• DocumentCode
    2145582
  • Title

    Decentralized Reconfiguration for Self-Organizing Resource-Flow Systems Based on Local Knowledge

  • Author

    Anders, Gerrit ; Seebach, Hella ; Nafz, Florian ; Steghofer, Jan-Philipp ; Reif, Wolfgang

  • Author_Institution
    Inst. for Software & Syst. Eng., Augsburg Univ., Augsburg, Germany
  • fYear
    2011
  • fDate
    27-29 April 2011
  • Firstpage
    20
  • Lastpage
    31
  • Abstract
    The introduction of self-organization into a system promises, among other things, to reduce the system´s complexity and to increase the system´s robustness against failures and its adaptability to changes in its environment. An example for systems that profit from self-organization are resource-flow systems, e.g., production lines. Such systems are characterized by a number of independent agents that process resources by applying capabilities according to a given task. This paper introduces a decentralized reconfiguration mechanism that restructures a part of a resource-flow system in case of a failure. In order to do so, agents coordinate based on local knowledge and combine themselves into groups which are called coalitions. Each coalition then tries to restore the system´s functionality, returning a previously consistent and correct system to a new consistent state, thus re-enabling correct processing of resources. As only local coalitions are formed, the parts of the system not involved in the reconfiguration process stay functional, meaning that the overall system does not come to a standstill.
  • Keywords
    knowledge management; multi-agent systems; resource allocation; decentralized reconfiguration mechanism; local coalitions; local knowledge; self-organizing resource-flow systems; Algorithm design and analysis; Guidelines; Mobile robots; Monitoring; Production; Resource management; Coalition Formation; Decentralized Reconfiguration; Multi-Agent Systems; Self-Organization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering of Autonomic and Autonomous Systems (EASe), 2011 8th IEEE International Conference and Workshops on
  • Conference_Location
    Las Vegas, NV
  • Print_ISBN
    978-1-4577-0309-6
  • Type

    conf

  • DOI
    10.1109/EASe.2011.8
  • Filename
    5946182