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Exploring the polycentric city with multi-worker households: an agent-based microeconomic model

Author

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  • Rémi Lemoy

    (uni.lu - Université du Luxembourg = University of Luxembourg = Universität Luxemburg, LET - Laboratoire d'économie des transports - UL2 - Université Lumière - Lyon 2 - ENTPE - École Nationale des Travaux Publics de l'État - CNRS - Centre National de la Recherche Scientifique)

  • Charles Raux

    (LET - Laboratoire d'économie des transports - UL2 - Université Lumière - Lyon 2 - ENTPE - École Nationale des Travaux Publics de l'État - CNRS - Centre National de la Recherche Scientifique)

  • Pablo Jensen

    (IXXI - Institut Rhône-Alpin des systèmes complexes - ENS de Lyon - École normale supérieure de Lyon - UL2 - Université Lumière - Lyon 2 - UJML - Université Jean Moulin - Lyon 3 - Université de Lyon - UCBL - Université Claude Bernard Lyon 1 - Université de Lyon - INSA Lyon - Institut National des Sciences Appliquées de Lyon - Université de Lyon - INSA - Institut National des Sciences Appliquées - Inria - Institut National de Recherche en Informatique et en Automatique - CNRS - Centre National de la Recherche Scientifique - UGA [2016-2019] - Université Grenoble Alpes [2016-2019], LET - Laboratoire d'économie des transports - UL2 - Université Lumière - Lyon 2 - ENTPE - École Nationale des Travaux Publics de l'État - CNRS - Centre National de la Recherche Scientifique, Phys-ENS - Laboratoire de Physique de l'ENS Lyon - ENS de Lyon - École normale supérieure de Lyon - UCBL - Université Claude Bernard Lyon 1 - Université de Lyon - CNRS - Centre National de la Recherche Scientifique)

Abstract

We propose an agent-based dynamics which leads an urban system to the standard equilibrium of the Alonso, Muth, Mills (AMM) framework. Starting for instance from a random initialization, agents move and bid for land, performing a kind of local search and finally leading the system to equilibrium rent, density and land use. Agreement with continuous analytical results is only limited by the discreteness of simulations. We then study polycentrism in cities with this tool. Two job centers are introduced, and the economic, social and environmental outcomes of various polycentric spatial structures are presented. We also introduce two-worker households whose partners may work in different job centers. When various two-worker households are mixed, polycentrism is desirable, as long as centers are not moved too far apart from each other. The environmental outcome is also positive, but housing surfaces increase.

Suggested Citation

  • Rémi Lemoy & Charles Raux & Pablo Jensen, 2016. "Exploring the polycentric city with multi-worker households: an agent-based microeconomic model," Post-Print hal-00602087, HAL.
  • Handle: RePEc:hal:journl:hal-00602087
    DOI: 10.1016/j.compenvurbsys.2016.10.008
    Note: View the original document on HAL open archive server: https://hal.science/hal-00602087v5
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    References listed on IDEAS

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    1. Caruso, Geoffrey & Peeters, Dominique & Cavailhes, Jean & Rounsevell, Mark, 2007. "Spatial configurations in a periurban city. A cellular automata-based microeconomic model," Regional Science and Urban Economics, Elsevier, vol. 37(5), pages 542-567, September.
    2. Chen, Yong & Irwin, Elena G. & Jayaprakash, Ciriyam, 2011. "Incorporating Spatial Complexity into Economic Models of Land Markets and Land Use Change," Agricultural and Resource Economics Review, Cambridge University Press, vol. 40(3), pages 321-340, December.
    3. Glaeser, Edward L. & Kahn, Matthew E., 2010. "The greenness of cities: Carbon dioxide emissions and urban development," Journal of Urban Economics, Elsevier, vol. 67(3), pages 404-418, May.
    4. Alex Anas & Richard Arnott & Kenneth A. Small, 1998. "Urban Spatial Structure," Journal of Economic Literature, American Economic Association, vol. 36(3), pages 1426-1464, September.
    5. Berliant, Marcus & Sabarwal, Tarun, 2008. "When worlds collide: Different comparative static predictions of continuous and discrete agent models with land," Regional Science and Urban Economics, Elsevier, vol. 38(5), pages 438-444, September.
    6. Sullivan, Arthur M., 1986. "A general equilibrium model with agglomerative economies and decentralized employment," Journal of Urban Economics, Elsevier, vol. 20(1), pages 55-74, July.
    7. Fujita,Masahisa, 1991. "Urban Economic Theory," Cambridge Books, Cambridge University Press, number 9780521396455.
    8. Grauwin, Sébastian & Goffette-Nagot, Florence & Jensen, Pablo, 2012. "Dynamic models of residential segregation: An analytical solution," Journal of Public Economics, Elsevier, vol. 96(1), pages 124-141.
    9. Hamilton, Bruce W, 1982. "Wasteful Commuting," Journal of Political Economy, University of Chicago Press, vol. 90(5), pages 1035-1051, October.
    10. Brueckner, Jan K. & Thisse, Jacques-Francois & Zenou, Yves, 1999. "Why is central Paris rich and downtown Detroit poor?: An amenity-based theory," European Economic Review, Elsevier, vol. 43(1), pages 91-107, January.
    11. Giuliano, Genevieve & Small, Kenneth A., 1991. "Subcenters in the Los Angeles region," Regional Science and Urban Economics, Elsevier, vol. 21(2), pages 163-182, July.
    12. Tajibaeva, Liaila & Haight, Robert G. & Polasky, Stephen, 2008. "A discrete-space urban model with environmental amenities," Resource and Energy Economics, Elsevier, vol. 30(2), pages 170-196, May.
    13. Fujita, Masahisa, 1985. "Existence and uniqueness of equilibrium and optimal land use : Boundary rent curve approach," Regional Science and Urban Economics, Elsevier, vol. 15(2), pages 295-324, June.
    14. Rémi Lemoy & Eric Bertin & Pablo Jensen, 2011. "Socio-economic utility and chemical potential," Post-Print hal-00909788, HAL.
    15. Tatiana Filatova & Dawn C. Parker & Anne van der Veen, 2009. "Agent-Based Urban Land Markets: Agent's Pricing Behavior, Land Prices and Urban Land Use Change," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 12(1), pages 1-3.
    16. Fujita, Masahisa & Smith, Tony E., 1987. "Existence of continuous residential land-use equilibria," Regional Science and Urban Economics, Elsevier, vol. 17(4), pages 549-594, November.
    17. Qingxu Huang & Dawn C Parker & Tatiana Filatova & Shipeng Sun, 2014. "A Review of Urban Residential Choice Models Using Agent-Based Modeling," Environment and Planning B, , vol. 41(4), pages 661-689, August.
    18. Brownstone, David & Golob, Thomas F., 2009. "The impact of residential density on vehicle usage and energy consumption," Journal of Urban Economics, Elsevier, vol. 65(1), pages 91-98, January.
    19. Glaeser, Edward L. & Kahn, Matthew E. & Rappaport, Jordan, 2008. "Why do the poor live in cities The role of public transportation," Journal of Urban Economics, Elsevier, vol. 63(1), pages 1-24, January.
    20. Chen, Yong & Irwin, Elena G. & Jayaprakash, Ciriyam, 2011. "Incorporating Spatial Complexity into Economic Models of Land Markets and Land Use Change," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 40(3), pages 1-20, December.
    21. Kohlhase, Janet E, 1986. "Labor Supply and Housing Demand for One- and Two-Earner Households," The Review of Economics and Statistics, MIT Press, vol. 68(1), pages 48-57, February.
    22. Wu, JunJie & Plantinga, Andrew J., 2003. "The influence of public open space on urban spatial structure," Journal of Environmental Economics and Management, Elsevier, vol. 46(2), pages 288-309, September.
    23. Sebastian Grauwin & Florence Goffette-Nagot & Pablo Jensen, 2012. "Dynamic models of residential segregation: An analytical solution," Post-Print halshs-00733842, HAL.
    24. Elena G. Irwin, 2010. "New Directions For Urban Economic Models Of Land Use Change: Incorporating Spatial Dynamics And Heterogeneity," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 65-91, February.
    25. Fujita, Masahisa & Ogawa, Hideaki, 1982. "Multiple equilibria and structural transition of non-monocentric urban configurations," Regional Science and Urban Economics, Elsevier, vol. 12(2), pages 161-196, May.
    26. R'emi Lemoy & Eric Bertin & Pablo Jensen, 2010. "Socio-economic utility and chemical potential," Papers 1010.3225, arXiv.org, revised Feb 2011.
    27. Junfu Zhang, 2011. "Tipping And Residential Segregation: A Unified Schelling Model," Journal of Regional Science, Wiley Blackwell, vol. 51(1), pages 167-193, February.
    28. Asami, Y. & Fujita, M. & Smith, T. E., 1991. "On the foundations of land use theory : Discrete versus continuous populations," Regional Science and Urban Economics, Elsevier, vol. 20(4), pages 473-508, February.
    29. Wheaton, William C., 2004. "Commuting, congestion, and employment dispersal in cities with mixed land use," Journal of Urban Economics, Elsevier, vol. 55(3), pages 417-438, May.
    30. Robert E. Lucas & Esteban Rossi-Hansberg, 2002. "On the Internal Structure of Cities," Econometrica, Econometric Society, vol. 70(4), pages 1445-1476, July.
    31. Janice F. Madden & JMichelle J. White, 1980. "Spatial Implications of Increases in the Female Labor Force: A Theoretical and Empirical Synthesis," Land Economics, University of Wisconsin Press, vol. 56(4), pages 432-446.
    32. Brueckner, Jan K., 1987. "The structure of urban equilibria: A unified treatment of the muth-mills model," Handbook of Regional and Urban Economics, in: E. S. Mills (ed.), Handbook of Regional and Urban Economics, edition 1, volume 2, chapter 20, pages 821-845, Elsevier.
    33. Philip G. Hartwick & John M. Hartwick, 1974. "Efficient Resource Allocation in a Multinucleated City with Intermediate Goods," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 88(2), pages 340-352.
    34. Wieand, Kenneth F., 1987. "An extension of the monocentric urban spatial equilibrium model to a multicenter setting: The case of the two-center city," Journal of Urban Economics, Elsevier, vol. 21(3), pages 259-271, May.
    35. Christy Spivey, 2008. "The Mills—Muth Model of Urban Spatial Structure: Surviving the Test of Time?," Urban Studies, Urban Studies Journal Limited, vol. 45(2), pages 295-312, February.
    36. White, Michelle J., 1976. "Firm suburbanization and urban subcenters," Journal of Urban Economics, Elsevier, vol. 3(4), pages 323-343, October.
    37. White, Michelle J., 1988. "Location choice and commuting behavior in cities with decentralized employment," Journal of Urban Economics, Elsevier, vol. 24(2), pages 129-152, September.
    38. Yinger, John, 1992. "City and suburb: Urban models with more than one employment center," Journal of Urban Economics, Elsevier, vol. 31(2), pages 181-205, March.
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    Cited by:

    1. Dorothée Brécard & Rémy Le Boennec & Frédéric Salladarré, 2018. "Accessibility, local pollution and housing prices. Evidence from Nantes Métropole, France," Economie et Statistique / Economics and Statistics, Institut National de la Statistique et des Etudes Economiques (INSEE), issue 500-501-5, pages 97-115.
    2. Rémi Lemoy & Charles Raux & Pablo Jensen, 2013. "Where in cities do "rich" and "poor" people live? The urban economics model revisited," Working Papers hal-00805116, HAL.
    3. Pangallo, Marco & Nadal, Jean-Pierre & Vignes, Annick, 2019. "Residential income segregation: A behavioral model of the housing market," Journal of Economic Behavior & Organization, Elsevier, vol. 159(C), pages 15-35.

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    Keywords

    urban economics; location choice; polycentric city; two-worker households; agent-based model;
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