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Spatial evolution of industries modelled by cellular automata

Author

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  • Zoričak, Martin
  • Horváth, Denis
  • Gazda, Vladimír
  • Hudec, Oto

Abstract

Traditional economic theories often neglect evolutionary aspects and thus offer sterile answers to essential questions grounded in economic reality, such as the dependence of industrial structure on technological progress, evolution of the cooperation/competition within or among industries, or evolutionary stability of cooperation networks. We present a conceptual model of industrial evolution based on agent-based modelling and cellular automata. In evolutionary simulation, the least fitted firms are repeatedly forced to adapt to the changing environment by partial mutations of their profiles. Following self-organised criticality, even a small change in an industrial profile can cause massive waves of firm restructuring causing new spatial patterns. In the long term, new industrial profiles emerge, and firms become self-organised in spatial clusters evolving towards Zipf’s rank-size distribution. The proposed model is able to appropriately explain the long-term evolution of industrial economic structures in both time and space.

Suggested Citation

  • Zoričak, Martin & Horváth, Denis & Gazda, Vladimír & Hudec, Oto, 2021. "Spatial evolution of industries modelled by cellular automata," Journal of Business Research, Elsevier, vol. 129(C), pages 580-588.
    • Handle: RePEc:eee:jbrese:v:129:y:2021:i:c:p:580-588
    DOI: 10.1016/j.jbusres.2019.12.043
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    1. Gilles Duranton, 2007. "Urban Evolutions: The Fast, the Slow, and the Still," American Economic Review, American Economic Association, vol. 97(1), pages 197-221, March.
    2. Esteban Rossi-Hansberg & Mark L. J. Wright, 2007. "Urban Structure and Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(2), pages 597-624.
    3. Kristian Behrens & Gilles Duranton & Frédéric Robert-Nicoud, 2014. "Productive Cities: Sorting, Selection, and Agglomeration," Journal of Political Economy, University of Chicago Press, vol. 122(3), pages 507-553.
    4. Glaeser, Edward L & Hedi D. Kallal & Jose A. Scheinkman & Andrei Shleifer, 1992. "Growth in Cities," Journal of Political Economy, University of Chicago Press, vol. 100(6), pages 1126-1152, December.
      • Edward L. Glaeser & Hedi D. Kallal & Jose A. Scheinkman & Andrei Shleifer, 1991. "Growth in Cities," NBER Working Papers 3787, National Bureau of Economic Research, Inc.
      • Glaeser, Edward Ludwig & Kallal, Hedi D. & Scheinkman, Jose A. & Shleifer, Andrei, 1992. "Growth in Cities," Scholarly Articles 3451309, Harvard University Department of Economics.
    5. Edward L. Glaeser, 1998. "Are Cities Dying?," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 139-160, Spring.
    6. Henri De Groot & Peter Mulder & Marten Kamphorst, 2014. "The Urban Hierarchy Unraveled: A Meta-Analysis on the Rank-Size Rule," ERSA conference papers ersa14p1555, European Regional Science Association.
    7. Xavier Gabaix & Rustam Ibragimov, 2011. "Rank - 1 / 2: A Simple Way to Improve the OLS Estimation of Tail Exponents," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 29(1), pages 24-39, January.
    8. Ron Martin & Peter Sunley, 2006. "Path dependence and regional economic evolution," Journal of Economic Geography, Oxford University Press, vol. 6(4), pages 395-437, August.
    9. Segarra, Agustí & Teruel, Mercedes, 2012. "An appraisal of firm size distribution: Does sample size matter?," Journal of Economic Behavior & Organization, Elsevier, vol. 82(1), pages 314-328.
    10. Schmitz, Hubert & Musyck, Bernard, 1994. "Industrial districts in Europe: Policy lessons for developing countries?," World Development, Elsevier, vol. 22(6), pages 889-910, June.
    11. Xavier Gabaix, 1999. "Zipf's Law for Cities: An Explanation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(3), pages 739-767.
    12. Klock, Mark S. & Mansi, Sattar A. & Maxwell, William F., 2005. "Does Corporate Governance Matter to Bondholders?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 40(4), pages 693-719, December.
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