Sociophysics of Intractable Conflicts: Three-Group Dynamics
Miron Kaufman, Hung Diep, Sanda Kaufman, Monte Carlo

TL;DR
This paper extends a sociophysics model to three groups to analyze intractable conflicts, revealing oscillations and chaos in group attitudes, with applications to real-world conflicts like Bosnia and Herzegovina.
Contribution
It introduces a three-group sociophysics model with attractors and chaos, advancing understanding of complex conflict dynamics beyond two-group models.
Findings
Group attitudes oscillate at intermediate temperatures.
Trajectories converge to attractors over time.
Chaotic behavior emerges at high temperatures.
Abstract
We extend a sociophysics model of two-group conflict dynamics to three groups. The model with attractors and chaos is proposed as a tool for exploring and managing intractable conflicts. It can be used to generate scenarios of trajectories and outcomes. We use mean-field theory for long-range interactions to study the time dependence of the three grousp' mean attitudes. We find that at some intermediate temperatures the group mean attitudes oscillate in time. Independent of initial conditions, trajectories converge overtime to an attractor in the three-dimensional space of mean attitudes. We use Monte Carlo simulations to explore short-range group interactions and find chaotic unpredictable time variation of attitudes at high temperatures. For illustrative purposes we apply the model to the Bosnia and Herze-govina conflict.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
