Nonmassive immunization to contain spreading on complex networks

被引:16
|
作者
Costa, Guilherme S. [1 ]
Ferreira, Silvio C. [1 ,2 ]
机构
[1] Univ Fed Vicosa, Dept Fis, BR-36570900 Vicosa, MG, Brazil
[2] Natl Inst Sci & Technol Complex Syst, BR-22290180 Rio De Janeiro, Brazil
关键词
EPIDEMIC PROCESSES; RANDOM GRAPHS; STRATEGIES; SCIENCE;
D O I
10.1103/PhysRevE.101.022311
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
Optimal strategies for epidemic containment are focused on dismantling the contact network through effective immunization with minimal costs. However, network fragmentation is seldom accessible in practice and may present extreme side effects. In this work, we investigate the epidemic containment immunizing population fractions far below the percolation threshold. We report that moderate and weakly supervised immunizations can lead to finite epidemic thresholds of the susceptible-infected-susceptible model on scale-free networks by changing the nature of the transition from a specific motif to a collectively driven process. Both pruning of efficient spreaders and increasing of their mutual separation are necessary for a collective activation. Fractions of immunized vertices needed to eradicate the epidemics which are much smaller than the percolation thresholds were observed for a broad spectrum of real networks considering targeted or acquaintance immunization strategies. Our work contributes for the construction of optimal containment, preserving network functionality through nonmassive and viable immunization strategies.
引用
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页数:10
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