Dynamics of Agent Organizations: Application to Modeling Irregular Warfare

  • Authors:
  • Maksim Tsvetovat;Maciej Łatek

  • Affiliations:
  • Center for Social Complexity, George Mason University, Fairfax VA 22030;Center for Social Complexity, George Mason University, Fairfax VA 22030

  • Venue:
  • Multi-Agent-Based Simulation IX
  • Year:
  • 2009

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Abstract

In this paper, we focus on computational modeling of adversarial activities and asymmetric warfare in a tactical setting. As a topic for simulation study, asymmetric warfare is an odd and ill-conditioned problem. Empirical data is scarce or one-sided, while the subject itself presents a constantly adapting and moving target that makes it a strategic priority to conceal its inner workings from the observers. To provide an insight into the dynamics of the asymmetric conflicts, one needs to constrain the model in rigorous social-scientific concepts, including those of organization theory, theory of collective action, and social network analysis. Our model, called NetMason, enables controlled experiments to replicate and analyze alternative policies of disruption of activities of terrorist organizations. In addition, sensitivity analysis with respect to behavioral assumptions can be easily performed.