• DocumentCode
    2432577
  • Title

    The evolutionary approach to semantics-driven CBD automation

  • Author

    Jia, Yu ; Tan, Min ; Gu, Yuqing

  • Author_Institution
    Inst. of Software, Acad. Sinica, Beijing, China
  • fYear
    2002
  • fDate
    2002
  • Firstpage
    98
  • Lastpage
    104
  • Abstract
    The representation and manipulation of the semantic usability of components is one of the most critical issues in the component-based development (CBD) paradigm. This paper originally addresses the component semantics in principle of evolutionary algorithm (EA), where an automatic component evolution process is presented based on a genetic component model, along with the feature-oriented component semantics taken as the driving force for the CBD process. In this paper we emphasize the importance of knowledge representation and reasoning in CBD automation. Through introducing description logics (DL) into our approach, we believe that without the support of AI-based automation, CBD will spend or risk no less than the traditional development paradigms.
  • Keywords
    evolutionary computation; inference mechanisms; object-oriented programming; semantic networks; AI-based automation; CBD automation; automatic component evolution process; component-based development; description logics; evolutionary algorithm; evolutionary approach; feature-oriented component semantics; genetic component model; knowledge representation; reasoning; semantic usability manipulation; semantics-driven CBD automation; Assembly systems; Automation; Couplings; Design engineering; Evolutionary computation; Genetics; Logic programming; Software engineering; Testing; Usability;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Euromicro Conference, 2002. Proceedings. 28th
  • ISSN
    1089-6503
  • Print_ISBN
    0-7695-1787-0
  • Type

    conf

  • DOI
    10.1109/EURMIC.2002.1046140
  • Filename
    1046140