Front dynamics in fractional-order epidemic models

被引:76
作者
Hanert, Emmanuel [1 ]
Schumacher, Eva [2 ]
Deleersnijder, Eric [1 ,2 ]
机构
[1] Catholic Univ Louvain, ELI, Georges Lemaitre Ctr Earth & Climate Res TECLIM, B-1348 Louvain, Belgium
[2] Catholic Univ Louvain, Inst Mech Mat & Civil Engn, B-1348 Louvain, Belgium
关键词
Fractional-order diffusion; Levy flights; Epidemics spatial spread; Front dynamics; FLIGHT SEARCH PATTERNS; SCALING LAWS; LEVY; DIFFUSION; PROPAGATION; TRANSPORT; CALCULUS; EQUATION;
D O I
10.1016/j.jtbi.2011.03.012
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
A number of recent studies suggest that human and animal mobility patterns exhibit scale-free, Levy-flight dynamics. However, current reaction-diffusion epidemics models do not account for the superdiffusive spread of modern epidemics due to Levy flights. We have developed a SIR model to simulate the spatial spread of a hypothetical epidemic driven by long-range displacements in the infective and susceptible populations. The model has been obtained by replacing the second-order diffusion operator by a fractional-order operator. Theoretical developments and numerical simulations show that fractional-order diffusion leads to an exponential acceleration of the epidemic's front and a power-law decay of the front's leading tail. Our results indicate the potential of fractional-order reaction-diffusion models to represent modern epidemics. (C) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:9 / 16
页数:8
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