• DocumentCode
    2247130
  • Title

    Agents and classifiers a transaction logic approach

  • Author

    Santos, Manuel ; Neves, José ; Belo, Orlando

  • Author_Institution
    Dept. de Inf., Univ. do Minho, Braga, Portugal
  • Volume
    3
  • fYear
    1998
  • fDate
    21-23 Apr 1998
  • Firstpage
    376
  • Abstract
    Presents a transaction logic (IR) formal specification of a distributed architecture for learning classifier systems (LCS) based on a blackboard as a shared database and a set of agents, an architecture that brings parallelism to the LCS functionalities and caters for the distribution of classifiers and associate processes-the DICE system. ℑR captures the behaviour of the system in terms of state changes due to elementary updates embedded in the agent´s transactions. The blackboard is viewed as an active database system and the agents as a transaction bases; that is, sets of active rules and transactions
  • Keywords
    blackboard architecture; distributed processing; formal logic; learning systems; multi-agent systems; software agents; DICE system; active database system; agent transactions; distributed architecture; formal specification; learning classifier systems; shared database; state changes; transaction bases; transaction logic; Artificial intelligence; Distributed databases; Formal specifications; Knowledge representation; Logic; Machine learning; Object oriented databases; Object oriented modeling; Parallel processing; Transaction databases;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Knowledge-Based Intelligent Electronic Systems, 1998. Proceedings KES '98. 1998 Second International Conference on
  • Conference_Location
    Adelaide, SA
  • Print_ISBN
    0-7803-4316-6
  • Type

    conf

  • DOI
    10.1109/KES.1998.725997
  • Filename
    725997