Abstract
In this contribution, I address the function of multiplicative stochastic processes in modelling the occurrence of power-law city size distributions. As an explanation of the result of Zipf’s rank analysis, Simon’s model is presented in a mathematically elementary way, with a thorough discussion of the involved hypotheses. Emphasis is put on the flexibility of the model, as to its possible extensions and the relaxation of some strong assumptions. I point out some open problems regarding the prediction of the detailed shape of Zipf’s rank plots, which may be tackled by means of such extensions.
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References
Gabaix X (1999) Zipf’s Law for Cities: An Exploration. Quart. J. Econ. 114:3: 739–767
Gabaix X, Ioannides Y (2004) The Evolution of City Size Distributions. In: Henderson V, Thisse JF (eds) Handbook of Urban and Regional Economics. Vol. 4, North-Holland, Amsterdam, pp 2341–2378
Gibrat R (1931) Les inégalités économiques. Librairie du Recueil Sirey, Paris
Manrubia SC, Derrida B, Zanette DH (2003) Genealogy in the area of genomics. Am. Sci. 90: 158–165
Manrubia SC, Zanette DH (1999) Stochastic multiplicative processes with reset events. Phys. Rev. E 59:5: 4945–4948
Manrubia SC, Zanette DH (2002) At a boundary between biological and cultural evolution: The origin of surname distributions. J. theor. Biol. 216: 461–477
Montemurro MA, Zanette DH (2002) New perspectives on Zipf’s law in linguistic: From single textes to large corpora. Glottometrics 4: 86–98
Portugali J (2000) Self-Organization and the City. Springer, Berlin
Simon HA (1955) On a class of skew distribution functions. Biometrika 42: 425–440
Sornette D (1998) Multiplicative processes and power laws. Phys. Rev. E 57:4: 4811–4813
Sornette D (2000) Critical Phenomena in Natural Sciences. Chaos, Fractals, Selforganization and Disorder: Concepts and Tools. Springer, Berlin
Willis J, Yule G (1922) Some statistics of evolution and geographical distribution in plants and animals, and their significance. Nature 109: 177
Zanette DH (2006) Musicae Scientiae. In press, cs.CL/0406015.
Zanette DH, Manrubia SC (2001) Vertical transmission of culture and the distribution of family names. Physica A 295: 1–8
Zanette DH, Montemurro MA (2005) Dynamics of text generation with realistic Zipf’s distribution. J. Quant. Linguistics 12: 29–40
Zipf GK (1935) The Psycho-Biology of Language. Houghton-Mifflin, Boston
Zipf GK (1949) Human Behaviour and the Principle of Least-Effort. Addison-Wesley, Cambridge
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© 2008 Physica-Verlag Heidelberg and Accademia di Architettura, Mendrisio, Switzerland
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Zanette, D.H. (2008). Multiplicative Processes and City Sizes. In: Albeverio, S., Andrey, D., Giordano, P., Vancheri, A. (eds) The Dynamics of Complex Urban Systems. Physica-Verlag HD. https://doi.org/10.1007/978-3-7908-1937-3_22
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DOI: https://doi.org/10.1007/978-3-7908-1937-3_22
Publisher Name: Physica-Verlag HD
Print ISBN: 978-3-7908-1936-6
Online ISBN: 978-3-7908-1937-3
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