复制者动态与反进化的游戏在异质种群中的复制者动态
Xiaotong Yu1, Chuang Deng2, Haili Liang1
1School of Mechatronic Engineering and Automation, Shanghai University, Shanghai 200444, China.
Chaos (Woodbury, N.Y.)
|February 10, 2025
概括
在公共产品游戏中合作具有挑战性,参与者多样化. 快速反更新对于促进团体合作和克服众包中的社会困境至关重要.
科学领域:
- 游戏理论 游戏理论
- 社会动力学 社会动力学
- 行为经济学是一种行为经济学.
背景情况:
- 在公共产品游戏中合作至关重要,但由于参与者的异质性而复杂.
- 现有的模型往往简化了人口结构,忽视了微妙的相互作用.
研究的目的:
- 在反进化游戏中研究异质群体中的合作动态.
- 分析知识分子与普通人的影响以及反更新速度对合作的影响.
主要方法:
- 引入了反进化游戏,其中策略和叛逃者的乘法因子共同发展.
- 模拟的异质人群包括知识博和普通人.
- 研究了反更新速度对合作水平的影响.
主要成果:
- 在众包中,充分的合作往往是不可行的,与现实世界的观察保持一致.
- 增加知识博的个人对组织者产生了直接和间接的成本.
- 足够高的反更新速度对于促进小组合作至关重要.
结论:
- 异质性和反机制对公共产品领域的合作有重大影响.
- 优化反更新速度是缓解协作系统中社会困境的关键.
- 结果为加强在复杂的社会和众包环境中的合作提供了实际见解.
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