This file is part of IDEAS, which uses RePEc data


[ Papers | Articles | Software | Books | Chapters | Authors | Institutions | JEL Classification | NEP reports | Search | New papers by email | Author registration | Rankings | Volunteers | FAQ | Blog | Help! ]

Agent-Based Modelling: A Methodology for Neo-Schumpeterian Economics

Author info | Abstract | Publisher info | Download info | Related research | Statistics
Author Info
Andreas Pyka (University of Augsburg, Department of Economics)
Giorgio Fagiolo (Laboratory of Economics and Management, Pisa (Italy))

Additional information is available for the following registered author(s):

Abstract

Modellers have had to wrestle with an unavoidable trade-off between the demand of a general theoretical approach and the descriptive accuracy required to model a particular phenomenon. A new class of simulation models has shown to be well adapted to this challenge, basically by shifting outwards this trade-off: So-called agent-based models (ABMs henceforth) are increasingly used for the modelling of socio-economic developments. Our paper deals with the new requirements for modelling entailed by the necessity to focus on qualitative developments, pattern formation, etc. which is generally highlighted within Neo-Schumpeterian Economics and the possibilities given by ABMs.

Download Info
To download:

If you experience problems downloading a file, check if you have the proper application to view it first. Information about this may be contained in the File-Format links below. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.

File URL: http://www.wiwi.uni-augsburg.de/vwl/institut/paper/272.pdf
File Format: application/pdf
File Function:
Download Restriction: no

Publisher Info
Paper provided by Universitaet Augsburg, Institute for Economics in its series Discussion Paper Series with number 272.

Download reference. The following formats are available: HTML (with abstract), plain text (with abstract), BibTeX, RIS (EndNote, RefMan, ProCite), ReDIF
Length: pages
Date of creation: Feb 2005
Date of revision:
Handle: RePEc:aug:augsbe:0272

Contact details of provider:
Postal: Universitaetsstrasse 16, D-86159 Augsburg, Germany
Phone: +49 821 598 4189
Fax: +49 821 598 4217
Email:
Web page: http://www.wiwi.uni-augsburg.de/vwl/institut
More information through EDIRC

For technical questions regarding this item, or to correct its listing, contact: (Dr. Ekkehard Baron von Knorring).

Related research
Keywords: Simulation; Neo-Schumpeterian Economics; Agents;

Find related papers by JEL classification:
B52 - Schools of Economic Thought and Methodology - - Current Heterodox Approaches - - - Institutional; Evolutionary
O30 - Economic Development, Technological Change, and Growth - - Technological Change - - - General

This paper has been announced in the following NEP Reports:

References listed on IDEAS
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.:
  1. Lane, David A, 1993. "Artificial Worlds and Economics, Part I," Journal of Evolutionary Economics, Springer, vol. 3(2), pages 89-107, May.
  2. 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)
  3. Alan Kirman, 1997. "The economy as an evolving network," Journal of Evolutionary Economics, Springer, vol. 7(4), pages 339-353. [Downloadable!] (restricted)
  4. Smith, Vernon L, 1985. "Experimental Economics: Reply," American Economic Review, American Economic Association, vol. 75(1), pages 264-72, March. [Downloadable!] (restricted)
  5. Page, Scott E., 1997. "On Incentives and Updating in Agent Based Models," Working Papers 1001, California Institute of Technology, Division of the Humanities and Social Sciences. [Downloadable!]
  6. Kirman, Alan P, 1992. "Whom or What Does the Representative Individual Represent?," Journal of Economic Perspectives, American Economic Association, vol. 6(2), pages 117-36, Spring. [Downloadable!] (restricted)
  7. Fagiolo, Giorgio, 2005. "Endogenous neighborhood formation in a local coordination model with negative network externalities," Journal of Economic Dynamics and Control, Elsevier, vol. 29(1-2), pages 297-319, January. [Downloadable!] (restricted)
  8. Giorgio Fagiolo & Luigi Marengo & Marco Valente, . "Endogenous Networks in Random Population Games," Modeling, Computing, and Mastering Complexity 2003 05, Society for Computational Economics. [Downloadable!]
    Other versions:
  9. Hans M. Amman & David A. Kendrick, . "Computational Economics," Online economics textbooks, SUNY-Oswego, Department of Economics, number comp1, March. [Downloadable!]
  10. Thomas Grebel & Andreas Pyka & Horst Hanusch, 2001. "An Evolutionary Approach to the Theory of Entrepreneurship," Discussion Paper Series 206, Universitaet Augsburg, Institute for Economics. [Downloadable!]
  11. Page, Scott E, 1997. "On Incentives and Updating in Agent Based Models," Computational Economics, Springer, vol. 10(1), pages 67-87, February. [Downloadable!]
  12. Richard R. Nelson, 1995. "Recent Evolutionary Theorizing about Economic Change," Journal of Economic Literature, American Economic Association, vol. 33(1), pages 48-90, March. [Downloadable!] (restricted)
  13. Dosi, Giovanni, 1988. "Sources, Procedures, and Microeconomic Effects of Innovation," Journal of Economic Literature, American Economic Association, vol. 26(3), pages 1120-71, September. [Downloadable!] (restricted)
  14. Lane, David A, 1993. "Artificial Worlds and Economics, Part II," Journal of Evolutionary Economics, Springer, vol. 3(3), pages 177-97, August.
  15. Foley Duncan K., 1994. "A Statistical Equilibrium Theory of Markets," Journal of Economic Theory, Elsevier, vol. 62(2), pages 321-345, April. [Downloadable!] (restricted)
Full references

Cited by:
(explanations, 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.)

  1. Giovanni Dosi & Giorgio Fagiolo & Andrea Roventini, 2006. "An Evolutionary Model of Endogenous Business Cycles," Computational Economics, Springer, vol. 27(1), pages 3-34, February. [Downloadable!] (restricted)
  2. Giorgio Fagiolo & Andrea Roventini, 2008. "On the Scientific Status of Economic Policy: A Tale of Alternative Paradigms," LEM Papers Series 2008/03, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy. [Downloadable!]
    Other versions:
  3. Pier Saviotti & Andreas Pyka, 2008. "Product variety, competition and economic growth," Journal of Evolutionary Economics, Springer, vol. 18(3), pages 323-347, August. [Downloadable!] (restricted)
  4. Giorgio Fagiolo & Paul Windrum & Alessio Moneta, 2006. "Empirical Validation of Agent Based Models: A Critical Survey," LEM Papers Series 2006/14, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy. [Downloadable!]
  5. Giovanni Dosi & Giorgio Fagiolo & Andrea Roventini, 2008. "The microfoundations of business cycles: an evolutionary, multi-agent model," Journal of Evolutionary Economics, Springer, vol. 18(3), pages 413-432, August. [Downloadable!] (restricted)
  6. Giovanni Dosi & Giorgio Fagiolo & Andrea Roventini, 2008. "Schumpeter Meeting Keynes: A Policy-Friendly Model of Endogenous Growth and Business Cycles," LEM Papers Series 2008/21, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy. [Downloadable!]
    Other versions:
  7. Giorgio Fagiolo & Alessio Moneta & Paul Windrum, 2007. "A Critical Guide to Empirical Validation of Agent-Based Models in Economics: Methodologies, Procedures, and Open Problems," Computational Economics, Springer, vol. 30(3), pages 195-226, October. [Downloadable!] (restricted)
  8. Horst Hanusch & Andreas Pyka, 2006. "Manifesto for Comprehensive Neo-Schumpeterian Economics," Discussion Paper Series 289, Universitaet Augsburg, Institute for Economics. [Downloadable!]
Statistics
Access and download statistics

Did you know? Authors can create their own profile with links to their works on the RePEc Author Service.

This page was last updated on 2009-11-8.

This information is provided to you by IDEAS at the Department of Economics, College of Liberal Arts and Sciences, University of Connecticut using RePEc data on a server sponsored by the Society for Economic Dynamics.