Application of Rough Set Theory in Product Design

被引:0
|
作者
Yoon, HyungKun [1 ]
机构
[1] Shanghai Jiao Tong Univ, SMD, Dept Ind Design, Sch Media & Design, Shanghai 200030, Peoples R China
关键词
rough set theory; product design; car front face;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In today's design industry, designers are facing more pressure from a bigger market and stronger competition. To serve the demanding consumers better, designer can no longer finish the whole design process with their experience alone. Scientific methods are required to help the designers find out the essential factors of product design and the information feedback from the consumers. There are only few enterprises today applying rough set theory to the product design. This method can find the hidden connection between different data, which can help the designers improve the efficiency of design work and reduce the risks involved. We chose 33 middle and small sized cars entering the China's car market in the passing year and did some research on the cars' front face. All are concluded into 13 main factors, a total of 57 categories. After some preliminary analysis, we put the result into the specific program designed to execute rough set analysis to have some deeper research. This whole process helped us find the most suitable combination out of more than 100,000,000 possibilities. Through the case we can see that the rough set theory can save a lot of time and strength for design and allow them to carry out creative product design in a more proper way, which would finally lead to commercial interests as the product perfectly meet the market's needs.
引用
收藏
页码:506 / 511
页数:6
相关论文
共 50 条
  • [41] Application of Rough Set Theory in Fault Diagnostic Rules Acquisition
    殷晨波
    周庆敏
    李永生
    [J]. Journal of Donghua University(English Edition), 2007, (02) : 276 - 279
  • [42] Rough set theory and its application to scene matching guidance
    Cao, F
    Yang, XG
    Miao, D
    Fan, TS
    [J]. ICEMI 2005: Conference Proceedings of the Seventh International Conference on Electronic Measurement & Instruments, Vol 6, 2005, : 544 - 547
  • [43] An application of rough set theory to defect detection of automotive glass
    Lee, SK
    Vachtsevanos, G
    [J]. MATHEMATICS AND COMPUTERS IN SIMULATION, 2002, 60 (3-5) : 225 - 231
  • [44] Rough set theory based on tolerance relation and its application
    Yan, Yan
    Yang, Huizhong
    [J]. Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument, 2008, 29 (07): : 1522 - 1525
  • [45] Rough set theory: Application in electronic commerce data mining
    Wang, XR
    Xu, RS
    Wang, WS
    [J]. IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE (WI 2004), PROCEEDINGS, 2004, : 541 - 544
  • [46] Application of genetic algorithm and rough set theory for knowledge extraction
    Hor, Chinglai
    Crossley, Peter A.
    Millar, Dean L.
    [J]. 2007 IEEE LAUSANNE POWERTECH, VOLS 1-5, 2007, : 1117 - +
  • [47] Application of Rough Set Theory in the Evaluation of Heavy Metal pollution
    Ma, Hongfeng
    Lan, Conghua
    Miao, Xuhua
    [J]. MODERN TECHNOLOGIES IN MATERIALS, MECHANICS AND INTELLIGENT SYSTEMS, 2014, 1049 : 1403 - 1406
  • [48] An application of rough set theory to predict telecom customer churn
    Binh, Tu Van
    Thy, Ngo Giang
    [J]. INTERNATIONAL JOURNAL OF COMPUTING SCIENCE AND MATHEMATICS, 2024, 19 (03)
  • [49] Investigation and Application of Feature Extraction Based on Rough Set Theory
    Tang, Zhi-hang
    Zhang, Jing
    Li, Rong-jun
    [J]. ADVANCED RESEARCH ON ELECTRONIC COMMERCE, WEB APPLICATION, AND COMMUNICATION, PT 2, 2011, 144 : 195 - +
  • [50] Early analysis of design concepts using rough set theory
    Alisantoso, D.
    Khoo, L. P.
    [J]. INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2009, 40 (02) : 121 - 130