• DocumentCode
    3144114
  • Title

    Organic Computing – Addressing Complexity by Controlled Self-Organization

  • Author

    Branke, Jurgen ; Mnif, M. ; Muller-Schloer, Christian ; Prothmann, H.

  • Author_Institution
    Univ. Karlsruhe, Karlsruhe
  • fYear
    2006
  • fDate
    15-19 Nov. 2006
  • Firstpage
    185
  • Lastpage
    191
  • Abstract
    In the past, the focus of the computer industry has been to improve hardware performance and add more and more features to the software. As a result, more and more appliances surrounding us are equipped with embedded computational power and wireless communication. As such, they become ever more flexible and multifunctional, and almost indispensable in daily life. On the other hand, the resulting systems become increasingly complex and unreliable, posing new challenges to designer and user. Organic Computing (OC) has the vision to address the challenges of complex distributed systems by making them more life-like (organic), i.e. endowing them with abilities such as self- organization, self-configuration, self-repair, or adaptation. The designer´s task is simplified, because it is no longer necessary to exactly specify the low-level system behavior in all possible situations that might occur, but instead leaving the system with a certain degree of freedom which allows it to react in an intelligent way to new situations. Also, use of such systems is simplified, as they can be controlled by setting few high-level goals, rather than having to manipulate many low-level parameters with unclear influence. In this paper, we give a general introduction to OC, and propose a generic observer-controller architecture as a framework for designing OC systems. Then, it is shown how to use this architecture at the example of a traffic light controller. The paper concludes with a summary and a discussion of future challenges.
  • Keywords
    computational complexity; distributed processing; OC systems design; complex distributed systems; computational complexity; controlled self-organization; embedded computational power; low-level system behavior; observer-controller architecture; organic computing; wireless communication; Communication system control; Computer industry; Computer vision; Control systems; Distributed computing; Embedded computing; Hardware; Home appliances; Software performance; Wireless communication;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Leveraging Applications of Formal Methods, Verification and Validation, 2006. ISoLA 2006. Second International Symposium on
  • Conference_Location
    Paphos
  • Print_ISBN
    978-0-7695-3071-0
  • Type

    conf

  • DOI
    10.1109/ISoLA.2006.19
  • Filename
    4463711