Multiple stable recurrent outbreaks and predictability in seasonally forced nonlinear epidemic models
- PMID: 4031698
- DOI: 10.1007/BF00276232
Multiple stable recurrent outbreaks and predictability in seasonally forced nonlinear epidemic models
Abstract
A seasonally forced nonlinear SEIR epidemic model is used to simulate small and large amplitude periodic outbreaks. The model is shown to exhibit bistable behavior for a fixed set of parameters. Basins of attraction for each recurrent outbreak are computed, and it is shown that the basins of two coexisting stable outbreaks are intertwined in a complicated manner. The effect of such a basin structure is shown to result in an obstruction in predicting asymptotically the type of outbreak given an uncertainty in the initial population of susceptibles and infectives.
Similar articles
-
Small amplitude, long period outbreaks in seasonally driven epidemics.J Math Biol. 1992;30(5):473-91. doi: 10.1007/BF00160532. J Math Biol. 1992. PMID: 1578191
-
Seasonality and period-doubling bifurcations in an epidemic model.J Theor Biol. 1984 Oct 21;110(4):665-79. doi: 10.1016/s0022-5193(84)80150-2. J Theor Biol. 1984. PMID: 6521486
-
The effect of using different types of periodic contact rate on the behaviour of infectious diseases: a simulation study.Comput Biol Med. 2007 Nov;37(11):1582-90. doi: 10.1016/j.compbiomed.2007.02.007. Epub 2007 Apr 23. Comput Biol Med. 2007. PMID: 17452036
-
Infinite subharmonic bifurcation in an SEIR epidemic model.J Math Biol. 1983;18(3):233-53. doi: 10.1007/BF00276090. J Math Biol. 1983. PMID: 6663207
-
Spatial heterogeneity, nonlinear dynamics and chaos in infectious diseases.Stat Methods Med Res. 1995 Jun;4(2):160-83. doi: 10.1177/096228029500400205. Stat Methods Med Res. 1995. PMID: 7582203 Review.
Cited by
-
Networks and epidemic models.J R Soc Interface. 2005 Sep 22;2(4):295-307. doi: 10.1098/rsif.2005.0051. J R Soc Interface. 2005. PMID: 16849187 Free PMC article. Review.
-
Stochasticity in staged models of epidemics: quantifying the dynamics of whooping cough.J R Soc Interface. 2010 Aug 6;7(49):1219-27. doi: 10.1098/rsif.2009.0514. Epub 2010 Feb 17. J R Soc Interface. 2010. PMID: 20164086 Free PMC article.
-
Chaos analysis and explicit series solutions to the seasonally forced SIR epidemic model.J Math Biol. 2019 Jun;78(7):2235-2258. doi: 10.1007/s00285-019-01342-7. Epub 2019 Feb 26. J Math Biol. 2019. PMID: 30809691
-
Impact of vaccination on the spatial correlation and persistence of measles dynamics.Proc Natl Acad Sci U S A. 1996 Oct 29;93(22):12648-53. doi: 10.1073/pnas.93.22.12648. Proc Natl Acad Sci U S A. 1996. PMID: 8901637 Free PMC article.
-
Mass vaccination to control chickenpox: the influence of zoster.Proc Natl Acad Sci U S A. 1996 Jul 9;93(14):7231-5. doi: 10.1073/pnas.93.14.7231. Proc Natl Acad Sci U S A. 1996. PMID: 8692974 Free PMC article.