The Geometric Origins of Complex Cities

Due to the rapid urbanization, cities have become a hot topic. Extensive complex phenomena, such as scaling laws with respect to population, morphology, spatial distribution within cities have been revealed and validated by the empirical studies. Yet there’s still no clear answer to the question that what’s the underlying mechanism responsible for these observed complex phenomena. Most of previous studies only focus on one aspect of the city. However, focusing on only one aspect may lose the whole picture of it. Based on a very simple “matching growth” rule and two more simple assumptions, which are all performed locally, we propose a simple model which can derive most of observed macro scaling relations and spatial distribution. All these theoretical deductions can be well supported by empirical data. And the consistency between the exponents of different cumulative spatial distribution may indicates that the city really follows the rules we assumed.

[1]  George Kingsley Zipf,et al.  Human behavior and the principle of least effort , 1949 .

[2]  Stig Nordbeck,et al.  URBAN ALLOMETRIC GROWTH , 1971 .

[3]  C A Doxiadis,et al.  Ekistics, the science of human settlements. , 1970, Science.

[4]  L. Bettencourt,et al.  A unified theory of urban living , 2010, Nature.

[5]  L. Mumford The city in history : its origins, its transformations, and its prospects , 1961 .

[6]  Gordon M. Shepherd,et al.  Olfactory receptors guide axons , 1995, Nature.

[7]  L. Mumford The City in History , 1961 .

[8]  Hernán D. Rozenfeld,et al.  The Area and Population of Cities: New Insights from a Different Perspective on Cities , 2009, 1001.5289.

[9]  Michael Batty,et al.  Fractal Cities: A Geometry of Form and Function , 1996 .

[10]  C. Clark Urban Population Densities , 1951 .

[11]  X. Gabaix Zipf's Law for Cities: An Explanation , 1999 .

[12]  Edward L. Glaeser,et al.  Cities, Agglomeration And Spatial Equilibrium , 2008 .

[13]  D. Helbing,et al.  Growth, innovation, scaling, and the pace of life in cities , 2007, Proceedings of the National Academy of Sciences.

[14]  J. Eeckhout Gibrat's Law for (All) Cities , 2004 .

[15]  M. Batty,et al.  Form Follows Function: Reformulating Urban Population Density Functions , 1992 .

[16]  M. Batty The Size, Scale, and Shape of Cities , 2008, Science.

[17]  H. Stanley,et al.  Modelling urban growth patterns , 1995, Nature.

[18]  L. Bettencourt,et al.  Supplementary Materials for The Origins of Scaling in Cities , 2013 .

[19]  Michael Batty,et al.  Defining City Size , 2011 .

[20]  M. Montgomery The Urban Transformation of the Developing World , 2008, Science.

[21]  Alex Pentland,et al.  Urban characteristics attributable to density-driven tie formation , 2012, Nature Communications.

[22]  Damian H. Zanette,et al.  ZIPF'S LAW AND CITY SIZES: A SHORT TUTORIAL REVIEW ON MULTIPLICATIVE PROCESSES IN URBAN GROWTH , 2007, 0704.3170.

[23]  L. Bettencourt,et al.  Urban Scaling and Its Deviations: Revealing the Structure of Wealth, Innovation and Crime across Cities , 2010, PloS one.

[24]  L. Bettencourt,et al.  Invention in the city: Increasing returns to patenting as a scaling function of metropolitan size , 2007 .

[25]  R. Smeed The Traffic Problem in Towns , 1964 .

[26]  P. Geddes Cities in Evolution: An Introduction to the Town Planning Movement and to the Study of Civics , 1968 .