Abstract
This paper presents the theoretical basis and first results of an agent-based model (ABM) computer simulation that is being developed to explore cooperation in hunter–gatherer societies. Specifically, we focus here on Yamana, a hunter-fisher-gatherer society that inhabited the islands of the southernmost part of Tierra del Fuego (Argentina–Chile). Ethnographical and archaeological evidence suggests the existence of sporadic aggregation events, triggered by a public call through smoke signals of an extraordinary confluence of resources under unforeseeable circumstances in time and space (a beached whale or an exceptional accumulation of fish after a low tide, for example). During these aggregation events, the different social units involved used to develop and improve production, distribution and consumption processes in a collective way. This paper attempts to analyse the social dynamics that explain cooperative behaviour and resource-sharing during aggregation events using an agent-based model of indirect reciprocity. In brief, agents make their decisions based on the success of the public strategies of other agents. Fitness depends on the resource captured and the social capital exchanged in aggregation events, modified by the agent’s reputation. Our computational results identify the relative importance of resources with respect to social benefits and the ease in detecting—and hence punishing—a defector as key factors to promote and sustain cooperative behaviour among population.
Similar content being viewed by others
Notes
The initial state for all simulations corresponds to a population of 50 cooperators and 50 defectors randomly distributed in the space. The core parameters {vision, social-capital-versus-meat-sensitivity, prob-beached-whale} are explored by setting the rest of the parameterisation: {people-density = 0.002 (82 agents); beach-density = 0.5; prob-random-move = 1; distance-walked-per-tick = 4; signal-range = 50; rounds-per-generation = 50; prob-mutation = 0.025; history-size = 10; history-past-discount = 0.8; tournament-size = 5}. The time limit for a simulation is 105 ticks and 50 replications have been run for each experiment.
References
Agorsah, K. E. (1990). Ethnoarchaeology: the search for a self-corrective approach to the study of past human behaviour. The African Archaeological Review, 8, 189–208.
Aldenfender, M. (2001). Andean pastoral origins and evolution: the role of ethnoarchaeology of pastoralism. In L. A. Kuznar (Ed.), Ethnoarchaeology of Andean South America. Contributions to Archaeological Method and Theory (pp. 19–30). Ann Arbour: Oxbow.
Alexander, J. M. (2008). Cooperation. In S. Sarkar & A. Plutynski (Eds.), A Companion to the Philosophy of Biology Malden. MA: Wiley-Blackwell.
Apicella, C. L., Marlowe, F. W., Fowler, J. H., & Christakis, N. A. (2012). Social networks and cooperation in hunter–gatherers. Nature, 481(7382), 497–501. doi:10.1038/nature10736.
Axelrod, R. M. (1986). An evolutionary approach to norms. American Political Science Review, 80(4), 1095–1111. doi:10.2307/1960858.
Axelrod, R. M. (1997). The complexity of cooperation. Agent-based models of competition and collaboration. Princeton, NJ: Princeton University Press.
Axtell, J. (1979). Ethnohistory: an historian’s viewpoint. Ethnohistory, 26(1), 3–4.
Béyries, S. (1997). Ethnoarchéologie: un mode d’expérimentation. Préhistoire anthropologie méditerranéenne (pp. 185–196). Aix-en-Provence: Université de Provence-CNRS.
Béyries, S. & Pétrequin, P. (2001). Ethnoarchaeology and its transfers. Papers from a session held at the European Association of Archaeologists Fifth Annual Meeting in Bournemouth. Bournemouth.
Binford, L. (1977). Introduction. In L. Binford (Ed.), For Theory Building in Archaeology (pp. 1–10). New York: Academic.
Bliege Bird, R., & Smith, E. A. (2005). Signalling theory, strategic interaction and symbolic capital. Current Anthropology, 46(2), 221–248.
Bourdieu, P. (1977). Outline of a Theory of Practise. Cambridge: Cambridge University Press.
Bowles, S., & Gintis, H. (2003). Origins of human cooperation. In P. Hammerstein (Ed.), The Genetic and Cultural Origins of Cooperation (pp. 429–443). Cambridge: MIT Press.
Boyd, R., & Richerson, P. J. (2005). Solving the puzzle of human cooperation. In S. Levinson (Ed.), Evolution and Culture (pp. 105–132). Cambridge: MIT Press.
Boyd, R., Gintis, H., & Bowles, S. (2010). Coordinated punishment of defectors sustains cooperation and can proliferate when rare. Science, 328, 617–620. doi:10.1126/science.1183665.
Bridges, T. (1870, March 28th). Personal Diaries. References: Ref Type: Unpublished Work.
Bridges, T. (1870, October 26th). Personal Diaries. References: Ref Type: Unpublished Work.
Bridges, T. (1871, November 20th). Personal Diaries. References: Ref Type: Unpublished Work.
Bridges, T. (1872, January 2nd) Personal Diaries. References: Ref Type: Unpublished Work.
Bridges, T. (1872, January 15th) Personal Diaries. References: Ref Type: Unpublished Work.
Bridges, T. (1872, March 19th) Personal Diaries. References: Ref Type: Unpublished Work.
Bridges, T. (1872, May 5th) Personal Diaries. References: Ref Type: Unpublished Work.
Bridges, T. (1872, June 14th). Personal Diaries. References: Ref Type: Unpublished Work.
Bridges, T. (1876, May 26th) Personal Diaries. References: Ref Type: Unpublished Work.
Bridges, T. (1877, June15th) Personal Diaries. References: Ref Type: Unpublished Work.
Bridges, T. (1877, July 17th). Personal Diaries. References: Ref Type: Unpublished Work
Bridges, T. (1933). The Yamana-English dictionary. Zaguier y Urruti Editions.
Briz, I. (2010). Etnoarcheologia: che cosa, come, verso dove? Quaderni di Thule, IX, Atti del XXXI Convegno Internazionale di Americanistica (Perugia, 2009) (pp. 549–559). Perugia: CSACA.
Briz, I., Álvarez, M., Zurro, D., & Caro, J. (2009). Meet for lunch in Tierra del Fuego: a new ethnoarchaeological project. Antiquity, 83(322): http://antiquity.ac.uk/projgall/briz322/.
Carballo, D. M., Roscoe, P., & Feinman, G. M. (2012). Cooperation and collective action in the cultural evolution of complex societies. Journal of Archaeological Method and Theory. doi:10.1007/s10816-012-9147-2.
Carlson, N. (2009). Reviving Witiko (Windigo): an ethnohistory of "Cannibal Monsters" in the Athabasca District of Northern Alberta, 1878–1910. Ethnohistory, 56(3), 355–394.
Chapman, A. M. (2010). European encounters with the Yamana people of Cape Horn, before and after Darwin. New York: Cambridge University Press.
David, N., & Kramer, C. (2001). Ethnoarchaeology in Action. Cambridge: Cambridge University Press.
Davidson, I. (2006). Arqueología etnohistórica. In I. Briz, I. Clemente, X. Terradas, A. Toselli, A. Vila, & D. Zurro (Eds.), Etnoarqueología de la Prehistoria: más allá de la analogía, Treballs d’Etnoarqueologa, 6 (pp. 257–271). Madrid: CSIC.
De Rojas, J. L. (2008). La Etnohistoria de América. Los indígenas, protagonistas de su historia. Buenos Aires: Editorial SB.
de Waal, F. B. M., & Suchak, M. (2010). Prosocial primates: selfish and unselfish motivations. Philosophical Transactions of the Royal Society, B: Biological Sciences, 365(1553), 2711–2722. doi:10.1098/rstb.2010.0119.
Durkheim, E. (1909). Lec¸ons sur la morale. Textes 2: Religion, morale, anomie (pp. 292–312). Paris: Editions de Minuit.
Durkheim, E. (1917). Introduction a` la morale. Textes 2: Religion, morale, anomie (pp. 313–331). Paris: Editions de Minuit.
Edmonds, B. (2001). The use of models—making MABS actually work. In S. Moss & P. Davidsson (Eds.), Multi-Agent-Based Simulation, Lecture Notes in Artificial Intelligence 1979 (pp. 15–32). Berlin: Springer.
Elliott, E., & Kiel, L. D. (2002). Exploring cooperation and competition using agent-based modelling. Proceedings of the National Academy of Sciences of the United States of America, 99(Suppl 3), 7193–7194. doi:10.1073/pnas.102079099.
Epstein, J. M. (1999). Agent-based computational models and generative social science. Complexity, 4(5), 41–60.
Estévez, J., & Vila, A. (1996). Etnoarqueología: el nombre de la cosa. In J. Estévez & A. Vila (Eds.), Encuentros en los conchales fueguinos (pp. 17–23). Barcelona-Madrid: UAB-CSIC.
Field, S. A. (1998). Human altruism: group selection should not be ignored. Journal of Social and Evolutionary Systems, 21(2), 125–131. doi:10.1016/S1061-7361(00)80002-8.
Gould, R. A. (1980). Living Archaeology, New Studies in Archaeology. Cambridge: Cambridge University Press.
Gumerman, G. J., Swedlund, A. C., Dean, J. S., & Epstein, J. M. (2003). The evolution of social behaviour in the prehistoric American Southwest. Artificial Life, 9(4), 435–444. doi:10.1162/106454603322694861.
Gusinde, M. (1937). Die Feuerland-Indianer, II: Die Yamana. Mödling. Buenos Aires: CAEA.
Henrich, J. (2004). Cultural group selection, coevolutionary processes and large-scale cooperation. Journal of Economic Behaviour & Organisation, 53(1), 3–35. doi:10.1016/S0167-2681(03)00094-5.
Henrich, J., & Boyd, R. (2001). Why people punish defectors: weak conformist transmission can stabilise costly enforcement of norms in cooperative dilemmas. Journal of Theoretical Biology, 208(1), 79–89. doi:10.1006/jtbi.2000.2202.
Henrich, J., & Gil-White, F. J. (2001). The evolution of prestige: freely conferred deference as a mechanism for enhancing the benefits of cultural transmission. Evolution and Human Behaviour, 22(3), 165–196.
Henrich, J., & Henrich, N. (2006). Culture, evolution and the puzzle of human cooperation. Cognitive Systems Research, 7(2–3), 220–245. doi:10.1016/j.cogsys.2005.11.010.
Henrich, J., Boyd, R., Bowles, S., Camerer, C., Fehr, E., Gintis, H., & McElreath, R. (2001). Cooperation, reciprocity and punishment in fifteen small-scale societies. American Economic Review, 91(2), 73–78.
Hill, K. (2002). Altruistic cooperation during foraging by the Ache, and the evolved human predisposition to cooperate. Human Nature, 13(1), 105–128. doi:10.1007/s12110-002-1016-3.
Huxley, T. H. (1888). The struggle for existence in human society. Collected Essays (Vol. 9) (pp. 195–236). London: Macmillan.
Hyades, P. & Deniker, J. (1891). Antropologie et Ethnographie. Mission Scientifique du Cap Horn (1882–1883). Paris: VII.
Ingold, T. (1988). Notes on the foraging mode of production. In T. Ingold, D. Riches, & J. Woodburn (Eds.), Hunter-Gatherers I. History, evolution and social change (pp. 269–314). Oxford: Berg Publishers.
Izquierdo, L. R., Izquierdo, S. S., Galan, J. M., & Santos, J. I. (2009). Techniques to Understand Computer Simulations: Markov Chain Analysis. Journal of Artificial Societies and Social Simulation, 12(1): 6, http://jasss.soc.surrey.ac.uk/12/1/6.html
Kohler, T. A., & van der Leeuw, S. E. (2007). The model-based archaeology of socionatural systems. Santa Fe, N.M: School for Advanced Research Press.
Kohler, T. A., Cockburn, D., Hooper, P. L., Bocinsky, R. K., & Kobti, Z. (2012). The coevolution of group size and leadership: an agent-based public goods model for Prehispanic Pueblo Societies. Advances in Complex Systems, 15(1 & 2), 1150007. doi:10.1142/S0219525911003256.
Kropotkin, P. (1902). Mutual aid. London: William Heinemann.
Lothrop, S. (1928). The Indians of Tierra del Fuego. Nueva York: Museum of the American Indians, Heye Foundation.
Lull, V. (1988). Hacia una teoría de la representación en arqueología. Revista de Occidente, 81, 62–76.
Lull, V. (2005). Marx, Producción, Sociedad y Arqueología. Trabajos de Prehistoria, 62(1), 7–26.
Malinowski, B. (1961). Argonauts of the Western Pacific. New York: Dutton.
Martial, L. F. (1888). Histoire du voyage. Mission Scientifique du Cap Horn (1882–1883). Paris
Marx, K., & Engels, F. (1977). The German Ideology. London: Lawrence and Wishart.
Mauss, M. (1931). La cohe´sion sociale dans les socie´te´s polysegmentaires. Communication pre´sente´e a` l’Institut franc¸ais de sociologie. Extrait du Bulletin de l’Institut français de sociologie, 1, 1931. In J. M. Tremblay (Ed.), Les classiques des sciences sociales.
Melis, A. P., & Seemann, D. (2010). How is human cooperation different? Philosophical Transactions of the Royal Society, B: Biological Sciences, 365, 2663–2674. doi:10.1098/rstb.2010.0157.
Mithen, S. (1994). Simulating prehistoric hunter–gatherer societies. In N. Gilbert & J. Doran (Eds.), Simulating Societies. The computer simulation of Social Phenomena (pp. 165–193). London: UCL Press.
Narotzky, S. (2007). The project in the model. Reciprocity, social capital and the politics of ethnographic realism. Current Anthropology, 48(3), 403–424.
Nowak, M. A. (2006). Five rules for the evolution of cooperation. Science, 314(5805), 1560–1563. doi:10.1126/science.1133755.
Nowak, M. A., & Sigmund, K. (2000). Cooperation versus competition. Financial Analysts Journal, 56, 13–22.
Ohtsuki, H., & Iwasa, Y. (2004). How should we define goodness?—reputation dynamics in indirect reciprocity. Journal of Theoretical Biology, 231(1), 107–120. doi:10.1016/j.jtbi.2004.06.005.
Orquera, L., & Piana, E. (1999). La vida material y social de los Yámana. Buenos Aires: Eudeba.
Orquera, L., & Piana, E. (2009). Sea nomads of the beagle channel in Southernmost South America: over 6000 years of coastal adaptation and stability. Journal of Island and Coastal Archaeology, 4(1), 61–81.
Orquera, L., Legoupil, D., & Piana, E. (2011). The litoral adaptation on the Southern end of South America. Quaternary International, 239(1–2), 61–69.
Politis, G. (2007). Nukak. Ethnoarchaeology of an Amazonian people. Walknut Creek, CA: Left Coast Press.
Premo, L. S. (2010). Equifinality and explanation: the role of agent-based modelling in positivist archaeology. In A. Costopoulos & M. Lake (Eds.), Simulating change: archaeology into the twenty-first century (pp. 28–37). Salt Lake City: University of Utah Press.
Roux, V. (2007). Ethnoarchaeology: a non-historical science of reference necessary for interpreting the past. Journal of Archaeological Method and Theory, 14(2), 153–178. doi:10.1007/s10816-007-9030-8.
Sigmund, K. (2007). Punish or perish? Retaliation and collaboration among humans. Trends in Ecology & Evolution, 22(11), 593–600. doi:10.1016/j.tree.2007.06.012.
Skyrms, B. (2004). The stag hunt and the evolution of social structure. Cambridge: Cambridge University Press.
Smith, E. A., & Bliege Bird, R. (2005). Costly signalling and cooperative behaviour. In H. Gintis, S. Bowles, R. Boyd, & E. Fehr (Eds.), Moral sentiments and material interests: the foundations of cooperation in economic life (pp. 115–148). Cambridge: MIT Press.
Sugden, R. (2012). Altruistic punishment as an explanation of hunter–gatherer cooperation: how much has experimental economics achieved? Behavioural and Brain Sciences, 35(1), 40. doi:10.1017/S0140525X11000902.
Tarpy, D. R., Gilley, D. C., & Seeley, T. D. (2004). Levels of selection in a social insect: a review of conflict and cooperation during honey bee (Apis mellifera) queen replacement. Behavioural Ecology and Sociobiology, 55(6), 513–523. doi:10.1007/s00265-003-0738-5.
Thorne, B. L. (1997). Evolution of eusociality in termites. Annual Review of Ecology and Systematics, 28, 27–54.
Tomasello, M., Melis, A., Tennie, C., Wyman, E., & Herrmann, E. (2012). Two key steps in the evolution of human cooperation. The interdependence hypothesis. Current Anthropology, 53(6), 673–692.
Warneken, F., Hare, B., Melis, A. P., Hanus, D., & Tomasello, M. (2007). Spontaneous altruism by chimpanzees and young children. PLoS Biology, 5(7), e184. doi:10.1371/journal.pbio.0050184.
West, S. A., El Mouden, C., & Gardner, A. (2011). Sixteen common misconceptions about the evolution of cooperation in humans. Evolution and Human Behaviour, 32(4), 231–262. doi:10.1016/j.evolhumbehav.2010.08.001.
Wilensky, U. (1999). NetLogo. Evanston: Centre for Connected Learning and Computer-Based Modelling, Northwestern University.
Wilson, E. O., & Hölldobler, B. (2005). Eusociality: origin and consequences. Proceedings of the National Academy of Sciences of the United States of America, 102(38), 13367–13371. doi:10.1073/pnas.0505858102.
Wright, R. (2011). Nadie pierde: la Teoría de Juegos y la Lógica del Destino Humano. Barcelona: Tusquets.
Zurro, D., Álvarez, M., Salvatelli, L., & Briz, I. (2010). Agregación y cooperación social en sociedades cazadoras-recolectoras-pescadoras: un experimento etnoarqueológico en Tierra del Fuego. Revista de Arqueología Americana, 28, 171–194.
Acknowledgments
The authors would like to thank Dr. Luis R. Izquierdo and Dr. F. J. Miguel Quesada for their helpful advice and comments on this paper. The authors acknowledge support from the Spanish Ministerio de Ciencia e Innovación (projects CONSOLIDER-INGENIO 2010 SimulPast-CSD2010-00034 and HAR2009-06996) as well as from the Argentine Consejo Nacional de Investigaciones Científicas y Técnicas (project PIP-0706) and the Wenner-Gren Foundation for Anthropological Research (project GR7846). The authors especially appreciate the help and cooperation of Dr. Natalie P. Goodall and the Bridges-Goodall family, who gave us the opportunity to access the diaries of Rv. T. Bridges. Sara Casamiquela and Javier Ruiz helped with the ethnographical sources. The fruitful discussions held during the SimulPast project enriched these pages. Finally, the authors wish to thank their anonymous reviewers for their valuable and constructive comments.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Briz i Godino, I., Santos, J.I., Galán, J.M. et al. Social Cooperation and Resource Management DynamicsAmong Late Hunter-Fisher-Gatherer Societies in Tierra del Fuego (South America). J Archaeol Method Theory 21, 343–363 (2014). https://doi.org/10.1007/s10816-013-9194-3
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10816-013-9194-3