Dynamical analysis and optimal control for a malware propagation model in an information network

作者: Linhe Zhu , Hongyong Zhao

DOI: 10.1016/J.NEUCOM.2014.08.060

关键词:

摘要: Abstract With the rapid development of network information technology, networks security has become a very critical issue in our work and daily life. This paper investigates nonlinear malware propagation model wireless sensor (WSNs) based on SIR epidemic model. Sufficient conditions for local stability positive equilibrium point existence Hopf bifurcation are obtained by analyzing associated characteristic equation. Moreover, formulas determining properties bifurcating periodic oscillations derived applying normal form method center manifold theorem. Furthermore, with help Maximum Principle Pontryagin, we design an optimal control strategy previous to extend region reduce density infected nodes WSNs. Finally, conduct extensive simulations evaluate proposed Numerical evidence shows that dynamic characteristics WSNs closely related immune period recovered node rate constant becoming susceptible again after recovered. Besides, obtain effectively improves performance networks.

参考文章(37)
Qingyi Zhu, Xiaofan Yang, Lu-Xing Yang, Chunming Zhang, Optimal control of computer virus under a delayed model Applied Mathematics and Computation. ,vol. 218, pp. 11613- 11619 ,(2012) , 10.1016/J.AMC.2012.04.092
Tailei Zhang, Junli Liu, Zhidong Teng, Dynamic behavior for a nonautonomous SIRS epidemic model with distributed delays Applied Mathematics and Computation. ,vol. 214, pp. 624- 631 ,(2009) , 10.1016/J.AMC.2009.04.029
A. Halanay, Optimal Controls for Systems with Time Lag Siam Journal on Control. ,vol. 6, pp. 215- 234 ,(1968) , 10.1137/0306016
Stefano Zanero, Wireless Malware Propagation: A Reality Check ieee symposium on security and privacy. ,vol. 7, pp. 70- 74 ,(2009) , 10.1109/MSP.2009.142
Wenying Xu, Jinde Cao, Min Xiao, Bifurcation analysis and control in exponential RED algorithm Neurocomputing. ,vol. 129, pp. 232- 245 ,(2014) , 10.1016/J.NEUCOM.2013.09.036
Chongyang Liu, Optimal control for nonlinear dynamical system of microbial fed-batch culture Journal of Computational and Applied Mathematics. ,vol. 232, pp. 252- 261 ,(2009) , 10.1016/J.CAM.2009.06.006
Francesca Guerriero, Antonio Violi, Enrico Natalizio, Valeria Loscri, Carmelo Costanzo, Modelling and solving optimal placement problems in wireless sensor networks Applied Mathematical Modelling. ,vol. 35, pp. 230- 241 ,(2011) , 10.1016/J.APM.2010.05.020
Steven S.W. Lee, Po-Kai Tseng, Alice Chen, Link weight assignment and loop-free routing table update for link state routing protocols in energy-aware internet Future Generation Computer Systems. ,vol. 28, pp. 437- 445 ,(2012) , 10.1016/J.FUTURE.2011.05.003
Tao Dong, Xiaofeng Liao, Hopf-Pitchfork bifurcation in a simplified BAM neural network model with multiple delays Journal of Computational and Applied Mathematics. ,vol. 253, pp. 222- 234 ,(2013) , 10.1016/J.CAM.2013.04.027