• DocumentCode
    60481
  • Title

    Agent-Based Modeling of Competitive and Cooperative Behavior Under Conflict

  • Author

    Bristow, Michele ; Liping Fang ; Hipel, Keith W.

  • Author_Institution
    Univ. of Waterloo, Waterloo, ON, Canada
  • Volume
    44
  • Issue
    7
  • fYear
    2014
  • fDate
    Jul-14
  • Firstpage
    834
  • Lastpage
    850
  • Abstract
    A novel agent-based framework for modeling and simulating competitive and cooperative behavior under conflict is proposed. Formal definitions of Nash, general metarational, symmetric metarational, and sequential stability decision rules reflecting human behavior under conflict are presented in this paper. The definitions are inspired by the solution concepts of the graph model for conflict resolution and are conceived for implantation in the proposed agent-based modeling and simulation framework. With these decision rules, competitive and cooperative conflict dynamics are simulated for a theoretical common-pool resources dilemma. Moreover, policies can be tested for their effectiveness in avoiding or recouping from a tragedy of the commons.
  • Keywords
    decision theory; game theory; multi-agent systems; Nash definition; agent-based modeling; common-pool resources dilemma; competitive behavior; competitive conflict dynamics; conflict resolution; cooperative behavior; cooperative conflict dynamics; general metarational; human behavior; sequential stability decision rules; simulation framework; symmetric metarational; Cybernetics; Decision making; Educational institutions; Mathematical model; Stability analysis; Systems engineering and theory; Vectors; Agent-based modeling; graph model for conflict resolution; policy simulation; tragedy of the commons;
  • fLanguage
    English
  • Journal_Title
    Systems, Man, and Cybernetics: Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    2168-2216
  • Type

    jour

  • DOI
    10.1109/TSMC.2013.2282314
  • Filename
    6642102