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Recognizing Investment Opportunities at the Onset of Recoveries

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  • Guido Fioretti

    ()
    (University of Siena, Centro Sistemi Complessi)

Abstract

Investment decision-making is modeled by means of a Kohonen neural net, whose neurons represent firms as decision-makers. Thus, the network reconstructs collective decision-making by the productive system. This model focuses on the decision to invest in novel fields of activity, which requires that managers recognize the emergence of a new technological pattern. Recognizing the value of information is not obvious, since it depends on a firm's mental categories. For instance, in 1964 Olivetti sold its electronics division in the firm belief, well supported by a tradition of excellence in mechanics, that computers would never substitute typing machines.

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Bibliographic Info

Paper provided by Society for Computational Economics in its series Modeling, Computing, and Mastering Complexity 2003 with number 07.

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Handle: RePEc:sce:cplx03:07

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Web page: http://zai.ini.unizh.ch/complexity2003/
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Keywords: Investment; Innovation; Accelerator; Neural Networks; Cognition; Mental Categories;

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  1. Cho, In-Koo & Sargent, Thomas J., 1996. "Neural networks for encoding and adapting in dynamic economies," Handbook of Computational Economics, in: H. M. Amman & D. A. Kendrick & J. Rust (ed.), Handbook of Computational Economics, edition 1, volume 1, chapter 9, pages 441-470 Elsevier.
  2. Bronwyn H. Hall & Jacques Mairesse & Benoit Mulkay, 1998. "Firm-level investment in France an the United States: an exploration of what we have learned in twenty years," IFS Working Papers W98/10, Institute for Fiscal Studies.
  3. Bigsten, Arne, et al, 1999. " Investment in Africa's Manufacturing Sector: A Four Country Panel Data Analysis," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(4), pages 489-512, November.
  4. Gilboa, Itzhak & Schmeidler, David, 1996. "Case-Based Optimization," Games and Economic Behavior, Elsevier, vol. 15(1), pages 1-26, July.
  5. Gilboa, Itzhak & Schmeidler, David, 1995. "Case-Based Decision Theory," The Quarterly Journal of Economics, MIT Press, vol. 110(3), pages 605-39, August.
  6. Rachel Griffith & Stephen Redding & John Van Reenen, 2003. "R&D and absorptive capacity : theory and empirical evidence," LSE Research Online Documents on Economics 209, London School of Economics and Political Science, LSE Library.
  7. Itzhak Gilboa & David Schmeidler, 1996. "Act similarity in case-based decision theory (*)," Economic Theory, Springer, vol. 9(1), pages 47-62.
  8. Jason Barr & Francesco Saraceno, 2005. "Modeling the Firm as an Artificial Neural Network," Working Papers Rutgers University, Newark 2005-011, Department of Economics, Rutgers University, Newark.
  9. Richard Kneller, 2005. "Frontier Technology, Absorptive Capacity and Distance," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 67(1), pages 1-23, 02.
  10. Daron Acemoglu, 1992. "Learning about Others Actions and the Investment Accelerator," CEP Discussion Papers dp0072, Centre for Economic Performance, LSE.
  11. Sourafel Girma, 2003. "Absorptive capacity and productivity spillovers From FDI: a threshold regression analysis," European Economy Group Working Papers 25, European Economy Group.
  12. Arrow, Kenneth J, 1969. "Classificatory Notes on the Production and Transmission of Technological Knowledge," American Economic Review, American Economic Association, vol. 59(2), pages 29-35, May.
  13. Lensink, Robert & Sterken, Elmer, 2000. " Capital Market Imperfections, Uncertainty and Corporate Investment in the Czech Republic," Economic Change and Restructuring, Springer, vol. 33(1-2), pages 53-70.
  14. Guido Fioretti, 2002. "The Investment Acceleration Principle Revisited by Means of a Neural Net," Computational Economics 0207002, EconWPA.
  15. Peter K. Clark, 1979. "Investment in the 1970s: Theory, Performance, and Prediction," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 10(1), pages 73-124.
  16. Murat Yildizoglu, 2002. "Connecting adaptive behaviour and expectations in models of innovation: The Potential Role of Artificial Neural Networks," Computing in Economics and Finance 2002 200, Society for Computational Economics.
  17. Baxter, Marianne, 1996. "Are Consumer Durables Important for Business Cycles?," The Review of Economics and Statistics, MIT Press, vol. 78(1), pages 147-55, February.
  18. Barr, Jason & Saraceno, Francesco, 2002. "A computational theory of the firm," Journal of Economic Behavior & Organization, Elsevier, vol. 49(3), pages 345-361, November.
  19. Lucas, Robert E, Jr, 1975. "An Equilibrium Model of the Business Cycle," Journal of Political Economy, University of Chicago Press, vol. 83(6), pages 1113-44, December.
  20. Sourafel Girma, 2005. "Technology Transfer from Acquisition FDI and the Absorptive Capacity of Domestic Firms: An Empirical Investigation," Open Economies Review, Springer, vol. 16(2), pages 175-187, April.
  21. Barr, Jason & Saraceno, Francesco, 2005. "Cournot competition, organization and learning," Journal of Economic Dynamics and Control, Elsevier, vol. 29(1-2), pages 277-295, January.
  22. Sgroi, D., 2003. "Using Neural Networks to Model Bounded Rationality in Interactive Decision-Making," Cambridge Working Papers in Economics 0339, Faculty of Economics, University of Cambridge.
  23. Sargent, Thomas J, 1989. "Two Models of Measurements and the Investment Accelerator," Journal of Political Economy, University of Chicago Press, vol. 97(2), pages 251-87, April.
  24. Kumaraswamy Velupillai, . "The Computable Approach to Economics," Working Papers _005, University of California at Los Angeles, Center for Computable Economics.
  25. Kumaraswamy Velupillai, 1999. "Non-maximum Disequilibrium Macrodynamics," Economic Systems Research, Taylor & Francis Journals, vol. 11(2), pages 113-126.
  26. Krishna Rao Akkina & Mehmet Ali Celebi, 2002. "The Determinants of Private Fixed Investment and the Relationship between Public and Private Capital Accumulation in Turkey," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 41(3), pages 243-254.
  27. Bean, Charles R, 1981. "An Econometric Model of Manufacturing Investment in the UK," Economic Journal, Royal Economic Society, vol. 91(361), pages 106-21, March.
  28. Rubinstein, Ariel, 1993. "On Price Recognition and Computational Complexity in a Monopolistic Model," Journal of Political Economy, University of Chicago Press, vol. 101(3), pages 473-84, June.
  29. Francis Teal & Stefan Dercon & Måns Söderbom, 1997. "Investment in Africa`s manufacturing sector: a four-country panel data analysis," Economics Series Working Papers WPS/1997-11, University of Oxford, Department of Economics.
  30. Abramovitz, Moses, 1986. "Catching Up, Forging Ahead, and Falling Behind," The Journal of Economic History, Cambridge University Press, vol. 46(02), pages 385-406, June.
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Cited by:
  1. Fioretti, Guido, 2007. "The production function," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 374(2), pages 707-714.
  2. Guido Fioretti, 2005. "The Production Function," Papers physics/0511191, arXiv.org.

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