The Role of Information in Group Formation
Stefano Bennati, Leonard Wossnig, Johannes Thiele
2016
Abstract
A vast body of literature studies problems such as cooperation and coordination in groups, but the reasons why groups exist in the first place and hold together are still not clear: in presence of within-group competition, individuals are better off leaving the group. An environment that is advantageous to groups, e.g. better chances of succeeding at or escaping from predation, seems to play a key role for the existence of groups. Another recurrent explanation in the literature is between-group competition. We argue that information constraints can foster sociable behavior, which in turn is responsible for group creation. We compare, by means of an agent-based simulation, navigation strategies that exploit information about the behavior of others. We find that individuals that have sociable behavior have higher fitness than individualistic individuals for certain environmental configuration.
References
- Dawkins, R. (2006). The selfish gene . Number 199. Oxford university press.
- Duan, W.-Q. and Stanley, H. E. (2010). Fairness emergence from zero-intelligence agents. Physical Review E, 81(2):026104.
- Garnier, S., Gautrais, J., and Theraulaz, G. (2007). The biological principles of swarm intelligence. Swarm Intelligence, 1(1):3-31.
- Grund, T., Waloszek, C., and Helbing, D. (2013). How natural selection can create both self-and other-regarding preferences, and networked minds. Scientific reports .
- Hamilton, W. (1964). The genetical evolution of social behaviour. i.
- Helbing, D. and Yu, W. (2009). The outbreak of cooperation among success-driven individuals under noisy conditions. Proceedings of the National Academy of Sciences, 106(10):3680-3685.
- Mäs, M., Flache, A., Helbing, D., and Bergstrom, C. T. (2010). Individualization as driving force of clustering phenomena in humans. PLoS Comput Biol, 6(10):e1000959-e1000959.
- Montanier, J.-M. and Bredeche, N. (2013). Evolution of altruism and spatial dispersion: an artificial evolutionary ecology approach. In Advances in Artificial Life, ECAL, volume 12, pages 260-267.
- Skyrms, B. (2010). Signals: Evolution, learning, and information. Oxford University Press.
- Smith, J. M. (1964). Group selection and kin selection. Nature, 201:1145-1147.
- Strandburg-Peshkin, A., Twomey, C. R., Bode, N. W., Kao, A. B., Katz, Y., Ioannou, C. C., Rosenthal, S. B., Torney, C. J., Wu, H. S., Levin, S. A., et al. (2013). Visual sensory networks and effective information transfer in animal groups. Current Biology, 23(17):R709-R711.
- Szathmary, E. and Smith, J. M. (2000). The major evolutionary transitions. Shaking the Tree: Readings from, pages 32-47.
Paper Citation
in Harvard Style
Bennati S., Wossnig L. and Thiele J. (2016). The Role of Information in Group Formation . In Proceedings of the 8th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART, ISBN 978-989-758-172-4, pages 231-235. DOI: 10.5220/0005751802310235
in Bibtex Style
@conference{icaart16,
author={Stefano Bennati and Leonard Wossnig and Johannes Thiele},
title={The Role of Information in Group Formation},
booktitle={Proceedings of the 8th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,},
year={2016},
pages={231-235},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005751802310235},
isbn={978-989-758-172-4},
}
in EndNote Style
TY - CONF
JO - Proceedings of the 8th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,
TI - The Role of Information in Group Formation
SN - 978-989-758-172-4
AU - Bennati S.
AU - Wossnig L.
AU - Thiele J.
PY - 2016
SP - 231
EP - 235
DO - 10.5220/0005751802310235