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Published on: August 15, 2010
Fixation in large populations: a continuous view of a discrete problem
Fabio A C C Chalub1, Max O Souza2
1Departamento de Matemática and Centro de Matemática e Aplicações, Universidade Nova de Lisboa, Quinta da Torre, 2829-516, Caparica, Portugal.
This study develops a new continuous approximation for fixation probability in large populations, revealing selection-driven dynamics beyond weak selection. It redefines evolutionary stable strategies and risk-dominant strategies for finite populations.
Area of Science:
- Evolutionary biology
- Population genetics
- Mathematical modeling
Background:
- Birth-death processes govern evolutionary dynamics in finite populations.
- Existing models often rely on weak-selection approximations, limiting applicability.
- Understanding fixation probability is crucial for evolutionary outcomes.
Purpose of the Study:
- To derive a continuous approximation for fixation probability beyond the weak-selection limit.
- To analyze evolutionary dynamics in large, finite populations with two types.
- To re-examine classical concepts like evolutionary stable strategies (ESS) and risk dominance in finite populations.
Main Methods:
- Derivation of a continuous approximation for fixation probability using birth-death processes.
- Analysis of three emergent regimes: selection-driven, balanced, and quasi-neutral.
- Asymptotic approximations for evolutionary dynamics with one or two equilibria.
- Continuous restatements of ESSN and risk-dominant strategies for large populations.
Main Results:
- A fixation probability approximation valid beyond the weak-selection limit.
- Identification of selection-driven dynamics that can occur with or without weak selection.
- Demonstration that long-term dynamics in large finite populations can differ significantly from infinite population models, even under weak selection.
- The Hawk and Dove game exhibits a 'one-half law' for fixation patterns.
- Restatements of ESSN and risk-dominant strategies yield new insights, including generalized one-third laws and the concept of critical frequency.
Conclusions:
- The derived continuous approximation provides a more comprehensive understanding of fixation dynamics in large, finite populations.
- Finite population effects can lead to substantial deviations from predictions based on infinite population models.
- The redefinition of classical evolutionary concepts in the context of finite populations offers new analytical tools and insights.
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