Abstract
This paper presents an agent based model of the Aedes aegypti mosquito showing not only population dynamics but also the Dengue disease propagation in both the vector and host populations (mosquitoes and humans, respectively); this study will focus on the latter aspect. The agents model the main aspects of the mosquito’s ecology and behavior, while the environmental components are implemented as a layer of dynamic elements obeying to physical laws. Model verification was performed through examination of simulation parameters variation and qualitative assessment with existing models and simulations. The agent based modeling and simulation platform used was the LAIS simulator.
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References
Senior, K.: Climate change and infectious disease: a dangerous liaison. The Lancet Infectious Diseases 8(2), 92–93 (2008)
Isidoro, C., Fachada, N., Barata, F., Rosa, A.: Agent-based model of aedes aegypti population dynamics. In: Lopes, L.S., Lau, N., Mariano, P., Rocha, L.M. (eds.) EPIA 2009. LNCS (LNAI), vol. 5816, pp. 53–64. Springer, Heidelberg (2009)
Helleboogh, A., Vizzari, G., Uhrmacher, A., Michel, F.: Modeling dynamic environments in multi-agent simulation. Autonomous Agents and Multi-Agent Systems 14(1), 87–116 (2007)
Ross, R.: The Prevention of Malaria (1911)
Macdonald, G.: The analysis of equilibrium in malaria. Trop. Dis. Bull. 49(9), 813–829 (1952)
Macdonald, G.: The epidemiology and control of malaria (1957)
Eisenberg, J., Reisen, W., Spear, R.: Dynamic model comparing the bionomics of two isolated Culex tarsalis (Diptera: Culicidae) populations: model development. Journal of Medical Entomology 32(2), 83–97 (1995)
Eisenberg, J., Reisen, W., Spear, R.: Dynamic model comparing the bionomics of two isolated Culex tarsalis (Diptera: Culicidae) populations: sensitivity analysis. Journal of Medical Entomology 32(2), 98–106 (1995)
Alto, B., Juliano, S.: Precipitation and temperature effects on populations of Aedes albopictus (Diptera: Culicidae): implications for range expansion. Journal of Medical Entomology 38(5), 646–656 (2001)
Ahumada, J., Lapointe, D., Samuel, M.: Modeling the population dynamics of Culex quinquefasciatus (Diptera: Culicidae), along an elevational gradient in Hawaii. Journal of Medical Entomology 41(6), 1157–1170 (2004)
Focks, D., Haile, D., Daniels, E., Mount, G.: Dynamic life table model of a container-inhabiting mosquito, Aedes aegypti (L.)(Diptera: Culicidae). Part 1. Analysis of the literature and model development. Journal of Medical Entomology 30, 1003–1017 (1993)
Focks, D., Haile, D., Daniels, E., Mount, G.: Dynamic life table model of a container-inhabiting mosquito, Aedes aegypti (L.)(Diptera: Culicidae). Part 2. Simulation results and validation. Journal of Medical Entomology 30, 1018–1028 (1993)
Deng, C., Tao, H., Ye, Z.: Agent-based modeling to simulate the dengue spread 7143, 714310 (2008)
Thomas, D., Donnelly, C., Wood, R., Alphey, L.: Insect population control using a dominant, repressible, lethal genetic system. Science 287 (5462), 2474–2476
Atkinson, M., Su, Z., Alphey, N., Alphey, L., Coleman, P., Wein, L.: Analyzing the control of mosquito-borne diseases by a dominant lethal genetic system. Proceedings of the National Academy of Sciences 104(22), 9540–9546 (2007)
Esteva, L., Mo Yang, H.: Mathematical model to assess the control of Aedes aegypti mosquitoes by the sterile insect technique. Mathematical Biosciences 198(2), 132–147 (2005)
Li, J.: Simple mathematical models for interacting wild and transgenic mosquito populations. Mathematical Biosciences 189(1), 39–59 (2004)
Maiti, A., Patra, B., Samanta, G.: Sterile insect release method as a control measure of insect pests: A mathematical model. Journal of Applied Mathematics and Computing 22(3), 71–86 (2006)
Fachada, N.: Agent-based Simulation of the Immune System. Master’s thesis, Instituto Superior Técnico, Lisboa (July 2008)
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Isidoro, C., Fachada, N., Barata, F., Rosa, A. (2011). Agent-Based Model of Dengue Disease Transmission by Aedes aegypti Populations. In: Kampis, G., Karsai, I., Szathmáry, E. (eds) Advances in Artificial Life. Darwin Meets von Neumann. ECAL 2009. Lecture Notes in Computer Science(), vol 5777. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-21283-3_43
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DOI: https://doi.org/10.1007/978-3-642-21283-3_43
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