Effects of population structure on the evolution of linguistic convention
Effects of population structure on the evolution of linguistic convention
We define a model for the evolution of linguistic convention in a population of agents embedded on a network, and consider the effects of topology on the population-level language dynamics. Individuals are subject to evolutionary forces that over time result in the adoption of a shared language throughout the population. The differences in convergence time to a common language and that language's communicative efficiency under different underlying social structures and population sizes are examined. We find that shorter average path lengths contribute to a faster convergence and that the final payoff of languages is unaffected by the underlying topology. Compared to models for the emergence of linguistic convention based on self-organization, we find similarities in the effects of average path lengths, but differences in the role of degree heterogeneity.
Danovski, Kaloyan
e1d648c0-67a1-435a-b336-1e81bed69887
Brede, Markus
bbd03865-8e0b-4372-b9d7-cd549631f3f7
Danovski, Kaloyan
e1d648c0-67a1-435a-b336-1e81bed69887
Brede, Markus
bbd03865-8e0b-4372-b9d7-cd549631f3f7
Danovski, Kaloyan and Brede, Markus
(2021)
Effects of population structure on the evolution of linguistic convention.
In Proceedings of Complex Networks 2021.
Springer.
12 pp
.
(In Press)
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Conference or Workshop Item
(Paper)
Abstract
We define a model for the evolution of linguistic convention in a population of agents embedded on a network, and consider the effects of topology on the population-level language dynamics. Individuals are subject to evolutionary forces that over time result in the adoption of a shared language throughout the population. The differences in convergence time to a common language and that language's communicative efficiency under different underlying social structures and population sizes are examined. We find that shorter average path lengths contribute to a faster convergence and that the final payoff of languages is unaffected by the underlying topology. Compared to models for the emergence of linguistic convention based on self-organization, we find similarities in the effects of average path lengths, but differences in the role of degree heterogeneity.
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Accepted/In Press date: 2021
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Local EPrints ID: 452207
URI: http://eprints.soton.ac.uk/id/eprint/452207
PURE UUID: e3c4ca71-1d74-47e7-8b79-e3e9379f349e
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Date deposited: 30 Nov 2021 17:31
Last modified: 16 Mar 2024 14:23
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Author:
Kaloyan Danovski
Author:
Markus Brede
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