Co-evolution of Density and Topology in a Simple Model of City Formation |
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Authors: | Marc Barthélemy Alessandro Flammini |
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Affiliation: | (1) Département de Physique Théorique et Appliquée, CEA-Centre d’Etudes de Bruyères-le-Chatel, BP12, 91680 Bruyères-Le-Chatel, France;(2) Centre d’Analyse et Mathématique Sociales (CAMS, UMR 8557 CNRS-EHESS), Ecole des Hautes Etudes en Sciences Sociales, 54 bd. Raspail, 75270 Paris Cedex 06, France;(3) School of Informatics, Indiana University, 901 E. Tenth St., 47408 Bloomington, IN, USA |
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Abstract: | We study the influence that population density and the road network have on each others’ growth and evolution. We use a simple model of formation and evolution of city roads which reproduces the most important empirical features of street networks in cities. Within this framework, we explicitly introduce the topology of the road network and analyze how it evolves and interact with the evolution of population density. We show that accessibility issues -pushing individuals to get closer to high centrality nodes- lead to high density regions and the appearance of densely populated centers. In particular, this model reproduces the empirical fact that the density profile decreases exponentially from a core district. In this simplified model, the size of the core district depends on the relative importance of transportation and rent costs. |
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Keywords: | Networks City formation and evolution Urban economics |
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