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The optimal dynamic immunization under a controlled heterogeneous node-based SIRS model

journal contribution
posted on 2016-05-15, 00:00 authored by Luxing YangLuxing Yang, M Draief, X Yang
Dynamic immunizations, under which the state of the propagation network of electronic viruses can be changed by adjusting the control measures, are regarded as an alternative to static immunizations. This paper addresses the optimal dynamical immunization under the widely accepted SIRS assumption. First, based on a controlled heterogeneous node-based SIRS model, an optimal control problem capturing the optimal dynamical immunization is formulated. Second, the existence of an optimal dynamical immunization scheme is shown, and the corresponding optimality system is derived. Next, some numerical examples are given to show that an optimal immunization strategy can be worked out by numerically solving the optimality system, from which it is found that the network topology has a complex impact on the optimal immunization strategy. Finally, the difference between a payoff and the minimum payoff is estimated in terms of the deviation of the corresponding immunization strategy from the optimal immunization strategy. The proposed optimal immunization scheme is justified, because it can achieve a low level of infections at a low cost.

History

Journal

Physica A: statistical mechanics and its applications

Volume

450

Pagination

403 - 415

Publisher

Elsevier

Location

Amsterdam, The Netherlands

ISSN

0378-4371

Language

eng

Publication classification

C1.1 Refereed article in a scholarly journal

Copyright notice

2016, Elsevier