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Noise-guided evolution within cyclical interactions

Matjaž Perc et al 2007 New J. Phys. 9 267   doi: 10.1088/1367-2630/9/8/267  Help

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Matjaž Perc1,3 and Attila Szolnoki2
1 Department of Physics, Faculty of Natural Sciences and Mathematics, University of Maribor, Koroška cesta 160, SI-2000 Maribor, Slovenia
2 Research Institute for Technical Physics and Materials Science, PO Box 49, H-1525 Budapest, Hungary
3 Author to whom any correspondence should be addressed.
E-mail: matjaz.perc@uni-mb.si and szolnoki@mfa.kfki.hu

Abstract. We study a stochastic predator–prey model on a square lattice, where each of the six species has two superior and two inferior partners. The invasion probabilities between species depend on the predator–prey pair and are supplemented by Gaussian noise. Conditions are identified that warrant the largest impact of noise on the evolutionary process, and the results of Monte Carlo simulations are qualitatively reproduced by a four-point cluster dynamical mean-field approximation. The observed noise-guided evolution is deeply routed in short-range spatial correlations, which is supported by simulations on other host lattice topologies. Our findings are conceptually related to the coherence resonance phenomenon in dynamical systems via the mechanism of threshold duality. We also show that the introduced concept of noise-guided evolution via the exploitation of threshold duality is not limited to predator–prey cyclical interactions, but may apply to models of evolutionary game theory as well, thus indicating its applicability in several different fields of research.

Received 31 May 2007
Published 15 August 2007

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