Structure-generating mechanisms in agent-based models

Details Structure-generating mechanisms in agent-based models Structure-generating mechanisms in agent-based models

2000-09-21

arxiv.org/abs/nlin/0009042v1

Physica A 295 (2001) 537-561

Nonlinear Sciences

Adaptation and Self-Organizing Systems

27 pages Latex, 10 figures (.gif)

Scientific paper

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.

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