Dual Phase Evolution and Self-organisation in Networks

Authors:
Greg Paperin;David G. Green;Tania G. Leishman
Affiliations:
Faculty of Information Technology, Monash University, Clayton, Australia 3800;Faculty of Information Technology, Monash University, Clayton, Australia 3800;Faculty of Information Technology, Monash University, Clayton, Australia 3800
Venue:
SEAL '08 Proceedings of the 7th International Conference on Simulated Evolution and Learning
Year:
2008

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A dual phase evolution model of adaptive radiation in landscapes

ACAL'07 Proceedings of the 3rd Australian conference on Progress in artificial life

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Abstract

Dual Phase Evolution (DPE) is a widespread natural process in which complex systems adapt and self-organise by switching alternately between two phases: a phase of global interactions and a phase of local interactions. We show that in evolving networks of agents, DPE can give rise to a wide variety of topologies. In particular, it can lead to the spontaneous emergence of stabilising modular structure.