×

Collective evolution under catastrophes. (English) Zbl 1530.92160

Summary: We introduce the following discrete time model. Each site of \(\mathbb{N}\) represents an ecological niche and is assigned a fitness in \((0,1)\). All the sites are updated simultaneously at every discrete time. At any given time the environment may be normal with probability \(p\) or a catastrophe may occur with probability \(1-p\). If the environment is normal the fitness of each site is replaced by the maximum of its current fitness and a random number. If there is a catastrophe the fitness of each site is replaced by a random number. We compute the joint fitness distribution of any finite number of sites at any fixed time. We also show convergence of this system to a stationary distribution. This too is computed explicitly.

MSC:

92D15 Problems related to evolution
60K10 Applications of renewal theory (reliability, demand theory, etc.)

References:

[1] Bak, P., Sneppen, K. (1993). Punctuated equilibrium and criticality in a simple model of evolution. Phys. Rev. Lett. 74(24): 4083-4086. DOI: .
[2] Barnsley, M. F., Elton, J. H. (1988). A new class of markov processes for image encoding. Adv. Appl. Probab. 20(1): 14-32. DOI: . · Zbl 0643.60050
[3] Ben-Ari, I., Schinazi, R. B. (2016). A stochastic model for the evolution of a quasi-species. J. Stat. Phys. 162(2): 415-425. DOI: . · Zbl 1338.92085
[4] Ben-Ari, I., Schinazi, R. B. (2022). Self-similarity in an exchangeable site-dynamics model. J. Stat. Phys. 188(2): article 17. DOI: . · Zbl 1491.60121
[5] Billingsley, P. (1983). The singular function of bold play. Amer. Sci. 71(4): 392-397.
[6] Erdős, P. (1939). On a family of symmetric Bernoulli convolutions. Amer. J. Math. 61(4): 974-976. · JFM 65.1308.01
[7] Port, S. C. (1994). Theoretical Probability for Applications. New York: Wiley. · Zbl 0860.60001
[8] Strichartz, R. S., Taylor, A., Zhang, T. (1995). Densities of self-similar measures on the line. Exp. Math. 4(2): 101-128. DOI: . · Zbl 0860.28005
This reference list is based on information provided by the publisher or from digital mathematics libraries. Its items are heuristically matched to zbMATH identifiers and may contain data conversion errors. In some cases that data have been complemented/enhanced by data from zbMATH Open. This attempts to reflect the references listed in the original paper as accurately as possible without claiming completeness or a perfect matching.