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Coevolutionary game dynamics with localized environmental resource feedback
Yi-Duo Chen1, Jian-Yue Guan1, Zhi-Xi Wu1
1Lanzhou University, Lanzhou University, Lanzhou Center for Theoretical Physics, Key Laboratory of Theoretical Physics of Gansu Province, and Key Laboratory of Quantum Theory and Applications of MoE, Lanzhou, Gansu 730000, China and Institute of Computational Physics and Complex Systems, Lanzhou, Gansu 730000, China.
Environmental heterogeneity in evolutionary games can prevent the "tragedy of the commons." Spatial resource dynamics and individual strategies can lead to stable equilibria, avoiding oscillations, especially with clustered patterns.
Area of Science:
- Evolutionary Game Theory
- Ecological Dynamics
- Complex Systems
Background:
- Dynamic environments influence evolutionary game systems.
- Resource availability impacts individual competitiveness and survival.
- Environmental feedback loops are crucial in coevolutionary dynamics.
Purpose of the Study:
- To investigate coevolutionary game dynamics with environmental feedback using a prisoner's dilemma model.
- To explore the impact of spatial resource heterogeneity on game dynamics.
- To identify conditions that prevent the 'oscillatory tragedy of the commons'.
Main Methods:
- Introduction of spatial heterogeneity of resources into the prisoner's dilemma game.
- Simulation of coevolutionary dynamics on square lattices.
- Analysis of environmental feedback between strategies and resource update rates.
Main Results:
- High influence of strategies on resource update rates in heterogeneous environments can lead to stable equilibrium.
- Self-organized clustered patterns emerge on lattices, enhancing system stability.
- The transition to equilibrium is robust across various parameters like cooperator strength, initial distribution, size, structure, and noise.
Conclusions:
- Spatial heterogeneity and strong strategy-resource feedback can avert the oscillatory tragedy of the commons.
- Clustered patterns in spatial evolutionary games promote system stability.
- The findings offer insights into maintaining cooperation and resource sustainability in dynamic environments.
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