Abstract
Since ants and other social insects have long generation time, it is very difficult for biologists to study the origin of complex social organization by guided evolution (a process where the evolution of a trait can be followed during experimental evolution). Here we use colonies of artificial ants implemented as small mobile robots with simple vision and communication abilities to explore these issues. In this paper, we present results concerning the role of relatedness (genetic similarity) and levels of selection (individual and colony-level selection) on the evolution of cooperation and division of labor in simulated ant colonies. In order to ensure thorough statistical analysis, the evolutionary experiments, herein reported, have been carried out using “minimalist” simulations of the collective robotics evolutionary setup. The results show that altruistic behaviors have low probability of emerging in heterogeneous colonies evolving under individual-level selection and that colonies with high genetic relatedness display better performance.
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References
Hölldobler, B., Wilson, E.: The Ants. Springer, Berlin (1990)
Gadagkar, R.: Survival strategies: cooperation and conflict in animal societies. Harvard University Press, Cambridge (1997)
Wheeler, W.: The social insects: their origin and evolution. Kegan Paul, London (1928)
Hamilton, W.: The genetical evolution of social behavior 2. Journal of Theoretical Biology 7, 17–52 (1964)
Keller, L., Reeve, H.: Dynamics of conflicts within insect societies. In: Levels of Selection in Evolution, pp. 153–175. Princeton University Press, Princeton (1999)
Ratnieks, F., Reeve, H.: Conflict in single-queen hymenopteran societies: the structure of conflict and processes that reduce conflict in advanced eusocial species. Journal of Theoretical Biology 158, 33–65 (1992)
Bourke, A., Franks, N.: Social evolution in ants. Princeton University Press, Princeton (1995)
Sundström, L., Chapuisat, M., Keller, L.: Manipulation of sex ratios by ant workers: A test of kin selection theory. Science 274, 993–995 (1996)
Krieger, M., Billeter, J., Keller, L.: Ant-like task allocation and recruitment in co-operative robots. Nature 406, 992–995 (2000)
Brooks, R.: Challenges for complete creature architectures. In: Meyer, J.A., Wilson, S. (eds.) From animals to animats. First International Conference on Simulation of Adaptive Behavior, pp. 434–443. The MIT Press, Cambridge (1991)
Dugatkin, L., Reeve, H. (eds.): Game Theory and Animal Behavior. Oxford University Press, Oxford (1998)
Axelrod, R., Hamilton, W.: The evolution of cooperation. Science 211, 1390–1396 (1981)
Pepper, J., Smuts, B.: The evolution of cooperation in an ecological context: an agent-based model. In: Kohler, T.A., Gumerman, G.J. (eds.) Dynamics in Human and Primate Societies: Agent-Based Modeling of Social and Spatial Processes, pp. 45–76. Oxford University Press, Oxford (2000)
Caprari, G., Estier, T., Siegwart, R.: Fascination of down scaling - alice the sugar cube robot. Journal of Micro-Mechatronics 1, 177–189 (2002)
Bonabeau, E., Theraulaz, G., Schatz, B., Deneubourg, J.L.: Response threshold model of division of labour in a ponerine ant. Proc. Roy. Soc. London B 265, 327–335 (1998)
Nolfi, S., Floreano, D.: Evolutionary Robotics. The Biology, Intelligence, and Technology of Self-organizing Machines. The MIT Press, Cambridge, Massachusetts (1999)
Keller, L., Ross, K.: Selfish genes: a green beard in the red fire ant. Nature 394, 573–575 (1998)
Keller, L., Chapuisat, M.: Cooperation among selfish individuals in insect colonies. BioScience 49, 899–909 (1999)
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Perez-Uribe, A., Floreano, D., Keller, L. (2003). Effects of Group Composition and Level of Selection in the Evolution of Cooperation in Artificial Ants. In: Banzhaf, W., Ziegler, J., Christaller, T., Dittrich, P., Kim, J.T. (eds) Advances in Artificial Life. ECAL 2003. Lecture Notes in Computer Science(), vol 2801. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-39432-7_14
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DOI: https://doi.org/10.1007/978-3-540-39432-7_14
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