Abstract
Many phenomena in realistic complex systems can be explained by the synchronisation behavior of complex systems, such as cricket chir** in unison. The synchronisation behavior occurring on a hypernetwork can be used to explain the swarming behavior occurring on a multivariate interacting system, such as the synchronised forwarding of group messages. There is a lack of results related to phase synchronization of hypernetwork in the existing studies on the synchronization behavior of hypernetworks. To address this problem, this paper investigates the node-based and hyperedge-based phase synchronisation of a scale-free hypernetwork using the Kuramoto model with the order parameter r as the synchronisation degree indicator. The comparative analysis reveals that the phase synchronisation of the scale-free hypernetwork is related to the uniformity k of the hypernetwork but not to the number of nodes and hyperedges, and the phase synchronisation based on hyperedges is more likely to occur than that based on nodes as the coupling strength increases. In addition, the degree of phase synchronisation of scale-free hypernetworks is related to the number of new_nodes of newly added nodes when the hyperedge grows during the construction of the hypernetwork, which shows that the smaller the new_nodes is, the better the degree of synchronisation of the hypernetwork is.
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Du, J., Ma, X., Ma, F., Zhou, B., Yu, W. (2023). The Analysis of Phase Synchronisation in the Uniform Scale-Free Hypernetwork. In: Yu, Z., et al. Data Science. ICPCSEE 2023. Communications in Computer and Information Science, vol 1880. Springer, Singapore. https://doi.org/10.1007/978-981-99-5971-6_25
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DOI: https://doi.org/10.1007/978-981-99-5971-6_25
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