随机相位复位的网络重构
Network reconstruction from random phase-resetting
摘要:
本文提出了一种新的方法来重建一般振子网络的拓扑结构和相互作用函数。通过重复系统动力学的随机相位重置来构造初始相位和相应的瞬时频率的系综。然后,通过对系综进行适当的平均来揭示网络结构的所需细节。该方法适用于广泛的一类网络与任意紧急动态,包括完全同步。
英文摘要:
We propose a novel method of reconstructing the topology and interaction functions for a general oscillator network. An ensemble of initial phases and the corresponding instantaneous frequencies is constructed by repeating random phase-resets of the system dynamics. The desired details of network structure are then revealed by appropriately averaging over the ensemble. The method is applicable for a wide class of networks with arbitrary emergent dynamics, including full synchrony.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。