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Dynamical analysis of rumor spreading model in multi-lingual environment and heterogeneous complex networks.

Authors :
Li, Jiarong
Jiang, Haijun
Mei, Xuehui
Hu, Cheng
Zhang, Guoliang
Source :
Information Sciences. Oct2020, Vol. 536, p391-408. 18p.
Publication Year :
2020

Abstract

A novel rumor propagation model with education mechanism is firstly proposed in multi-lingual environment and heterogeneous networks. Firstly, the threshold behaviour and dynamics of model are examined through analyzing the acquired differential equations. Next, based on Routh-Hurwitz judgment, Lyapunov method and LaSalle's invariance principle, the existence and stability of rumor-free/spreading equilibrium points (RFEP/RSEP) are carried out. Furthermore, we found that the educational mechanism has significance influence on rumor spreading through sensitivity analysis. Therefore, the optimal control is presented to optimize the educational mechanism. Additionally, numerical simulations is given to show the correctness of theoretical results. Finally, combine with practice, a model application is presented to verify the effectiveness of the established model and the proposed optimal control. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00200255
Volume :
536
Database :
Academic Search Index
Journal :
Information Sciences
Publication Type :
Periodical
Accession number :
144772963
Full Text :
https://doi.org/10.1016/j.ins.2020.05.037