灾后资源再分配和合作的演变基于双层网络进化游戏.
Yu Chen1,2, Genjiu Xu1,3, Sinan Feng1,2
1School of Mathematics and Statistics, Northwestern Polytechnical University, Xi'an 710072, Shaanxi, China.
Chaos (Woodbury, N.Y.)
|February 2, 2026
概括
有效的灾后恢复需要理解庇护所-受害者合作. 这项研究模拟了这种相互作用,寻找适度的激励来促进合作,而有针对性的惩罚和校准的制裁是抵御能力的关键.
科学领域:
- 复杂系统科学 复杂系统科学
- 灾害管理 灾害管理
- 游戏理论的游戏理论.
背景情况:
- 灾后恢复面临资源短缺和基础设施故障.
- 庇护所和受害者之间的有效协调对于社区的性至关重要.
- 灾难网络中双层行为反的动态尚未得到充分理解.
研究的目的:
- 开发一个双层网络模型,用于庇护所与受害者的互动.
- 分析激励和惩罚对合作的影响.
- 评估加强灾后协调的战略.
主要方法:
- 开发了一个双层网络模型,将资源再分配 (公共产品游戏) 和受害者互动 (进化游戏) 结合起来.
- 在无尺度网络上使用蒙特卡洛模拟.
- 使用来自北京的真实世界避难所数据验证了模型.
主要成果:
- 适度的激励措施 (公共产品的提升,补贴) 促进合作;过度的激励措施导致自由行.
- 可信的惩罚有效地减少了叛逃.
- 对中央庇护所的有针对性的惩罚改善了在资源限制下的合作.
结论:
- 校准的激励措施和可执行的制裁对于促进灾难恢复合作至关重要.
- 关键实体的结构性向可以提高网络的弹性.
- 该模型为改善灾后协调策略提供了实际见解.
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