Skip to main content
Log in

Self-Organization in Primates: Understanding the Rules Underlying Collective Movements

  • Published:
International Journal of Primatology Aims and scope Submit manuscript

Abstract

Patterns of collective movements, such as the distribution of leadership and the organization of individuals, may be either homogeneously (no leader, no specific order), or heterogeneously (1 or several leaders, and a highly stable order) distributed. Members of a group need to synchronize their activities and coordinate their movements, despite the fact that they differ in physiological or morphological traits. The degree of difference in these traits may affect their decision-making strategy. We demonstrate how a theoretical model based on a variation of a simple mimetic rule, i.e., an amplification process, can result in each of the various collective movement patterns and decision-making strategies observed in primates and other species. We consider cases in which 1) the needs of different individuals are identical and social relationships are equivalent between group members, 2) the needs of individuals are different and social relationships are equivalent, and 3) the needs of individuals are different and social relationships are different. Finally, 4) we assess how the synergy between 2 mimetism rules, specifically the probability of joining a movement and that of canceling an initiation, allows group members to stay synchronized and cohesive. Our models suggest that similar self-organized processes have been selected as reliable and well-adapted means for optimal collective decisions across species, despite differences in their biological and social characteristics.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  • Alexander, R. D. (1974). The evolution of social behavior. Annual Review of Ecology and Systematics, 5, 325–383.

    Article  Google Scholar 

  • Amé, J., Halloy, J., Rivault, C., Detrain, C., & Deneubourg, J. L. (2006). Collegial decision making based on social amplification leads to optimal group formation. Proceedings of the National Academy of Sciences of the USA, 103, 5835–5840.

    Article  PubMed  Google Scholar 

  • Bazazi, S., Buhl, J., Hale, J. J., Anstey, M. L., Sword, G. A., Simpson, S. J., et al. (2008). Collective motion and cannibalism in locust migratory bands. Current Biology, 18, 735–739.

    Article  PubMed  CAS  Google Scholar 

  • Boinski, S., & Garber, P. A. (2000). On the move: How and why animals travel in groups. Chicago: University of Chicago Press.

    Google Scholar 

  • Bousquet, C. A. H., Sumpter, D. J. T., & Manser, M. B. (2010). Moving calls: A vocal mechanism underlying quorum decisions in cohesive groups. Proceedings of the Royal Society of London B: Biological Sciences. doi:10.1098/rspb.2010.1739.

  • Byrne, R. W., & Whiten, A. (1988). Machiavellian intelligence: Social expertise and the evolution of intellect in monkeys, apes, and humans. Oxford: Clarendon.

    Google Scholar 

  • Cairns, S. J., & Schwager, S. J. (1987). A comparison of association indices. Animal Behaviour, 35, 1454–1469.

    Article  Google Scholar 

  • Camazine, S., Deneubourg, J., Franks, N. R., Sneyd, J., Theraula, G., & Bonabeau, E. (2003). Self-organisation in biological systems. Princeton: Princeton University Press.

    Google Scholar 

  • Conradt, L. (1998). Could asynchrony in activity between the sexes cause intersexual social segregation in ruminants? Proceedings of the Royal Society of London B: Biological Sciences, 265, 1359–1363.

    Article  CAS  Google Scholar 

  • Conradt, L., & Roper, T. J. (2000). Activity synchrony and social cohesion: a fission-fusion model. Proceedings of the Royal Society of London B: Biological Sciences, 267, 2213–2218.

    Article  CAS  Google Scholar 

  • Conradt, L., & Roper, T. (2005). Consensus decision making in animals. Trends in Ecology & Evolution, 20, 449–456.

    Article  Google Scholar 

  • Conradt, L., & Roper, T. J. (2010). Deciding group movements: Where and when to go. Behavioral Processes, 84, 675–677.

    Google Scholar 

  • Couzin, I. D., & Krause, J. (2003). Self-organisation and collective behavior in vertebrates. In Advances in the study of animal behaviour (vol. 32, pp. 1–75). San Diego: Academic Press.

  • Couzin, I. D., Krause, J., Franks, N. R., & Levin, S. A. (2005). Effective leadership and decision-making in animal groups on the move. Nature, 433, 513–516.

    Article  PubMed  CAS  Google Scholar 

  • Croft, D. P., Arrowsmith, B. J., Bielby, J., Skinner, K., White, E., Couzin, I. D., et al. (2003). Mechanisms underlying shoal composition in the Trinidadian guppy, Poecilia reticulata. Oikos, 100, 429–438.

    Article  Google Scholar 

  • Croft, D. P., Krause, J., & James, R. (2004). Social networks in the guppy (Poecilia reticulata). Proceedings of the Royal Society of London B: Biological Sciences, 271, S516–S519.

    Article  Google Scholar 

  • Croft, D. P., James, R., Ward, A. J. W., Botham, M. S., Mawdsley, D., & Krause, J. (2005). Assortative interactions and social networks in fish. Oecologia, 143, 211–219.

    Article  PubMed  CAS  Google Scholar 

  • de Marco, A., Petit, O., & Visalberghi, E. (2008). The repertoire and social function of facial displays in Cebus capucinus. International Journal of Primatology, 29, 469–486.

    Article  Google Scholar 

  • Deneubourg, J. L., & Goss, S. (1989). Collective patterns and decision-making. Ethology Ecology & Evolution, 1, 295–311.

    Article  Google Scholar 

  • Detrain, C., & Deneubourg, J. (2006). Self-organised structures in a superorganism: Do ants “behave” like molecules? Physics of Life Reviews, 3, 162–187.

    Article  Google Scholar 

  • Dussutour, A., Deneubourg, J. L., & Fourcassie, V. (2005). Amplification of individual preferences in a social context: the case of wall-following in ants. Proceedings of the Royal Society B: Biological Sciences, 272, 705–714.

    Google Scholar 

  • Dyer, J. R., Johansson, A., Helbing, D., Couzin, I. D., & Krause, J. (2009). Leadership, consensus decision making and collective behaviour in humans. Philosophical Transactions of the Royal Society of London B: Biological Sciences, 364, 781–789.

    Article  Google Scholar 

  • Fellowes, M. D. E. (1998). Do non-social insects get the (kin) recognition they deserve? Ecological Entomology, 23, 223–227.

    Article  Google Scholar 

  • Fischhoff, I. R., Sundaresan, S. R., Cordingley, J., Larkin, H. M., Sellier, M., & Rubenstein, D. I. (2007). Social relationships and reproductive state influence leadership roles in movements of plains zebra, Equus burchellii. Animal Behaviour, 73, 825–831.

    Article  Google Scholar 

  • Gautrais, J., Michelena, P., Sibbald, A., Bon, R., & Deneubourg, J. (2007). Allelomimetic synchronization in Merino sheep. Animal Behaviour, 74, 1443–1454.

    Article  Google Scholar 

  • Gueron, S., Levin, S., & Rubenstein, D. (1996). The dynamics of herds: from individuals to aggregations. Journal of Theoretical Biology, 182, 85–98.

    Article  Google Scholar 

  • Hauser, M. D., Carey, S., & Hauser, L. B. (2000). Spontaneous number representation in semi-free-ranging rhesus monkeys. Proceedings of the Royal Society of London B: Biological Sciences, 267, 829–833.

    Article  CAS  Google Scholar 

  • Helbing, D., Schweitzer, F., Keltsch, J., & Molnár, P. (1997). Active walker model for the formation of human and animal trail systems. Physical Review E, 56, 2527.

    Article  CAS  Google Scholar 

  • Helbing, D., Farkas, I., & Vicsek, T. (2000). Simulating dynamical features of escape panic. Nature, 407, 487–490.

    Article  PubMed  CAS  Google Scholar 

  • Hemelrijk, C. K. (1999). An individual–orientated model of the emergence of despotic and egalitarian societies. Proceedings of the Royal Society of London B: Biological Sciences, 266, 361–369.

    Article  Google Scholar 

  • Hockings, K. J., Anderson, J. R., & Matsuzawa, T. (2006). Road crossing in chimpanzees: a risky business. Current Biology, 16, 668–670.

    Article  Google Scholar 

  • Jacobs, A., Maumy, M., & Petit, O. (2008). The influence of social organisation on leadership in brown lemurs (Eulemur fulvus fulvus) in a controlled environment. Behavioural Processes, 79, 111–113.

    Article  PubMed  CAS  Google Scholar 

  • Jacobs, A., Sueur C., Deneubourg, J. L., & Petit, O. (this issue). Social network influences decision making during collective movements in brown lemurs. International Journal of Primatology. doi:10.1007/s10764-011-9497-8.

  • Johnston, R. E. (1998). Pheromones, the vomeronasal system, and communication: From hormonal responses to individual recognition. Annals of the New York Academy of Sciences, 855, 333–348.

    Article  PubMed  CAS  Google Scholar 

  • King, A. J., & Cowlishaw, G. (2009). Leaders, followers and group decision-making. Integrative and Communicative Biology, 2, 147–150.

    Google Scholar 

  • King, A. J., Johnson, D. D., & Van Vugt, M. (2009). The origins and evolution of leadership. Current Biology, 19, R911–R916.

    Article  PubMed  CAS  Google Scholar 

  • King, A. J., & Sueur, C. (this issue). Where next? Coordination and decision making in primate groups. International Journal of Primatology

  • Krause, J., & Ruxton, G. D. (2002). Living in groups. Oxford: Oxford University Press.

    Google Scholar 

  • Kummer, H. (1968). Social organisation of Hamadryas baboons. A field study. Chicago: University of Chicago Press.

    Google Scholar 

  • Leca, J. B., Fornasieri, I., & Petit, O. (2002). Aggression and reconciliation in Cebus capucinus. International Journal of Primatology, 23, 979–998.

    Article  Google Scholar 

  • Leca, J., Gunst, N., Thierry, B., & Petit, O. (2003). Distributed leadership in semi free-ranging white-faced capuchin monkeys. Animal Behaviour, 66, 1045–1052.

    Article  Google Scholar 

  • Leca, J. B., Gunst, N., & Petit, O. (2007). Social aspects of fur rubbing in two capuchins species (Cebus capucinus and Cebus apella): a comparative approach. International Journal Primatology, 28, 801–807.

    Article  Google Scholar 

  • McComb, K., Moss, C., Durant, S. M., Baker, L., & Sayialel, S. (2001). Matriarchs as repositories of social knowledge in African elephants. Science, 292, 491–494.

    Article  PubMed  CAS  Google Scholar 

  • Meunier, H., Leca, J., Deneubourg, J., & Petit, O. (2006). Group movement decisions in capuchin monkeys: the utility of an experimental study and a mathematical model to explore the relationship between individual and collective behaviours. Behaviour, 143, 1511–1527.

    Article  Google Scholar 

  • Meunier, H., Deneubourg, J., & Petit, O. (2008). How many for dinner? Recruitment and monitoring by glances in capuchins. Primates, 49, 26–31.

    Article  PubMed  Google Scholar 

  • Nicolis, G., & Prigogine, I. (1977). Self-organisation in non equilibrium systems: From dissipative structures to order through fluctuations. New York: Wiley.

    Google Scholar 

  • Nicolis, G., & Prigogine, I. (1989). Exploring complexity: An introduction. New York: W. H. Freeman.

    Google Scholar 

  • Petit, O., & Bon, R. (2010). Decision-making processes: the case of collective movements. Behavioural Processes, 84, 635–647.

    Article  PubMed  Google Scholar 

  • Petit, O., Gautrais, J., Leca, J., Theraulaz, G., & Deneubourg, J. (2009). Collective decision-making in white-faced capuchin monkeys. Proceedings of the Royal Society of London B: Biological Sciences, 276, 3495–3503.

    Article  CAS  Google Scholar 

  • Pillot, M., & Deneubourg, J. L. (2010). Collective movements, initiation and stops: diversity of situations and law of parsimony. Behavioural Processes, 84, 657–661.

    Article  PubMed  Google Scholar 

  • Pillot, M. H., Gautrais, J., Gouello, J., Michelena, P., Sibbald, A., & Bon, R. (2010). Moving together: incidental leaders and naïve followers. Behavioural Processes, 83, 235–241.

    Article  PubMed  Google Scholar 

  • Pratt, S. C. (2005). Quorum sensing by encounter rates in the ant Temnothorax albipennis. Behavioral Ecology, 16, 488–496.

    Article  Google Scholar 

  • Pratt, S. C., Mallon, E. B., Sumpter, D. J. T., & Franks, N. R. (2002). Quorum sensing, recruitment, and collective decision-making during colony emigration by the ant Leptothorax albipennis. Behavioral Ecology and Sociobiology, 52, 117–127.

    Article  Google Scholar 

  • Prins, H. H. T. (1996). Ecology and behaviour of the African buffalo: Social inequality and decision making. New York: Springer.

    Book  Google Scholar 

  • Pyritz, L., King, A. J., Sueur, C. Fitchel, C. (this issue). Reaching a consensus: terminology used in coordination and decision-making research. International Journal of Primatology

  • Rhine, R. J. (1975). The order of movement of yellow baboons (Papio cynocephalus). Folia Primatologica, 23, 72–104.

    Article  CAS  Google Scholar 

  • Rhine, R. J., & Tilson, R. (1987). Reactions to fear as a proximate factor in the sociospatial organisation of baboon progressions. American Journal of Primatology, 13, 119–128.

    Article  Google Scholar 

  • Rhine, R. J., & Westlund, B. J. (1981). Adult male positioning in baboon progressions: order and chaos revisited. Folia Primatologica, 35, 77–116.

    Article  CAS  Google Scholar 

  • Ruckstuhl, K. E., & Kokko, H. (2002). Modelling sexual segregation in ungulates: effects of group size, activity budgets and synchrony. Animal Behaviour, 64, 909–914.

    Article  Google Scholar 

  • Seeley, T. D., & Visscher, P. K. (2004). Quorum sensing during nest-site selection by honeybee swarms. Behavioral Ecology and Sociobiology, 56, 594–601.

    Article  Google Scholar 

  • Sellers, W., Hill, R., & Logan, B. (2007). An agent-based model of group decision making in baboons. Philosophical Transactions of the Royal Society of London B: Biological Sciences, 362, 1699–1710.

    Article  CAS  Google Scholar 

  • Sorensen, P. W., Christensen, T. A., & Stacey, N. E. (1998). Discrimination of pheromonal cues in fish: emerging parallels with insects. Current Opinion in Neurobiology, 8, 458–467.

    Article  PubMed  CAS  Google Scholar 

  • Stueckle, S., & Zinner, D. (2008). To follow or not to follow: decision making and leadership during the morning departure in chacma baboons. Animal Behaviour, 75, 1995–2004.

    Article  Google Scholar 

  • Sueur, C. (2010). Influence des relations sociales sur les prises de décisions. Saarbrucken: Editions Universitaires Européennes.

    Google Scholar 

  • Sueur, C., & Petit, O. (2008). Shared or unshared consensus decision in macaques? Behavioural Processes, 78, 84–92.

    Article  PubMed  CAS  Google Scholar 

  • Sueur, C., & Petit, O. (2010). Signals use by leaders in Macaca tonkeana and Macaca mulatta: group-mate recruitment and behaviour monitoring. Animal Cognition, 13, 239–248.

    Article  PubMed  Google Scholar 

  • Sueur, C., Petit, O., & Deneubourg, J. (2009). Selective mimetism at departure in collective movements of Macaca tonkeana: an experimental and theoretical approach. Animal Behaviour, 78, 1087–1095.

    Article  Google Scholar 

  • Sueur, C., Petit, O., & Deneubourg, J. (2010a). Short-term group fission processes in macaques: a social networking approach. Journal of Experimental Biology, 213, 1338–1346.

    Article  PubMed  CAS  Google Scholar 

  • Sueur, C., Deneubourg, J., & Petit, O. (2010b). Sequence of quorums during collective decision making in macaques. Behavioral Ecology and Sociobiology, 64, 1875–1885.

    Article  Google Scholar 

  • Sueur, C., Deneubourg, J. L., & Petit, O. (2011). From the first intention movement to the last joiner: Macaques combine mimetic rules to optimize their collective decisions. Proceedings of the Royal Society of London B: Biological Sciences. doi:10.1098/rspb.2010.2084.

    Google Scholar 

  • Sumpter, D. (2006). The principles of collective animal behaviour. Philosophical Transactions of the Royal Society of London B: Biological Sciences, 361, 5–22.

    Article  CAS  Google Scholar 

  • Sumpter, D. J., & Pratt, S. C. (2009). Quorum responses and consensus decision making. Philosophical Transactions of the Royal Society of London B: Biological Sciences, 364, 743–753.

    Article  Google Scholar 

  • Tomasello, M., & Call, J. (1997). Primate cognition. New York: Oxford University Press.

    Google Scholar 

  • Voelkl, B., & Noë, R. (2008). The influence of social structure on the propagation of social information in artificial primate groups: a graph-based simulation approach. Journal of Theoretical Biology, 252, 77–86.

    Article  PubMed  Google Scholar 

  • Ward, A. J. W., Sumpter, D. J. T., Couzin, I. D., Hart, P. J. B., & Krause, J. (2008). Quorum decision-making facilitates information transfer in fish shoals. Proceedings of the National Academy of Sciences of the USA, 105, 6948–6953.

    Article  PubMed  CAS  Google Scholar 

  • Watts, D. P. (2000). Mountain gorilla habitat use strategies and group movements. In S. Boinski & P. A. Garber (Eds.), On the move (pp. 351–374). Chicago: University of Chicago Press.

    Google Scholar 

  • Whitehead, H. (2008). Analyzing animal societies: quantitative methods for vertebrate social analysis. Chicago: University of Chicago Press.

    Google Scholar 

  • Wilensky, U. (1999). NetLogo. Evanston, II: Center for connected learning and computer-based modeling, Northwestern University. http://ccl.northwestern.edu/netlogo.

  • Wrangham, R. W. (1980). An ecological model of female-bonded primate groups. Behaviour, 75, 262–300.

    Article  Google Scholar 

  • Zappala, J., & Logan, B. (2009). Effects of resource availability on consensus decision making in primates. In Proceedings of the Social Simulation Workshop at the International Joint Conference on Artificial Intelligence (SS\@IJCAI). 11th July, Pasadena CA, USA.

Download references

Acknowledgments

We thank Odile Petit, Céline Bret, and 2 anonymous reviewers for their comments on the manuscript. We also thank Andrew J. King and Joanna Setchell for their comments as editors. C. Sueur thanks the Japan Society for the Promotion of Science for their funding aid. J-L. Deneubourg is a Research Associate, and his work was funded by the Belgian National Funds for Scientific Research.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Cédric Sueur.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Sueur, C., Deneubourg, JL. Self-Organization in Primates: Understanding the Rules Underlying Collective Movements. Int J Primatol 32, 1413–1432 (2011). https://doi.org/10.1007/s10764-011-9520-0

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10764-011-9520-0

Keywords

Navigation