Volume 145, Number 1, January 2024
|Number of page(s)
|Statistical physics and networks
|02 January 2024
Coupled propagation dynamics on complex networks: A brief review
1 Faculty of Intelligent Manufacturing, Wuyi University - Jiangmen 529020, China
2 Tianjin Key Laboratory of Intelligence Computing and Novel Software, Tianjin University of Technology Tianjin 300384, China
3 School of Artificial Intelligence, Tiangong University - Tianjin 300387, China
Received: 20 September 2023
Accepted: 23 November 2023
Coupled propagation dynamics based on complex networks have received widespread attention in recent years. This work reviews the research work related to coupling propagation dynamics on single-layer complex networks, multi-layer complex networks and high-order complex networks. We sort out relevant research results from three aspects: competitive propagation, cooperative propagation and asymmetric coupled propagation, finding that different coupling mechanisms focus on different dynamic properties. The dynamic characteristics such as coexistence threshold in competitive propagation, discontinuous phase transition in cooperative propagation, outbreak threshold and propagation prevalence in asymmetric coupling propagation have been extensively discussed. We conclude by giving some valuable future research topics in coupled propagation dynamics.
© 2024 EPLA
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