Abstract:
Adaptive interactions are an important property of many real-word network systems. A feature of such networks is the change in their connectivity depending on the current states of the interacting elements. In this work, we study the question of how the heterogeneous character of adaptive couplings influences the emergence of new scenarios in the collective behavior of networks. Within the framework of a two-population network of coupled phase oscillators, we analyze the role of various factors of heterogeneous interaction, such as the rules of coupling adaptation and the rate of their change in the formation of various types of coherent behavior of the network. We show that various schemes of heterogeneous adaptation lead to the formation of transient phase clusters of various types.
摘要:
自适应交互是许多实词网络系统的重要属性。这种网络的一个特征是其连通性的变化取决于交互元件的当前状态。在这项工作中,我们研究了自适应耦合的异构特性如何影响网络集体行为中新场景的出现的问题。在耦合相位振荡器的双种群网络的框架内,我们分析了异质相互作用的各种因素的作用,如耦合适应的规则和它们的变化率在网络的各种类型的相干行为的形成。我们证明了各种异构自适应方案会导致形成各种类型的瞬态相位簇。