动态链接对复杂网络合作的影响
Xiaoqian Zhao1, Kaipeng Hu1, Yewei Tao1
1School of Statistics and Mathematics, Yunnan University of Finance and Economics, Kunming 650221, China.
Chaos (Woodbury, N.Y.)
|July 12, 2024
概括
动态网络破坏了在囚犯困境游戏中的合作. 更高的连接节点表现出弹性,但由于网络变化,整体合作随着时间的推移而下降.
科学领域:
- 复杂的系统复杂的系统.
- 网络科学 网络科学
- 游戏理论 游戏理论
背景情况:
- 个人在复杂的社会系统中的动态网络中互动.
- 这些系统中的环境和关系在不断变化.
- 在这些充满活力的环境中,了解合作演变是关键.
研究的目的:
- 调查动态网络中的个人如何在囚犯困境游戏中适应他们的竞争环境.
- 分析随机边缘断裂和重新连接对合作行为的影响.
- 了解不完整信息和不利的当地条件对合作的影响.
主要方法:
- 在动态网络上模拟囚犯的困境游戏.
- 引入随机边缘断裂和重新连接以建模网络变化.
- 在不同的网络条件和时间尺度下分析合作行为的演变.
主要成果:
- 随机的边缘断裂和重新连接严重破坏了合作集群,阻碍了合作.
- 对合作的负面影响在较大的时间尺度上更为明显.
- 具有更高连接性的节点对合作中断的抵御力更强.
结论:
- 动态的网络结构对合作的演变产生了深远的影响.
- 网络拓和变化在促进或抑制合作行为方面发挥着关键作用.
- 高节点连接性可以减轻网络动态对合作的负面影响.
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