• DocumentCode
    1932885
  • Title

    Qualitative Diagnosis Based on System Structure

  • Author

    Zhang, Xue-nong ; Jiang, Yun-fei ; Chen, Ai-xiang

  • Author_Institution
    Zhongshan Univ., Guangzhou
  • Volume
    5
  • fYear
    2007
  • fDate
    19-22 Aug. 2007
  • Firstpage
    2592
  • Lastpage
    2597
  • Abstract
    This paper presents a qualitative diagnosis model based on system structure. Using structure information, an effective method for finding qualitative diagnoses is brought out. Not losing any possible diagnosis, the diagnostic space is reduced. For the system which limited knowledge is known and the consistency-based diagnosis can´t be got, in other hand, its qualitative diagnosis can be obtained. Furthermore, the relation between qualitative diagnosis, consistency-based diagnosis and causality diagnosis is discussed. At last, this paper defines the adoptability of the diagnostic system and proves that the qualitative diagnosis and the consistency-based diagnosis are adoptable.
  • Keywords
    program diagnostics; causality diagnosis; consistency-based diagnosis; qualitative diagnosis; system structure; Algebra; Artificial intelligence; Automata; Computational complexity; Cybernetics; Electronic mail; Input variables; Machine learning; Pharmaceuticals; Software quality; Adoptability; Model-based diagnosis; Qualitative diagnosis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2007 International Conference on
  • Conference_Location
    Hong Kong
  • Print_ISBN
    978-1-4244-0973-0
  • Electronic_ISBN
    978-1-4244-0973-0
  • Type

    conf

  • DOI
    10.1109/ICMLC.2007.4370585
  • Filename
    4370585