在进化游戏中建模战略性社区间联系
IEEE transactions on cybernetics
|February 6, 2026
概括
代理人在战略上形成联系,影响进化游戏理论的结果. 这种新模型表明,在囚犯困境中可以出现合作,并改变了石头-纸-剪刀游戏的动态.
科学领域:
- 进化游戏理论 进化游戏理论
- 网络科学 网络科学
- 计算社会科学 计算社会科学
背景情况:
- 传统的进化游戏理论 (EGT) 假设静态的,混合良好的种群.
- 现实世界的系统具有基于激励的动态形成/断开连接的代理.
- 现有的模型往往忽视了战略网络形成对进化动态的影响.
研究的目的:
- 引入一个新的框架,将EGT与战略网络形成相结合.
- 为了建模战略和社区间联系的共同演变.
- 分析战略联系如何影响各种游戏中的集体行为.
主要方法:
- 开发了一个基于对稳定的战略连接模型 (SCM).
- 在SCM模型中,用于相互激励和回报改进的双阶段优化.
- 将框架应用于囚犯困境,石纸剪刀和拥堵游戏.
主要成果:
- 社区间的联系显著重塑了人口层面的结果.
- 在特定条件下的囚犯困境中,合作出现并持续存在.
- 岩石-纸-剪刀的动态发生了变化,可能会抑制特征周期.
- 拥堵游戏显示了资源分配和基础设施使用的改善.
结论:
- 战略性的社区间联系对于塑造集体行为至关重要.
- 该框架提供了对不同系统中社区间/社区内动态的洞察.
- 强调在进化模型中考虑战略网络形成的重要性.
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