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Evolutionary game dynamics of the Wright-Fisher process with different selection intensities
Xian-Jia Wang1, Cui-Ling Gu2, Ji Quan3
1School of Economics and Management, Wuhan University, Wuhan 430072, China; Institute of Systems Engineering, Wuhan University, Wuhan 430072, China.
This study models evolutionary game dynamics in finite populations using a Wright-Fisher process with varying selection intensities. We found fixation probabilities depend on game type and selection intensity, offering insights into strategy evolution.
Area of Science:
- Evolutionary Game Theory
- Population Genetics
- Mathematical Biology
Background:
- Evolutionary game dynamics in finite populations are typically modeled by stochastic processes like the Wright-Fisher model.
- Individual fitness is influenced by environmental factors and the frequency and type of competitors, leading to varied selection intensities.
- Understanding how selection intensities affect strategy fixation is crucial for predicting evolutionary outcomes.
Purpose of the Study:
- To develop a dynamic model of the Wright-Fisher process incorporating different selection intensities for distinct strategies in a 2x2 symmetric game.
- To derive analytical expressions for fixation probabilities under weak selection.
- To specify conditions for natural selection favoring a strategy and for it to be an evolutionary stable strategy (ESS).
Main Methods:
- Developed a dynamic Wright-Fisher process model with differential selection intensities for different strategies.
- Derived analytical expressions for fixation probabilities under weak selection.
- Compared results with the Moran dynamic process and used simulation analysis for prisoner's dilemma, coordination, and coexistence games.
Main Results:
- Fixation probability is determined by both the game matrix and differing selection intensities.
- Conditions for strategy fixation are consistent between the Wright-Fisher and Moran processes.
- In prisoner's dilemma, cooperative strategy fixation probability decreases with its own selection intensity but increases with coordination and coexistence games. It decreases with increasing defection strategy selection intensity across all game types.
Conclusions:
- The developed model provides an effective framework for studying evolutionary dynamics in finite populations with varying selection pressures.
- Selection intensity plays a significant role in determining the fixation probability of strategies, with context-dependent effects observed across different game types.
- The findings offer a nuanced understanding of evolutionary stable strategies and the factors influencing their prevalence.
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