Nongaussian fluctuations arising from finite populations: Exact results for the evolutionary Moran process
arXiv:cond-mat/0409656 · doi:10.1103/PhysRevE.71.025101
Abstract
The appropriate description of fluctuations within the framework of evolutionary game theory is a fundamental unsolved problem in the case of finite populations. The Moran process recently introduced into this context [Nowak et al., Nature (London) 428, 646 (2004)] defines a promising standard model of evolutionary game theory in finite populations for which analytical results are accessible. In this paper, we derive the stationary distribution of the Moran process population dynamics for arbitrary games for the finite size case. We show that a nonvanishing background fitness can be transformed to the vanishing case by rescaling the payoff matrix. In contrast to the common approach to mimic finite-size fluctuations by Gaussian distributed noise, the finite size fluctuations can deviate significantly from a Gaussian distribution.
arXiv comment4 pages (2 figs). Published in Physical Review E (Rapid Communications)
References in corpus (14)
- Novel type of phase transition in a system of self-driven particles
- Phase transitions and volunteering in spatial public goods games
- Coevolutionary Dynamics: From Finite to Infinite Populations
- Optimization with Extremal Dynamics
- Active Walker Model for the Formation of Human and Animal Trail Systems
- Self-Organized Segregation within an Evolving Population
- Modelling Collective Opinion Formation by Means of Active Brownian Particles
- A Minimal Model for Tag-based Cooperation
- Similarity based cooperation and spatial segregation
- Stochastic gain in population dynamics
- Molecular Discreteness in Reaction-Diffusion Systems Yields Steady States Not Seen in the Continuum Limit
- Cooperation driven by mutations in multi-person Prisoner's Dilemma
- Self-organization in a simple model of adaptive agents playing 2X2 games with arbitrary payoff matrices
- Evolutionary games and quasispecies
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- Strategy abundance in 2x2 games for arbitrary mutation rates
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- Fixation in Evolutionary Games under Non-Vanishing Selection
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- Replicator equations induced by microscopic processes in nonoverlapping population playing bimatrix games
- Frequency-dependent fitness induces multistability in coevolutionary dynamics
- Drift reversal in asymmetric coevolutionary conflicts: Influence of microscopic processes and population size
- Discrete stochastic processes, replicator and Fokker-Planck equations of coevolutionary dynamics in finite and infinite populations
- Stationary Stability for Evolutionary Dynamics in Finite Populations
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- The Inherent Randomness of Evolving Populations
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- Entropic Equilibria Selection of Stationary Extrema in Finite Populations