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  Escaping optimization traps: the role of cultural adaptation and cultural exaptation in facilitating open-ended cumulative dynamics

Winters, J. (2019). Escaping optimization traps: the role of cultural adaptation and cultural exaptation in facilitating open-ended cumulative dynamics. Palgrave Communications, 5(1): 149 (2019). doi:10.1057/s41599-019-0361-3.

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 Urheber:
Winters, James1, Autor           
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1The Mint, Max Planck Institute for the Science of Human History, Max Planck Society, ou_2301700              

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Schlagwörter: Complex networks ; Science, technology and society
 Zusammenfassung: Explaining the origins of cumulative culture, and how it is maintained over long timescales, constitutes a challenge for theories of cultural evolution. Previous theoretical work has emphasized two fundamental causal processes: cultural adaptation (where technologies are refined towards a functional objective) and cultural exaptation (the repurposing of existing technologies towards a new functional goal). Yet, despite the prominence of cultural exaptation in theoretical explanations, this process is often absent from models and experiments of cumulative culture. Using an agent-based model, where agents attempt to solve problems in a high-dimensional problem space, the current paper investigates the relationship between cultural adaptation and cultural exaptation and produces three major findings. First, cultural dynamics often end up in optimization traps: here, the process of optimization causes the dynamics of change to cease, with populations entering a state of equilibrium. Second, escaping these optimization traps requires cultural dynamics to explore the problem space rapidly enough to create a moving target for optimization. This results in a positive feedback loop of open-ended growth in both the diversity and complexity of cultural solutions. Finally, the results helped delineate the roles played by social and asocial mechanisms: asocial mechanisms of innovation drive the emergence of cumulative culture and social mechanisms of within-group transmission help maintain these dynamics over long timescales.

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Sprache(n): eng - English
 Datum: 2019-11-26
 Publikationsstatus: Online veröffentlicht
 Seiten: 13
 Ort, Verlag, Ausgabe: -
 Inhaltsverzeichnis: Model
-cultural adaption
-Cultural exaptation
-Structure of model
-Topology of the problem space
-Representing solutions -Asocial generative mechanisms
-Social transmission mechanisms
-Strength of optimization (λ)
-Exploration threshold (Θ)
-Results
-Full size image
-Open-ended cumulative dynamics require increasingly high rates of exploration relative to the strength of optimization
-Social transmission plays an increasingly prominent role in maintaining open-ended cumulative dynamics
Discussion-Optimization traps and the strength of optimization (λ) -Open-ended cumulative culture and the exploration threshold (Θ) -Asocial and social mechanisms in the emergence and maintenance of open-ended cumulative culture -Assumptions
-Conclusion
 Art der Begutachtung: Expertenbegutachtung
 Identifikatoren: DOI: 10.1057/s41599-019-0361-3
Anderer: shh2467
 Art des Abschluß: -

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Titel: Palgrave Communications
Genre der Quelle: Zeitschrift
 Urheber:
Affiliations:
Ort, Verlag, Ausgabe: USA : Palgrave Macmillan
Seiten: 149 Band / Heft: 5 (1) Artikelnummer: 149 (2019) Start- / Endseite: - Identifikator: CoNE: https://pure.mpg.de/cone/journals/resource/2055-1045