模块化(生物学)
模块化设计
理论(学习稳定性)
生态学
生态网络
计算机科学
复杂系统
理论生态学
动力系统理论
生态系统理论
生态稳定性
理论计算机科学
生物
人工智能
进化生物学
生态系统
机器学习
物理
社会学
操作系统
人口学
量子力学
人口
作者
Jacopo Grilli,Tim Rogers,Stefano Allesina
摘要
Abstract Networks composed of distinct, densely connected subsystems are called modular. In ecology, it has been posited that a modular organization of species interactions would benefit the dynamical stability of communities, even though evidence supporting this hypothesis is mixed. Here we study the effect of modularity on the local stability of ecological dynamical systems, by presenting new results in random matrix theory, which are obtained using a quaternionic parameterization of the cavity method. Results show that modularity can have moderate stabilizing effects for particular parameter choices, while anti-modularity can greatly destabilize ecological networks.
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