Structure-generating mechanisms in agent-based models
R. Vilela Mendes
Abstract
The emergence of dynamical structures in multi-agent systems is analysed. Three different mechanisms are identified, namely: (1) sensitive-dependence and convex coupling, (2) sensitive-dependence and extremal dynamics and (3) interaction through a collectively generated field. The dynamical origin of the emergent structures is traced back either to a modification, by interaction, of the Lyapunov spectrum or to multistable dynamics.
Create a lesson
Related papers
Dynamics-preserving network reductions for ride-pooling paths
Karolin Stiller, Nora Molkenthin
Reconstructing the information processing capacity of physical systems from noisy observations
Shun Kotoku, Rodrigo Martínez-Peña, Takatomo Mihana et al.
Spatio-temporal structures in frog chorus with two species examined by laboratory experiments and mathematical modeling
Kanato Kawaguchi, Ryu Takeda, Ikkyu Aihara
Phase-delays shape multistability and basin sizes in Kuramoto networks: analytical estimates from network structure
Kalel L. Rossi, Antonio Mihara, Lyle E. Muller et al.
Arithmetic of the sync basin for pulse-coupled oscillato
K. P. O'Keeffe
Synchronization Pathways and Resilience in Power Grids
Cook Hyun Kim, Jihye Kim, Sangjoon Park et al.