A formalism for multi-level emergent behaviours in designed component-based systems and agent-based simulations.
Understanding Complex Systems
101 - 114.
There currently exists no means of specifying or analysing specific emergent behaviours in designed multi-component systems. For this reason, important questions about the lower level mechanisms giving rise to emergent behaviours cannot be resolved. We provide a compositional definition of behaviours in terms of complex events, which can be defined at multiple levels of abstraction and related hierarchically. Based on existing theories of emergence, we also distinguish complex events that constitute emergent behaviours and those that do not. We describe how such emergent behaviours can be analysed by decomposition in terms of their underlying mechanisms.
|Title:||A formalism for multi-level emergent behaviours in designed component-based systems and agent-based simulations|
|UCL classification:||UCL > School of Life and Medical Sciences > Faculty of Life Sciences > Biosciences (Division of) > Structural and Molecular Biology
UCL > School of BEAMS > Faculty of Engineering Science > Computer Science
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