Abstract
The dynamics of simple discrete-time epidemic models without disease-induced mortality are typically characterized by global transcritical bifurcation. We prove that in corresponding models with disease-induced mortality a tiny number of infectious individuals can drive an otherwise persistent population to extinction. Our model with disease-induced mortality supports multiple attractors. In addition, we use a Ricker recruitment function in an SIS model and obtained a three component discrete Hopf (Neimark–Sacker) cycle attractor coexisting with a fixed point attractor. The basin boundaries of the coexisting attractors are fractal in nature, and the example exhibits sensitive dependence of the long-term disease dynamics on initial conditions. Furthermore, we show that in contrast to corresponding models without disease-induced mortality, the disease-free state dynamics do not drive the disease dynamics.
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References
Allen L.J.S., Burgin A.M.: Comparison of deterministic and stochastic SIS and SIR models in discrete-time. Math. Biosci. 163, 1–33 (2000)
Allen L.J.S.: Some discrete-time SI, SIR and SIS epidemic models. Math. Biosci. 124, 83–105 (1994)
Alligood K., Sauer T., Yorke J.A.: Chaos: An Introduction to Dynamical Systems. Springer, New York (1996)
Anderson R.M., May R.M.: Infectious Diseases of Humans: Dynamics and Control. Oxford University Press, Oxford (1992)
Bailey N.T.J.: The Mathematical Theory of Infectious Diseases and its Applications. Griffin, London (1975)
Berezovsky F., Karev C., Song B., Castillo-Chavez C.: A simple model with surprising dynamics. Math. Biosci. Eng. 2, 133–152 (2005)
Berezovsky F., Novozhilov S., Karev G.: Population models with singular equilbrium. Math. Biosci. 208, 270–299 (2007)
Beverton R.J.H., Holt S.J.: On the Dynamics of Exploited Fish Populations. Fish. Invest. Ser. II, H. M. Stationery Office, London (1957)
Castillo-Chavez C., Yakubu A.: Dispersal, disease and life-history evolution. Math. Biosci. 173, 35–53 (2001)
Castillo-Chavez C., Yakubu A.: Discrete-time S-I-S models with complex dynamics. Nonlinear Anal. 47, 4753–4762 (2001)
Castillo-Chavez C., Yakubu A.A.: Intraspecific competition, dispersal and disease dynamics in discrete-time patchy environments. In: Castillo-Chavez, C., Blower, S., van den Driessche, P., Kirschner, D., Yakubu, A.-A. (eds) Mathematical Approaches for Emerging and Reemerging Infectious Diseases: An Introduction to Models, Methods and Theory, pp. 165–181. Springer, New York (2002)
Cull P.: Local and global stability for population models. Biol. Cybern. 54, 141–149 (1986)
Elaydi S.N., Yakubu A.-A.: Global stability of cycles: Lotka-Volterra competition model with stocking. J. Difference Equ. Appl. 8, 537–549 (2002)
Feng Z., Castillo-Chavez C., Capurro A.F.: A model for tuberculosis with exogenous reinfection. Theor. Pop. Biol. 57, 235–247 (2000)
Franke J.E., Yakubu A.-A.: Population models with periodic recruitment functions and survival rates. J. Difference Equ. Appl. 11, 1169–1184 (2005)
Franke J.E., Yakubu A.-A.: Discrete-Time SIS Epidemic Model In a Seasonal Environment. SIAM J. Appl. Math. 66(5), 1563–1587 (2006)
Hadeler K.P., Castillo-Chavez C.: A core group model for disease transmission. Math. Bisoci. 128, 41–55 (1995)
Hadeler K.P., van den Driessche P.: Backward bifurcation in epidemic control. Math. Biosci. 146, 15–35 (1997)
Hassell M.P., Lawton J.H., May R.M.: Patterns of dynamical behavior in single species populations. J. Animal Ecol. 45, 471–486 (1976)
Hsu S.-B., Hwang T.-W., Kuang Y.: Global analysis of the Michaelis-Menten type ratio-dependent predator-prey system. J. Math. Biol. 432, 489–506 (2001)
Hwang T.-W., Kuang Y.: Deterministic extinction effect in parasites on host populations. J. Math. Biol. 46, 17–30 (2003)
Kermack W.O., McKendrick A.G.: A contribution to the mathematical theory of epidemics. Proc. R. Soc. Lond. Ser. A 138, 55–83 (1932)
Kuang Y., Beretta E.: Global qualitative analysis of a ratio-dependent predator-prey system. J. Math. Biol. 36, 389–406 (1998)
May R.M., Oster G.F.: Bifurcations and dynamic complexity in simple ecological models. Am. Nat. 110, 573–579 (1976)
May R.M.: Simple mathematical models with very complicated dynamics. Nature 261, 459–469 (1977)
May R.M.: Stability and Complexity in Model Ecosystems. Princeton University Press, Princeton (1974)
Nicholson A.J.: Compensatory reactions of populations to stresses, and their evolutionary significance. Aust. J. Zool. 2, 1–65 (1954)
Ricker W.E.: Stock recruitment. J. Fish. Res. Board Canada II 5, 559–623 (1954)
Rios-Soto, K., Castillo-Chavez, C., Neubert, M., Titi, E., Yakubu, A.: Epidemic spread in populations at demographic equilibrium. Contemporary Mathematics, AMS volume 410, Mathematical Studies on Human Disease Dynamic: Emerging Paradigms and Challenges, pp. 297–309 (2006)
Ross R.: The Prevention of Malaria. Murray, London (1911)
Sacker R.S.: A new approach to the perturbation theory of invariant surfaces. Comm. Pure Appl. Math. 18, 717–732 (1965)
van den Driessche P., Watmough J.: A simple SIS epidemic model with a backward bifurcation. J. Math. Biol. 40, 525–540 (2000)
Yakubu A.-A.: Allee effects in a discrete-time SIS epidemic model with infected newborns. J. Difference Equ. Appl. 13, 341–356 (2007)
Yakubu A.-A., Fogarty M.: Spatially discrete metapopulation models with directional dispersal. Math. Biosci. 204, 68–101 (2006)
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Franke, J.E., Yakubu, AA. Disease-induced mortality in density-dependent discrete-time S-I-S epidemic models. J. Math. Biol. 57, 755–790 (2008). https://doi.org/10.1007/s00285-008-0188-9
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DOI: https://doi.org/10.1007/s00285-008-0188-9