Stochastic differential equations for evolutionary dynamics with demographic noise and mutations

Traulsen, Arne, Claussen, Jens Christian and Hauert, Christoph (2012). Stochastic differential equations for evolutionary dynamics with demographic noise and mutations. Physical Review E - Statistical, Nonlinear, and Soft Matter Physics, 85 (4),

Abstract

We present a general framework to describe the evolutionary dynamics of an arbitrary number of types in finite populations based on stochastic differential equations (SDEs). For large, but finite populations this allows us to include demographic noise without requiring explicit simulations. Instead, the population size only rescales the amplitude of the noise. Moreover, this framework admits the inclusion of mutations between different types, provided that mutation rates μ are not too small compared to the inverse population size 1/N. This ensures that all types are almost always represented in the population and that the occasional extinction of one type does not result in an extended absence of that type. For μN 1 this limits the use of SDEs, but in this case there are well established alternative approximations based on time scale separation. We illustrate our approach by a rock-scissors-paper game with mutations, where we demonstrate excellent agreement with simulation based results for sufficiently large populations. In the absence of mutations the excellent agreement extends to small population sizes.

Publication DOI: https://doi.org/10.1103/PhysRevE.85.041901
Divisions: Engineering & Applied Sciences
Additional Information: ©2012 American Physical Society
Uncontrolled Keywords: Statistical and Nonlinear Physics,Statistics and Probability,Condensed Matter Physics
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Related URLs: http://www.scop ... tnerID=8YFLogxK (Scopus URL)
https://journal ... sRevE.85.041901 (Publisher URL)
Published Date: 2012-04-03
Authors: Traulsen, Arne
Claussen, Jens Christian ( 0000-0002-9870-4924)
Hauert, Christoph

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