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Speculation, Heterogeneity and Learning: A Simulation Model of Exchange Rates Dynamics

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Author Info
Marengo, Luigi
Tordjman, Helene

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Abstract

This paper presents a model of a speculative determination of exchange rates. The authors' basic claim is that speculation is intrinsically a disequilibrium phenomenon, mainly because the imperfect rationality of economic agents engenders heterogeneity of their beliefs, representations, and 'models of the world.' They use classifiers systems and genetic algorithms to simulate the behavior of learning agents and study the aggregate results in terms of prices and volume of transaction. Simulated exchange rates exhibit some of the distinctive properties characterizing real series. Copyright 1996 by WWZ and Helbing & Lichtenhahn Verlag AG

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Publisher Info
Article provided by Blackwell Publishing in its journal Kyklos.

Volume (Year): 49 (1996)
Issue (Month): 3 ()
Pages: 407-38
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Handle: RePEc:bla:kyklos:v:49:y:1996:i:3:p:407-38

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  1. W. Brian Arthur & John H. Holland & Blake LeBaron & Richard Palmer & Paul Taylor, 1996. "Asset Pricing Under Endogenous Expectation in an Artificial Stock Market," Working Papers 96-12-093, Santa Fe Institute.
  2. Windrum,Paul, 1999. "Simulation models of technological innovation: A Review," Research Memoranda 005, Maastricht : MERIT, Maastricht Economic Research Institute on Innovation and Technology. [Downloadable!]
  3. Stefan Kooths & Eric Ringhut, 2000. "Modelling Expectations With Genefer- An Artificial Intelligence Approach," Computing in Economics and Finance 2000 80, Society for Computational Economics. [Downloadable!]
    Other versions:
  4. R. Aversi & G. Dosi & G. Fagiolo & M. Meacci & C. Olivetti, 1997. "Demand Dynamics With Socially Evolving Preferences," Working Papers ir97081, International Institute for Applied Systems Analysis. [Downloadable!]
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This page was last updated on 2009-12-2.


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