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Pruning the tree of life: k-core percolation as selection mechanism
Authors:Klimek Peter  Thurner Stefan  Hanel Rudolf
Institution:a Complex Systems Research Group, HNO, Medical University of Vienna, Währinger Gürtel 18-20, A-1090, Austria
b Santa Fe Institute, 1399 Hyde Park Road, Santa Fe, NM 87501, USA
Abstract:We propose a model for evolution aiming to reproduce statistical features of fossil data, in particular the distributions of extinction events, the distribution of species per genus and the distribution of lifetimes, all of which are known to be of power-law type. The model incorporates both species-species interactions and ancestral relationships. The main novelty of this work is to show the feasibility of k-core percolation as a selection mechanism. We give theoretical predictions for the observable distributions, confirm their validity by computer simulation and compare with fossil data. A key feature of the proposed model is a co-evolving fitness landscape determined by the topology of the underlying species interactions, ecological niches emerge naturally. The predicted distributions are independent of the rate of speciation, i.e. whether one adopts an gradualist or punctuated view of evolution.
Keywords:Evolution dynamics  Co-evolution  Fitness landscapes  Mass extinctions  Critical phenomena
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