A complex network approach to urban growth
AbstractThe economic geography can be viewed as a large and growing network of interacting activities. This fundamental network structure and the large size of such systems makes complex networks an attractive model for its analysis. In this paper we propose the use of complex networks for geographical modeling and demonstrate how such an application can be combined with a cellular model to produce output that is consistent with large scale regularities such as power laws and fractality. Complex networks can provide a stringent framework for growth dynamic modeling where concepts from e.g. spatial interaction models and multiplicative growth models can be combined with the flexible representation of land and behavior found in cellular automata and agent-based models. In addition, there exists a large body of theory for the analysis of complex networks that have direct applications for urban geographic problems. The intended use of such models is twofold: i) to address the problem of how the empirically observed hierarchical structure of settlements can be explained as a stationary property of a stochastic evolutionary process rather than as equilibrium points in a dynamics, and, ii) to improve the prediction quality of applied urban modeling.
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Bibliographic InfoPaper provided by Utrecht University, Section of Economic Geography in its series Papers in Evolutionary Economic Geography (PEEG) with number 0505.
Length: 26 pages
Date of creation: Feb 2005
Date of revision: Feb 2005
evolutionary economics; complex networks; urban growth;
Other versions of this item:
- NEP-ALL-2006-01-01 (All new papers)
- NEP-GEO-2006-01-01 (Economic Geography)
- NEP-KNM-2006-01-01 (Knowledge Management & Knowledge Economy)
- NEP-NET-2006-01-01 (Network Economics)
- NEP-SOC-2006-01-01 (Social Norms & Social Capital)
- NEP-URE-2006-01-01 (Urban & Real Estate Economics)
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- Emily M. Jin & Michelle Girvan & M. E. J. Newman, 2001. "The Structure of Growing Social Networks," Working Papers 01-06-032, Santa Fe Institute.
- Rosen, Kenneth T. & Resnick, Mitchel, 1980. "The size distribution of cities: An examination of the Pareto law and primacy," Journal of Urban Economics, Elsevier, vol. 8(2), pages 165-186, September.
- Robert Axtell and Richard Florida, 2001. "Emergent Cities: A Microeconomic Explanation for Zipf's Law," Computing in Economics and Finance 2001 154, Society for Computational Economics.
- William J. Reed, 2002. "On the Rank-Size Distribution for Human Settlements," Journal of Regional Science, Wiley Blackwell, vol. 42(1), pages 1-17.
- Henry G. Overman & Yannis Ioannides, 2000.
"Zipf's law for cities: an empirical examination,"
LSE Research Online Documents on Economics
20136, London School of Economics and Political Science, LSE Library.
- Y Ioannides & Henry Overman, 2000. "Zipfs Law for Cities: An Empirical Examination," CEP Discussion Papers dp0484, Centre for Economic Performance, LSE.
- Yannis Menelaos Ioannides & Henry G. Overman, 2003. "Zipf’s law for cities : an empirical examination," LSE Research Online Documents on Economics 583, London School of Economics and Political Science, LSE Library.
- Dendrinos, Dimitrios S & Rosser, J Barkley, Jr, 1992. "Fundamental Issues in Nonlinear Urban Population Dynamic Models: Theory and a Synthesis," The Annals of Regional Science, Springer, vol. 26(2), pages 135-45, June.
- S. Redner, 1998. "How popular is your paper? An empirical study of the citation distribution," The European Physical Journal B - Condensed Matter and Complex Systems, Springer, vol. 4(2), pages 131-134, July.
- Barabási, Albert-László & Albert, Réka & Jeong, Hawoong, 1999. "Mean-field theory for scale-free random networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 272(1), pages 173-187.
- Ergün, G. & Rodgers, G.J., 2002. "Growing random networks with fitness," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 303(1), pages 261-272.
- L Sanders & D Pumain & H Mathian & F Gu�rin-Pace & S Bura, 1997. "SIMPOP: a multiagent system for the study of urbanism," Environment and Planning B: Planning and Design, Pion Ltd, London, vol. 24(2), pages 287-305, March.
- Krugman, Paul, 1991.
"Increasing Returns and Economic Geography,"
Journal of Political Economy,
University of Chicago Press, vol. 99(3), pages 483-99, June.
- Andersson, Claes & Hellervik, Alexander & Lindgren, Kristian, 2005. "A spatial network explanation for a hierarchy of urban power laws," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 345(1), pages 227-244.
- Claes Andersson & Steen Rasmussen & Roger White, 2002. "Urban settlement transitions," Environment and Planning B: Planning and Design, Pion Ltd, London, vol. 29(6), pages 841-865, November.
- Xavier Gabaix, 1999. "Zipf'S Law For Cities: An Explanation," The Quarterly Journal of Economics, MIT Press, vol. 114(3), pages 739-767, August.
- Steven Brakman & Harry Garretsen, 2003. "Rethinking the "New' Geographical Economics," Regional Studies, Taylor & Francis Journals, vol. 37(6-7), pages 637-648.
- Henderson, J V, 1974.
"The Sizes and Types of Cities,"
American Economic Review,
American Economic Association, vol. 64(4), pages 640-56, September.
- Taisei Kaizoji, 2003.
"Scaling behavior in land markets,"
cond-mat/0302470, arXiv.org, revised Mar 2006.
- Kaizoji, Taisei, 2003. "Scaling behavior in land markets," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 326(1), pages 256-264.
- Barabási, Albert-László & Albert, Réka & Jeong, Hawoong, 2000. "Scale-free characteristics of random networks: the topology of the world-wide web," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 281(1), pages 69-77.
- Nijkamp Peter, 2012.
"Behaviour of Humans and Behaviour of Models in Dynamic Space,"
De Gruyter Open, vol. 31(2), pages 7-19, June.
- Peter Nijkamp, 2011. "Behaviour of Humans and Behaviour of Models in Dynamic Space," Tinbergen Institute Discussion Papers 11-105/3, Tinbergen Institute.
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