Abstract
In behavioural ecology the ‘interference function’ relates the intake rate of a focal forager to the density of conspecifics, and has been (and remains) the subject of extensive theoretical and empirical activity. This paper describes a novel agent-based model of interference characterised by the use of genetic algorithms to evolve foraging behaviours in a spatially explicit environment. This model provides a flexible platform for modelling interference phenomena, and addresses several conceptual and practical problems with orthodox approaches. Its flexibility is demonstrated by an exploration of how, in the context of interference, some instances of individual irrational behaviour can be understood as a consequence of adaptation to a group context.
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References
M.P Hassell and G.C. Varley. New inductive population model for insect parasites and its bearing on biological control. Nature, 223:1133–1136, 1969.
N. Holmgren. The ideal free distribution of unequal competitors: Predictions from a behaviour-based functional response. Journal of Animal Ecology, 64:197–212, 1995.
G.D. Ruxton, W.S.C. Gurney, and A.M. Roos. Interference and generation cycles. Theoretical Population Biology, 42:235–253, 1992.
A.K. Seth. Evolving behavioural choice: An investigation of Herrnstein’s matching law. In D. Floreano, J-D. Nicoud, and F. Mondada, editors, Proceedings of the Fifth European Conference on Artificial Life, pages 225–236. Springer-Verlag, 1999.
A.K. Seth. Unorthodox optimal foraging theory. In J.-A. Meyer, A. Berthoz, D. Floreano, H. Roitblat, and S.W. Wilson, editors, From animals to animats 6: Proceedings of the Sixth International Conference on the Simulation of Adaptive Behavior, pages 471–481, Cambridge, MA, 2000. MIT Press.
R.A. Stillman, J.D. Goss-Custard, and R.W.G. Caldow. Modelling interference from basic foraging behaviour. Journal of Animal Ecology, 66:692–703, 1997.
W.J. Sutherland. Aggregation and the ‘ideal free’ distribution. Journal of Animal Ecology, 52:821–828, 1983.
J. Van der Meer and B.J. Ens. Models of interference and their consequences for the spatial distribution of ideal and free predators. Journal of Animal Ecology, 66:846–858, 1997.
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Seth, A.K. (2001). Spatially Explicit Models of Forager Interference. In: Kelemen, J., SosÃk, P. (eds) Advances in Artificial Life. ECAL 2001. Lecture Notes in Computer Science(), vol 2159. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-44811-X_16
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DOI: https://doi.org/10.1007/3-540-44811-X_16
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