• DocumentCode
    3084999
  • Title

    Designing Self-Organising Emergent Systems based on Information Flows and Feedback-loops

  • Author

    De Wolf, Tom ; Holvoet, Tom

  • Author_Institution
    KU Leuven, Leuven
  • fYear
    2007
  • fDate
    9-11 July 2007
  • Firstpage
    295
  • Lastpage
    298
  • Abstract
    For self-organising emergent solutions, there is no support to explicitly design system-wide information flows and feedback loops in those flows. This is problematic because the problem-solving power mainly resides in coordination between agents which needs information exchange. The flows of inherently decentralised information are essential for emergence. Feedback loops are a prerequisite for self- organisation. The design should explicitly focus on information flows. Otherwise, engineers are overwhelmed by details of decentralised coordination mechanisms such as gradient fields without first looking at the bigger coordination picture. We introduce "Information Flow" as abstraction to design a solution independently of the coordination mechanism details by explicitly identifying information flows and designing feedback-loops. UML 2 activity diagrams are the notation. An automated guided vehicle transportation system shows the usefulness and feasibility.
  • Keywords
    Unified Modeling Language; problem solving; self-adjusting systems; UML; decentralised information; feedback-loops; self-organising emergent systems; system-wide information flows; Adaptive systems; Computer science; Feedback loop; Microscopy; Power engineering and energy; Problem-solving; Programmable control; Transportation; Unified modeling language; Vehicle dynamics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Self-Adaptive and Self-Organizing Systems, 2007. SASO '07. First International Conference on
  • Conference_Location
    Cambridge, MA
  • Print_ISBN
    0-7695-2906-2
  • Type

    conf

  • DOI
    10.1109/SASO.2007.16
  • Filename
    4274916