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System for instability detection and structure estimation of complex network dynamics
System for instability detection and structure estimation of complex network dynamics
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机译：复杂网络动力学的不稳定性检测和结构估计系统
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摘要
Described is a system for predicting system instability. The system can measure the degree of the network's instability due to critical transitions using the leading eigenvalue of the covariance matrix, where the instability measure is invariant to (1) the changes in network structure in terms of addition/removal of nodes and links, and (2) the feedback of the global system stability to the changes in stability. Based on that, the system is operable for providing an estimation of the network's changing connectivity when the network is near critical transitions.
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