• DocumentCode
    3577031
  • Title

    Understanding the evolutionary dynamics and adaptation of complex networks

  • Author

    Abbasi, Alireza

  • Author_Institution
    Sch. of Eng. & IT, Univ. of New South Wales (UNSW Australia), Canberra, ACT, Australia
  • fYear
    2014
  • Firstpage
    1
  • Lastpage
    7
  • Abstract
    This study aims to explore the co-evolutionary processes of network structure and state for examining the evolutionary dynamic and adaptation of networks. The study addresses several major areas of network research: network structure dynamics (ie., the longitudinal study of network structure); network evolution mechanisms (ie, variation, selection, retention); actors´ attachment logics (ie, cumulative advantage, embedding, multi-connectivity, homophily); and self-organized network behaviour. Theories and hypotheses from the intersection of network theories, evolutionary theories and complex adaptive systems are drawn and synthesized Finally the co-evolution of local dynamics versus global dynamics of networks over time has been explored through proposing a research framework.
  • Keywords
    complex networks; evolution (biological); network theory (graphs); self-adjusting systems; actor attachment logic; complex network adaptation; evolutionary dynamics; network evolution mechanism; network structure dynamics; self-organized network behaviour; Adaptation models; Adaptive systems; Biological system modeling; Complex networks; Evolution (biology); Adaptation; Attachment logics; Complex network; Evolutionary dynamics; Social network analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Behavior, Economic and Social Computing (BESC), 2014 International Conference on
  • Type

    conf

  • DOI
    10.1109/BESC.2014.7059516
  • Filename
    7059516