Abstract
Swarms of social insects construct trails and networks of regular traffic via a process of pheromone laying and following. These patterns constitute what is known in brain science as a cognitive map. The main difference lies in the fact that the insects write their spatial memories in the environment, while the mammalian cognitive map lies inside the brain. This analogy can be more than a poetic image, and can be further justified by a direct comparison with the neural processes associated with the construction of cognitive maps in the hippocampus. We investigate via analysis and numerical simulation the formation of trails and networks in a collection of insect-like agents. The agents interact in simple ways which are determined by experiments with real ants
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References
E. O. Wilson, The Insect Societies, Cambridge: Belknam Press, 1971
E. O. Wilson, Sociobiology, Cambridge: Belknam Press, 1975
E. O. Wilson, Animal Behavior 10, 134–164 (1962)
W. J. Freeman, Mass Action in the Nervous System, New York: Academic Press, 1975
B. Holldobler, and E. O. Wilson, The Ants, Cambridge: Belknap (1990)
W. Hangartner, Z. vergl. Physiol. 57, 103 (1967)
R. Beckers, J.–L. Deneubourg, S. Goss. and J. M. Pasteels, Insectes Soc. 373, 258 (1990)
J.–L. Deneubourg, S. Aron, S. Goss and J. M. Pasteels, J. Insect Behav. 32, 159 (1990)
S. Goss, R. Beckers, J.–L. Deneubourg, S. Aron, and J. M. Pasteels, In: Behav¬ioral Mechanisms of Food Selection, Nato ASI Series G20 ( Hughes, ed.) Berlin Heidelberg: Springer–Verlag (1990)
V. Calenbuhr and J.–L. Deneubourg, In: Biological Motion ( W. Alt, and G. Hoffmann,453, Berlin: Springer–Verlag (1990)
V. Calenbuhr and J.–L. Deneubourg, J. Theor. Biol. 158, 359 (1991)
V. Calenbuhr, L. Chretien, J.–L. Deneubourg and C. Detrain, J. Theor. Biol. 158, 395 (1991)
M. M. Millonas, J. Theor. Biol. 159, 529 (1992)
M. M. Millonas, In: Artificial Life III(C. G. Langton, ed.). Santa Fe Insti¬tute Studies in the Sciences of Complexity, Reading, Massachusetts: Addison– Wesley, (1994)
M. M. Millonas, In: Pattern Formation in Physical and Biological Systems(P. Claudis, ed.). Santa Fe Institute Studies in the Sciences of Complexity, Reading, Massachussetts: Addison–Wesley, (1994)
R. P. Evershed, E. D. Morgan and M. C. Cammaerts, Insect Biochem. 12, 383 (1981)
C. Detrain, J. M. Pasteels, and J.–L. Deneubourg, Actes coll. Insectes Sociaux 4, 87 (1988)
S. Gerardy and J. C. Verhaeghe, Actes coll. Insectes Sociaux 4, 235 (1988)
M. A. Wilson and B. L McNaughton, Science 261, 1055 (1993)
M. A. Wilson and B. L McNaughton, Science 265, 679 (1994)
R. Beckers, J.–L. Deneubourg and S. Goss, J. Theor. Biol. 159, 397 (1992)
P. Bäk, C. Tang and K. Weisenfield, Phys. Rev. A 38, 364 (1988)
P. Bäk, K. Chen and M. Creutz, Nature 342, 780 (1989)
N. H. Packard, In: Complexity in Biological Modeling (S. Kelso and M. Shlesinger,(988)
C. G. Langton, Computation at the edge of chaos: Phase transitions and emergent computation, Ph. D. Thesis, University of Michigan, 1991
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Chialvo, D.R., Millonas, M.M. (1995). How Swarms Build Cognitive Maps. In: Steels, L. (eds) The Biology and Technology of Intelligent Autonomous Agents. NATO ASI Series, vol 144. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-79629-6_20
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DOI: https://doi.org/10.1007/978-3-642-79629-6_20
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