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Article Dans Une Revue Markov Processes And Related Fields Année : 2011

A stochastic model of evolution

Hervé Guiol
Fabio P. Machado
  • Fonction : Auteur
Rinaldo B. Schinazi
  • Fonction : Auteur

Résumé

We propose a stochastic model for evolution. Births and deaths of species occur with constant probabilities. Each new species is associated with a fitness sampled from the uniform distribution on [0,1]. Every time there is a death event then the type that is killed is the one with the smallest fitness. We show that there is a sharp phase transition when the birth probability is larger than the death probability. The set of species with fitness higher than a certain critical value approach an uniform distribution. On the other hand all the species with fitness less than the critical disappear after a finite (random) time.

Dates et versions

hal-00622151 , version 1 (12-09-2011)

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Hervé Guiol, Fabio P. Machado, Rinaldo B. Schinazi. A stochastic model of evolution. Markov Processes And Related Fields, 2011, 17 (2), pp.253-258. ⟨hal-00622151⟩
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