. PROCEEDINGS OF THE FIFTH JOINT CONFERENCE ON INFORMATION SCIENCES, VOLS 1 AND 2, 2000, : 991 - 994
  • [4] Kansei design by interactive reduct evolutionary computation (with attention paid to favored feature of design)
    Yanagisawa, Hideyoshi
    Fukuda, Shuichi
    [J]. Nippon Kikai Gakkai Ronbunshu, C Hen/Transactions of the Japan Society of Mechanical Engineers, Part C, 2004, 70 (06): : 1802 - 1809
  • [5] Innovative Batik Design with an Interactive Evolutionary Art System
    Yang Li
    Chang-Jun Hu
    Xin Yao
    [J]. Journal of Computer Science and Technology, 2009, 24 : 1035 - 1047
  • [6] Interactive Evolutionary Computation for Robot Design Support System
    Sato, Wataru
    Kubota, Naoyuki
    [J]. IEEE INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE IN ROBOTICS AND AUTOMATION, 2009, : 33 - 38
  • [7] Innovative Batik Design with an Interactive Evolutionary Art System
    李扬
    胡长军
    姚新
    [J]. Journal of Computer Science & Technology, 2009, 24 (06) : 1035 - 1047
  • [8] IDSET: Interactive Design System using Evolutionary Techniques
    Sato, T
    Hagiwara, M
    [J]. COMPUTER-AIDED DESIGN, 2001, 33 (05) : 367 - 377
  • [9] Painting with light: An interactive evolutionary system for daylighting design
    Caldas, Luisa
    Santos, Luis
    [J]. BUILDING AND ENVIRONMENT, 2016, 109 : 154 - 174
  • [10] Innovative Batik Design with an Interactive Evolutionary Art System
    Li, Yang
    Hu, Chang-Jun
    Yao, Xin
    [J]. JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2009, 24 (06) : 1035 - 1047