• DocumentCode
    1687947
  • Title

    A forward concurrent reasoning approach for rule-based systems using fuzzy colored Petri nets

  • Author

    Yuan, Jie ; Liu, Chang ; Jiang, Bo ; Shan, Yugang ; Shang, Wenli

  • Author_Institution
    Sch. of Electr. Eng., Xinjiang Univ., Urumqi, China
  • fYear
    2010
  • Firstpage
    1579
  • Lastpage
    1584
  • Abstract
    This paper proposes a forward concurrent reasoning method for rule-based systems using the defined fuzzy colored Petri nets (FCPN). The major differences between the proposed method and the conventional ones are described as follows. Firstly, weighted inference is taken to realize a more reliable and flexible reasoning manner. Secondly, conformal partitioned matrix theory is utilized to achieve forward concurrent reasoning, improving the inference efficiency. Moreover, tokens are not removed while the enabled transitions are fired, meeting the practical cases. The aforementioned aspects are also the prominent advantages of the proposed approach. A case illustrates that the proposed approach is sound and feasible.
  • Keywords
    Petri nets; fuzzy neural nets; knowledge based systems; conformal partitioned matrix theory; forward concurrent reasoning approach; fuzzy colored Petri net; rule based system; Cognition; Color; Compounds; Mathematical model; Partitioning algorithms; Petri nets; Welding; conformal partitioned matrices; forward concurrent reasoning; fuzzy colored Petri nets(FCPN); rule-based; weight;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation (WCICA), 2010 8th World Congress on
  • Conference_Location
    Jinan
  • Print_ISBN
    978-1-4244-6712-9
  • Type

    conf

  • DOI
    10.1109/WCICA.2010.5554461
  • Filename
    5554461