• DocumentCode
    145646
  • Title

    Agent-Based Model with Visualization Tool to Study Boundless Connectivity Threshold

  • Author

    Paizen, Bruce ; Kraut, Joshua ; Friesen, Marcia R. ; McLeod, Robert D.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Manitoba, Winnip, MB, Canada
  • Volume
    2
  • fYear
    2014
  • fDate
    10-13 March 2014
  • Firstpage
    305
  • Lastpage
    306
  • Abstract
    Mobility on a traditionally static percolation theory model was investigated. The modification of the percolation theory model to incorporate mobility on the model grid enabled the creation of a simple agent-based model (ABM). This resulted in statistically significant findings that the impact of agent density is inversely related to agent mobility. An interactive graphical user interface (GUI) was developed to provide a visual illustration to convey an intuitive comprehension of the ABM simulation dynamics and processes. The association between mobility and density is visually illustrated by the interactive GUI, which emphasizes patterns that can provide guidance for research into connectedness or connectivity involving percolation models. One application is epizootic modeling. Visualization is an increasingly desired method used by industry and academia. Visualization is employed in many percolation model studies as it quickly narrows down regions of interest that can be further explored using conventional analysis.
  • Keywords
    data visualisation; graphical user interfaces; interactive systems; mobile agents; percolation; ABM simulation dynamics; GUI; agent density; agent mobility; agent-based model; boundless connectivity threshold; epizootic modeling; interactive graphical user interface; model grid; static percolation theory model; visual illustration; visualization tool; Computational modeling; Graphical user interfaces; Lattices; Sociology; Statistics; Tracking; Visualization; Visualization; agent-based model (ABM); epizootic; percolation theory;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Science and Computational Intelligence (CSCI), 2014 International Conference on
  • Conference_Location
    Las Vegas, NV
  • Type

    conf

  • DOI
    10.1109/CSCI.2014.146
  • Filename
    6822357