The Methodological Status of Agent-Based Simulations
In this paper I give a tentative assessment of the methodological status of agent based simulations. I first show under which conditions ABS can be a complement to traditional modelling. I then consider whether they can be held as a sound methodology of their own. Various topics relevant to the argument are briefly discussed, such as the forecasting role of theories, the realism of assumptions, Hayek’s insights on economics methodology. I cast the arguments given into some results of modern theory of abductive inference, providing a framework that helps clarify the logical status of simulations, and gives some hints on how to foster their role as a self sustained tool for economic reasoning.
|Date of creation:||2002|
|Contact details of provider:|| Postal: Via Real Collegio, 30, 10024 Moncalieri (To)|
Web page: http://www.laboratoriorevelli.it/
More information through EDIRC
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Nicolaas J. Vriend, 2002.
"Was Hayek an Ace?,"
Southern Economic Journal,
Southern Economic Association, vol. 68(4), pages 811-840, April.
- Nicolaas J. Vriend, 1999. "Was Hayek an Ace?," Working Papers 403, Queen Mary University of London, School of Economics and Finance.
- Nick Vriend, 2000. "Was Hayek An Ace?," Computing in Economics and Finance 2000 272, Society for Computational Economics.
- Judd, Kenneth L., 1997. "Computational economics and economic theory: Substitutes or complements?," Journal of Economic Dynamics and Control, Elsevier, vol. 21(6), pages 907-942, June.
- Kenneth L. Judd, 1997. "Computational Economics and Economic Theory: Substitutes or Complements," NBER Technical Working Papers 0208, National Bureau of Economic Research, Inc.
- Leigh Tesfatsion, 2000. "Agent-Based Computational Economics: A Brief Guide to the Literature," Computational Economics 0004001, EconWPA.
- Nigel Gilbert & Pietro Terna, 2000. "How to build and use agent-based models in social science," Mind & Society: Cognitive Studies in Economics and Social Sciences, Springer;Fondazione Rosselli, vol. 1(1), pages 57-72, March.
- David, Paul A, 1985. "Clio and the Economics of QWERTY," American Economic Review, American Economic Association, vol. 75(2), pages 332-337, May.
- Paul J. McNulty, 1968. "Economic Theory and the Meaning of Competition," The Quarterly Journal of Economics, Oxford University Press, vol. 82(4), pages 639-656.
- Machlup, Fritz, 1978. "Methodology of Economics and Other Social Sciences," Elsevier Monographs, Elsevier, edition 1, number 9780124645509 edited by Shell, Karl.
- Hausman,Daniel M., 1992. "The Inexact and Separate Science of Economics," Cambridge Books, Cambridge University Press, number 9780521415019, Diciembre.
- Hausman,Daniel M., 1992. "The Inexact and Separate Science of Economics," Cambridge Books, Cambridge University Press, number 9780521425230, Diciembre.
- Paul J. McNulty, 1967. "A Note on the History of Perfect Competition," Journal of Political Economy, University of Chicago Press, vol. 75, pages 395-395.
- Joshua M. Epstein & Robert L. Axtell, 1996. "Growing Artificial Societies: Social Science from the Bottom Up," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262550253, July. Full references (including those not matched with items on IDEAS)