The evolutionary language game

Citation
Ma. Nowak et al., The evolutionary language game, J THEOR BIO, 200(2), 1999, pp. 147-162
Citations number
63
Categorie Soggetti
Multidisciplinary
Journal title
JOURNAL OF THEORETICAL BIOLOGY
ISSN journal
00225193 → ACNP
Volume
200
Issue
2
Year of publication
1999
Pages
147 - 162
Database
ISI
SICI code
0022-5193(19990921)200:2<147:TELG>2.0.ZU;2-R
Abstract
We explore how evolutionary game dynamics have to be modified to accomodate a mathematical framework for the evolution of language. In particular, we are interested in the evolution of vocabulary, that is associations between signals and objects. We assume that successful communication contributes t o biological fitness: individuals who communicate well leave more offspring . Children inherit from their parents a strategy for language learning (a l anguage acquisition device). We consider three mechanisms whereby language is passed from one generation to the next: (i) parental learning: children learn the language of their parents; (ii) role model learning: children lea rn the language of individuals with a high payoff; and (iii) random learnin g: children learn the language of randomly chosen individuals. We show that parental and role model learning outperform random learning. Then we intro duce mistakes in language learning; and study how this process changes lang uage over time. Mistakes increase the overall efficacy of parental and role model learning: in a world with errors evolutionary adaptation is more eff icient. Our model also provides a simple explanation why homonomy is common while synonymy is rare. (C) 1999 Academic Press.