Abstract
The complexity, variation, and change of languages make evident the importance of representation and learning in the acquisition and evolution of language. For example, analytic studies of simple language in unstructured populations have shown complex dynamics, depending on the fidelity of language transmission. In this study we extend these analysis of evolutionary dynamics to include grammars inspired by the principles and parameters paradigm. In particular, the space of languages is structured so that some pairs of languages are more similar than others, and mutations tend to change languages to nearby variants. We found that coherence emerges with lower learning fidelity than predicted by earlier work with an unstructured language space.
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References
Chomsky, N.: Aspects of the Theory of Syntax. MIT Press, Cambridge (1965)
Chomsky, N.: Rules and Representations. Basil Blackwell, London (1980)
Crow, J.F., Kimura, M.: An Introduction to Population Genetics Theory. Harper & Row Publishers, New York (1970)
Eigen, M., McCaskill, J., Schuster, P.: The molecular quasi-species. Adv. Chem. Phys. 75, 149–263 (1989)
Eigen, M., Schuster, P.: The hypercycle: A principle of natural self-organization. Springer, Berlin (1979)
Fitch, W.T., Hauser, M.D., Chomsky, N.: The evolution of the language faculty: Clarifications and implications. Cognition (2005) (Forthcoming)
Hashimoto, T., Ikegami, T.: Evaluation of symbolic grammar systems. Springer, Berlin (1995)
Hashimoto, T., Ikegami, T.: Emergence of net-grammar in communicating agents. BioSystems 38, 1–14 (1996)
Hauser, M.D., Chomsky, N., Fitch, W.T.: The faculty of language: what it is, who has it, and how did it evolve? Science 298, 1569–1579 (2002)
Joseph, B.: Historical linguistics. In: Aronoff, M., Rees-Miller, J. (eds.) The Handbook of Linguistics. Blackwell, Oxford (2000)
Kirby, S.: Spontaneous evolution of linguistic structure: an iterated learning model of the emergence of regularity and irregularity. IEEE Transactions on Evolutionary Computation 5(2), 102–110 (2001)
Komarova, N.L., Niyogi, P., Nowak, M.A.: Evolutionary dynamics of grammar acquisition. Journal of Theoretical Biology 209(1), 43–59 (2001)
Lamb, S.M., Mitchell, E.D.: Sprung from a Common Source: Investigations into the Prehistory of Languages. Stanford University Press, Stanford (1991)
Lee, Y., Collier, T.C., Stabler, E.P., Taylor, C.E.: The role of population structure in language evolution. In: The 10th International Conference on Artificial Life and Robotics, Beppu, Oita, Japan (2005)
Niyogi, P.: The Computational Nature of Language Learning and Evolution. MIT Press, Cambridge (2003), http://people.cs.uchicago.edu/~niyogi/Book.html
Nowak, M.A., Komarova, N., Niyogi, P.: Computational and evolutionary aspects of language. Nature 417, 611–617 (2002)
Nowak, M.A., Komarova, N.L., Niyogi, P.: Evolution of universal grammar. Science 291, 114–118 (2001)
Pinker, S.: The Language Instinct. Penguin, London (1994)
Pinker, S., Bloom, P.: Natural language and natural selection. Behavioral and Brain Sciences 13, 707–784 (1990)
Smith, K., Brighton, H., Kirby, S.: Complex systems in language evolution: the cultural emergence of compositional structure. Advances in Complex Systems 6(4), 537–558 (2003)
Staff: Endangered languages: Babel runs backwards. Economist 374(8407) (January 2005)
Steels, L.: Self-organizing vocabularies. In: Langton, C., Shimohara, T. (eds.) Artificial Life V, Nara, Japan, pp. 179–184 (1996)
Sutherland, W.J.: Parallel extinction risk and global distribution of languages and species. Nature 423, 276–279 (2003)
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Lee, Y., Collier, T.C., Kobele, G.M., Stabler, E.P., Taylor, C.E. (2005). Grammar Structure and the Dynamics of Language Evolution. In: Capcarrère, M.S., Freitas, A.A., Bentley, P.J., Johnson, C.G., Timmis, J. (eds) Advances in Artificial Life. ECAL 2005. Lecture Notes in Computer Science(), vol 3630. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11553090_63
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DOI: https://doi.org/10.1007/11553090_63
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-28848-0
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