IDEAS home Printed from https://ideas.repec.org/a/eee/thpobi/v81y2012i4p300-309.html
   My bibliography  Save this article

Evolutionarily stable learning schedules and cumulative culture in discrete generation models

Author

Listed:
  • Aoki, Kenichi
  • Wakano, Joe Yuichiro
  • Lehmann, Laurent

Abstract

Individual learning (e.g., trial-and-error) and social learning (e.g., imitation) are alternative ways of acquiring and expressing the appropriate phenotype in an environment. The optimal choice between using individual learning and/or social learning may be dictated by the life-stage or age of an organism. Of special interest is a learning schedule in which social learning precedes individual learning, because such a schedule is apparently a necessary condition for cumulative culture. Assuming two obligatory learning stages per discrete generation, we obtain the evolutionarily stable learning schedules for the three situations where the environment is constant, fluctuates between generations, or fluctuates within generations. During each learning stage, we assume that an organism may target the optimal phenotype in the current environment by individual learning, and/or the mature phenotype of the previous generation by oblique social learning. In the absence of exogenous costs to learning, the evolutionarily stable learning schedules are predicted to be either pure social learning followed by pure individual learning (“bang–bang†control) or pure individual learning at both stages (“flat†control). Moreover, we find for each situation that the evolutionarily stable learning schedule is also the one that optimizes the learned phenotype at equilibrium.

Suggested Citation

  • Aoki, Kenichi & Wakano, Joe Yuichiro & Lehmann, Laurent, 2012. "Evolutionarily stable learning schedules and cumulative culture in discrete generation models," Theoretical Population Biology, Elsevier, vol. 81(4), pages 300-309.
  • Handle: RePEc:eee:thpobi:v:81:y:2012:i:4:p:300-309
    DOI: 10.1016/j.tpb.2012.01.006
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0040580912000081
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.tpb.2012.01.006?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Marcus W. Feldman & Kenichi Aoki & Jochen Kumm, 1996. "Individual Versus Social Learning: Evolutionary Analysis in a Fluctuating Environment," Working Papers 96-05-030, Santa Fe Institute.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Kobayashi, Yutaka & Ohtsuki, Hisashi & Wakano, Joe Y., 2016. "Population size vs. social connectedness — A gene-culture coevolutionary approach to cumulative cultural evolution," Theoretical Population Biology, Elsevier, vol. 111(C), pages 87-95.
    2. Wakano, Joe Yuichiro & Miura, Chiaki, 2014. "Trade-off between learning and exploitation: The Pareto-optimal versus evolutionarily stable learning schedule in cumulative cultural evolution," Theoretical Population Biology, Elsevier, vol. 91(C), pages 37-43.
    3. Nakahashi, Wataru, 2013. "Evolution of improvement and cumulative culture," Theoretical Population Biology, Elsevier, vol. 83(C), pages 30-38.
    4. Aoki, Kenichi & Feldman, Marcus W., 2014. "Evolution of learning strategies in temporally and spatially variable environments: A review of theory," Theoretical Population Biology, Elsevier, vol. 91(C), pages 3-19.
    5. Ram, Yoav & Liberman, Uri & Feldman, Marcus W., 2019. "Vertical and oblique cultural transmission fluctuating in time and in space," Theoretical Population Biology, Elsevier, vol. 125(C), pages 11-19.
    6. Mullon, Charles & Lehmann, Laurent, 2017. "Invasion fitness for gene–culture co-evolution in family-structured populations and an application to cumulative culture under vertical transmission," Theoretical Population Biology, Elsevier, vol. 116(C), pages 33-46.
    7. Ohtsuki, Hisashi & Wakano, Joe Yuichiro & Kobayashi, Yutaka, 2017. "Inclusive fitness analysis of cumulative cultural evolution in an island-structured population," Theoretical Population Biology, Elsevier, vol. 115(C), pages 13-23.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Guzmán, Ricardo Andrés & Rodríguez-Sickert, Carlos & Rowthorn, Robert, 2006. "When in Rome, do as the Romans do: the coevolution of altruistic punishment, conformist learning, and cooperation," MPRA Paper 2037, University Library of Munich, Germany.
    2. Wakano, Joe Y. & Kawasaki, Kohkichi & Shigesada, Nanako & Aoki, Kenichi, 2011. "Coexistence of individual and social learners during range expansion," Theoretical Population Biology, Elsevier, vol. 80(2), pages 132-140.
    3. Borofsky, Talia & Feldman, Marcus W., 2022. "Success-biased social learning in a one-consumer, two-resource model," Theoretical Population Biology, Elsevier, vol. 146(C), pages 29-35.
    4. N. Marshall & I. Gordon & A. Ash, 2011. "The reluctance of resource-users to adopt seasonal climate forecasts to enhance resilience to climate variability on the rangelands," Climatic Change, Springer, vol. 107(3), pages 511-529, August.
    5. Ricardo Guzman & Robert Rowthorn & Carlos Rodríguez Sickert, 2008. "Teorías De La Evolución Del Comportamiento Cooperativo: Una Revisión Crítica," Abante, Escuela de Administracion. Pontificia Universidad Católica de Chile., vol. 11(1), pages 3-18.
    6. Badaoui, Eliane & Mangiavacchi, Lucia, 2022. "Assessing the impact of fostering on children’s outcomes in Niger," Economics & Human Biology, Elsevier, vol. 46(C).
    7. Rowthorn, Robert E. & Guzmán, Ricardo Andrés & Rodríguez-Sickert, Carlos, 2009. "Theories of the evolution of cooperative behaviour: A critical survey plus some new results," MPRA Paper 12574, University Library of Munich, Germany.
    8. Ram, Yoav & Liberman, Uri & Feldman, Marcus W., 2019. "Vertical and oblique cultural transmission fluctuating in time and in space," Theoretical Population Biology, Elsevier, vol. 125(C), pages 11-19.
    9. Ihara, Yasuo, 2008. "Spread of costly prestige-seeking behavior by social learning," Theoretical Population Biology, Elsevier, vol. 73(1), pages 148-157.
    10. Nakahashi, Wataru, 2013. "Evolution of improvement and cumulative culture," Theoretical Population Biology, Elsevier, vol. 83(C), pages 30-38.
    11. Chester Wai-Jen Liu & Sheng-Feng Shen & Wei-Chung Liu, 2021. "On the evolution of social ties as an instrumental tool for resource competition in resource patch networks," Palgrave Communications, Palgrave Macmillan, vol. 8(1), pages 1-18, December.
    12. Mullon, Charles & Lehmann, Laurent, 2017. "Invasion fitness for gene–culture co-evolution in family-structured populations and an application to cumulative culture under vertical transmission," Theoretical Population Biology, Elsevier, vol. 116(C), pages 33-46.
    13. Ohtsuki, Hisashi & Wakano, Joe Yuichiro & Kobayashi, Yutaka, 2017. "Inclusive fitness analysis of cumulative cultural evolution in an island-structured population," Theoretical Population Biology, Elsevier, vol. 115(C), pages 13-23.
    14. Paola Giuliano & Nathan Nunn, 2021. "Understanding Cultural Persistence and Change [Cultural Assimilation During the Age of Mass Migration]," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 88(4), pages 1541-1581.
    15. Dridi, Slimane & Lehmann, Laurent, 2014. "On learning dynamics underlying the evolution of learning rules," Theoretical Population Biology, Elsevier, vol. 91(C), pages 20-36.
    16. Bossan, Benjamin & Jann, Ole & Hammerstein, Peter, 2015. "The evolution of social learning and its economic consequences," Journal of Economic Behavior & Organization, Elsevier, vol. 112(C), pages 266-288.
    17. Bryce Morsky & Fuwei Zhuang & Zuojun Zhou, 2023. "Social and individual learning in the Minority Game," Papers 2307.11846, arXiv.org, revised Mar 2024.
    18. Aoki, Kenichi & Feldman, Marcus W., 2014. "Evolution of learning strategies in temporally and spatially variable environments: A review of theory," Theoretical Population Biology, Elsevier, vol. 91(C), pages 3-19.
    19. Claes Andersson & Claudio Tennie, 2023. "Zooming out the microscope on cumulative cultural evolution: ‘Trajectory B’ from animal to human culture," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-20, December.
    20. Paola Giuliano & Nathan Nunn, 2021. "Understanding Cultural Persistence and Change [Cultural Assimilation During the Age of Mass Migration]," Review of Economic Studies, Oxford University Press, vol. 88(4), pages 1541-1581.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:thpobi:v:81:y:2012:i:4:p:300-309. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: https://www.journals.elsevier.com/intelligence .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.