TY - JOUR
T1 - Socioeconomic agents as active matter in nonequilibrium Sakoda-Schelling models
AU - Zakine, Ruben
AU - Garnier-Brun, Jérôme
AU - Becharat, Antoine Cyrus
AU - Benzaquen, Michael
N1 - Publisher Copyright:
© 2024 American Physical Society.
PY - 2024/4/1
Y1 - 2024/4/1
N2 - How robust are socioeconomic agent-based models with respect to the details of the agents' decision rule We tackle this question by considering an occupation model in the spirit of the Sakoda-Schelling model, historically introduced to shed light on segregation dynamics among human groups. For a large class of utility functions and decision rules, we pinpoint the nonequilibrium nature of the agent dynamics, while recovering an equilibrium-like phase separation phenomenology. Within the mean-field approximation we show how the model can be mapped, to some extent, onto an active matter field description. Finally, we consider nonreciprocal interactions between two populations and show how they can lead to nonsteady macroscopic behavior. We believe our approach provides a unifying framework to further study geography-dependent agent-based models, notably paving the way for joint consideration of population and price dynamics within a field theoretic approach.
AB - How robust are socioeconomic agent-based models with respect to the details of the agents' decision rule We tackle this question by considering an occupation model in the spirit of the Sakoda-Schelling model, historically introduced to shed light on segregation dynamics among human groups. For a large class of utility functions and decision rules, we pinpoint the nonequilibrium nature of the agent dynamics, while recovering an equilibrium-like phase separation phenomenology. Within the mean-field approximation we show how the model can be mapped, to some extent, onto an active matter field description. Finally, we consider nonreciprocal interactions between two populations and show how they can lead to nonsteady macroscopic behavior. We believe our approach provides a unifying framework to further study geography-dependent agent-based models, notably paving the way for joint consideration of population and price dynamics within a field theoretic approach.
U2 - 10.1103/PhysRevE.109.044310
DO - 10.1103/PhysRevE.109.044310
M3 - Article
C2 - 38755798
AN - SCOPUS:85190837529
SN - 2470-0045
VL - 109
JO - Physical Review E
JF - Physical Review E
IS - 4
M1 - 044310
ER -