具有游戏过渡的更高阶进化动态
Yi-Duo Chen1, Zhi-Xi Wu1, Jian-Yue Guan1
1Lanzhou University, Lanzhou Center for Theoretical Physics, Key Laboratory of Theoretical Physics of Gansu Province, Key Laboratory of Quantum Theory and Applications of MoE, Gansu Provincial Research Center for Basic Disciplines of Quantum Physics, Lanzhou 730000, China.
Physical review. E
|August 1, 2025
概括
复杂系统中的高阶相互作用可以促进合作,但它们的比例具有双重效应. 游戏过渡始终促进合作,导致稳定的合作或叛逃状态.
科学领域:
- 复杂系统科学 复杂系统科学
- 游戏理论的游戏理论.
- 进化的动力学.
背景情况:
- 配对交互无法捕捉复杂的系统动态.
- 高阶相互作用显著影响系统进化.
- 了解在社会困境中合作至关重要.
研究的目的:
- 调查游戏转换对高阶囚犯困境游戏中的合作的影响.
- 分析合作系统中高阶交互比例的双重作用.
- 在具有更高阶交互和游戏转换的系统中识别新兴状态.
主要方法:
- 开发一个包含游戏转换的高级囚犯困境游戏模型.
- 游戏动态的理论分析.
- 计算模拟用于验证理论预测.
主要成果:
- 游戏过渡始终促进合作.
- 高级互动的比例表现出双重影响:促进合作或促进叛逃.
- 一致地观察到双稳定状态 (相互叛逃与相互合作/共存).
结论:
- 游戏转换是促进高阶交互网络合作的关键因素.
- 高级交互和游戏转换之间的平衡决定了系统稳定性和合作水平.
- 该研究揭示了复杂的动态,导致持续的合作或叛逃驱动的入侵.
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