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Computer simulations, mathematics and economics

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Author Info
Fontana Magda () (University of Turin)
Abstract

Economists lise different kinds of computer simulation. However, there is little attention on the theory of simulation, which is considered either a technology or an extension of mathematical theory or, else, a way of modelling that is alternative to verbal description and mathematical models. The paper suggests a systematisation of the relationship between simulations, mathematics and economics. In particular, it traces the evolution of simulation techniques, comments some of the contributions that deal with their nature, and, finally, illustrates with some examples their influence on economie theory. Keywords: Computer simulation, economie methodology, multi-agent programming techniques.

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File URL: http://www.cesmep.unito.it/WP/2005/6_WP_Cesmep.pdf
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Paper provided by University of Turin in its series CESMEP Working Papers with number 200506.

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Length: 33 pages
Date of creation: 12 May 2005
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Handle: RePEc:uto:cesmep:200506

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Web page: http://www.unito.it/
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  1. Orcutt, Guy H., 1990. "From engineering to microsimulation : An autobiographical reflection," Journal of Economic Behavior & Organization, Elsevier, vol. 14(1), pages 5-27, September. [Downloadable!] (restricted)
  2. Nick Vriend, 2000. "Was Hayek An Ace?," Computing in Economics and Finance 2000 272, Society for Computational Economics. [Downloadable!]
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  3. Holland, John H & Miller, John H, 1991. "Artificial Adaptive Agents in Economic Theory," American Economic Review, American Economic Association, vol. 81(2), pages 365-71, May. [Downloadable!] (restricted)
  4. Williamson, Oliver E, 1988. "The Logic of Economic Organization," Journal of Law, Economics and Organization, Oxford University Press, vol. 4(1), pages 65-93, Spring.
  5. Arifovic, Jasmina, 1996. "The Behavior of the Exchange Rate in the Genetic Algorithm and Experimental Economies," Journal of Political Economy, University of Chicago Press, vol. 104(3), pages 510-41, June. [Downloadable!] (restricted)
  6. Tesfatsion, Leigh S. & Judd, Kenneth L., 2003. "Handbook of Computational Economics, Vol. 2: Agent-Based Computational Economics," Staff General Research Papers 10368, Iowa State University, Department of Economics. [Downloadable!]
  7. Kirman, Alan, 1989. "The Intrinsic Limits of Modern Economic Theory: The Emperor Has No Clothes," Economic Journal, Royal Economic Society, vol. 99(395), pages 126-39, Supplemen. [Downloadable!] (restricted)
  8. Schelling, Thomas C, 1969. "Models of Segregation," American Economic Review, American Economic Association, vol. 59(2), pages 488-93, May. [Downloadable!] (restricted)
  9. Leigh Tesfatsion, 2002. "Agent-Based Computational Economics," Computational Economics 0203001, EconWPA, revised 15 Aug 2002. [Downloadable!]
  10. David Colander, 2003. "The Complexity Revolution and the Future of Economics," Middlebury College Working Paper Series 0319, Middlebury College, Department of Economics. [Downloadable!]
  11. Leigh Tesfatsion, 2006. "Agent-Based Computational Economics: A Constructive Approach to Economic Theory," Computing in Economics and Finance 2006 527, Society for Computational Economics.
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