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Dynamical analysis of rumor spreading model in homogeneous complex networks

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  • Li, Jiarong
  • Jiang, Haijun
  • Yu, Zhiyong
  • Hu, Cheng

Abstract

In this paper, an I2S2R rumor spreading model in complex networks is established and analyzed. Firstly, the threshold value is acquired to identify the existence and stability of rumor-free equilibria state and rumor equilibria state by using the next generation matrix method. Secondly, based on Routh–Hurwitz judgment, Lyapunov stability theory and LaSalle’s invariance principle, the local and global stability of rumor-free/rumor equilibrium points are discussed. Thirdly, the sensitivity analysis about the threshold value is given to analyze the impact of model parameters on rumor propagation. Finally, some numerical simulations are presented to illustrate the validity and feasibility of corresponding results.

Suggested Citation

  • Li, Jiarong & Jiang, Haijun & Yu, Zhiyong & Hu, Cheng, 2019. "Dynamical analysis of rumor spreading model in homogeneous complex networks," Applied Mathematics and Computation, Elsevier, vol. 359(C), pages 374-385.
    • Handle: RePEc:eee:apmaco:v:359:y:2019:i:c:p:374-385
    DOI: 10.1016/j.amc.2019.04.076
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