• DocumentCode
    492174
  • Title

    The Application of Fuzzy Comprehensive Evaluation in CBR System

  • Author

    Jingkui, Ruan ; Mingmao, Hu

  • Author_Institution
    Dept. of Mech. Eng., Hubei Univ. of Automotive Technol., Shiyan
  • fYear
    2008
  • fDate
    21-22 Dec. 2008
  • Firstpage
    621
  • Lastpage
    624
  • Abstract
    In the case-based reasoning (CBR) system, the weight determination of cases characters plays a great role in the process of case retrieval, case rewriting and case saving. The fuzzy comprehensive evaluation is proposed to determine the weights of cases characters in CBR system. Taking the high-speed cutting database system for example, the weighting factors affecting the high-speed cutting parameter determining are researched, and the comprehensive weights of the different character property are obtained by using two-level fuzzy comprehensive evaluation based on the scores of several experts. The various factors affecting expert´s judgment are full considered and the opinions from each expert are well combined in this way. As a new method to confirm primary weights in the training stage of case-based reasoning, it is applied in the case-based reasoning high-speed cutting database system and proved to be effective.
  • Keywords
    case-based reasoning; database management systems; fuzzy set theory; case retrieval; case rewriting; case saving; case-based reasoning high-speed cutting database; case-based reasoning system; fuzzy comprehensive evaluation; Arithmetic; Automotive engineering; Database systems; Decision making; Fuzzy reasoning; Fuzzy sets; Fuzzy systems; Indexes; Mathematics; Mechanical engineering; case-based reasoning (CBR); fuzzy comprehensive evaluation; high-speed cutting parameter database; weighting factor;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Knowledge Acquisition and Modeling Workshop, 2008. KAM Workshop 2008. IEEE International Symposium on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-1-4244-3530-2
  • Electronic_ISBN
    978-1-4244-3531-9
  • Type

    conf

  • DOI
    10.1109/KAMW.2008.4810565
  • Filename
    4810565