Just How (Un)realistic Are Evolutionary Algorithms As Representations of Social Processes?
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- Giovanni Dosi & Luigi Marengo & Andrea Bassanini & Marco Valente, 2000.
"Norms as Emergent Properties of Adaptive Learning: The Case of Economic Routines,"
Chapters, in: Innovation, Organization and Economic Dynamics, chapter 6, pages 189-210,
Edward Elgar Publishing.
- Marco Valente & Andrea Bassanini & Luigi Marengo & Giovanni Dosi, 1999. "Norms as emergent properties of adaptive learning: The case of economic routines," Journal of Evolutionary Economics, Springer, vol. 9(1), pages 5-26.
- Geoffrey M. Hodgson, 1991. "Economic Evolution: Intervention Contra Pangloss," Journal of Economic Issues, Taylor & Francis Journals, vol. 25(2), pages 519-533, June.
- Arifovic, Jasmina, 1994. "Genetic algorithm learning and the cobweb model," Journal of Economic Dynamics and Control, Elsevier, vol. 18(1), pages 3-28, January.
- Simon, Herbert A, 1978. "Rationality as Process and as Product of Thought," American Economic Review, American Economic Association, vol. 68(2), pages 1-16, May.
- W. Brian Arthur, 1994. "Inductive Reasoning, Bounded Rationality and the Bar Problem," Working Papers 94-03-014, Santa Fe Institute.
- Armen A. Alchian, 1950. "Uncertainty, Evolution, and Economic Theory," Journal of Political Economy, University of Chicago Press, vol. 58(3), pages 211-211.
- Thomas, Jonathan, 1993.
"Non-computable rational expectations equilibria,"
Mathematical Social Sciences, Elsevier, vol. 25(2), pages 133-142, February.
- Thomas, J., 1991. "Non-Computable Rational Expectations Equilibriua," Papers 9125, Tilburg - Center for Economic Research.
- Thomas, J.P., 1991. "Non-computable rational expectations equilibria," Other publications TiSEM 4cc6b02e-57d8-4bf4-9214-3, Tilburg University, School of Economics and Management.
- Thomas, J.P., 1991. "Non-computable rational expectations equilibria," Discussion Paper 1991-25, Tilburg University, Center for Economic Research.
- Bruce Edmonds, 1997. "Gossip, Sexual Recombination and the El Farol Bar: modelling the emergence of heterogeneity," Discussion Papers 97-31, Manchester Metropolitan University, Centre for Policy Modelling.
- Arifovic, Jasmina & Eaton, Curtis, 1995.
"Coordination via Genetic Learning,"
Computational Economics, Springer;Society for Computational Economics, vol. 8(3), pages 181-203, August.
- Arifovic, J. & Eaton, C., 1994. "Coordination via Genetic Learning," Discussion Papers dp94-11, Department of Economics, Simon Fraser University.
- Jerry L. Petr, 1982. "Economic Evolution and Economic Policy: Is Reaganomics a Sustainable Force?," Journal of Economic Issues, Taylor & Francis Journals, vol. 16(4), pages 1005-1012, December.
- Arthur, W Brian, 1994. "Inductive Reasoning and Bounded Rationality," American Economic Review, American Economic Association, vol. 84(2), pages 406-411, May.
- Tony Curson Price, 1997. "Using co-evolutionary programming to simulate strategic behaviour in markets," Levine's Working Paper Archive 588, David K. Levine.
- Bullard, James & Duffy, John, 1998.
"A model of learning and emulation with artificial adaptive agents,"
Journal of Economic Dynamics and Control, Elsevier, vol. 22(2), pages 179-207, February.
- James B. Bullard & John Duffy, 1994. "A model of learning and emulation with artificial adaptive agents," Working Papers 1994-014, Federal Reserve Bank of St. Louis.
- Arifovic, Jasmina, 1995. "Genetic algorithms and inflationary economies," Journal of Monetary Economics, Elsevier, vol. 36(1), pages 219-243, August.
- Geoffrey M. Hodgson & Warren J. Samuels & Marc R. Tool (ed.), 1994. "The Elgar Companion to Institutional and Evolutionary Economics," Books, Edward Elgar Publishing, volume 0, number 228.
- Vega-Redondo, Fernando (ed.), 1996. "Evolution, Games, and Economic Behaviour," OUP Catalogue, Oxford University Press, number 9780198774723.
- Winston, Gordon C., 1987. "Activity choice : A new approach to economic behavior," Journal of Economic Behavior & Organization, Elsevier, vol. 8(4), pages 567-585, December.
- Pierre-André Chiappori, 1984. "Sélection naturelle et rationalité absolue des entreprises," Revue Économique, Programme National Persée, vol. 35(1), pages 87-108.
- 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 510-541, June.
- Tony Curzon Price, 1997. "Using co-evolutionary programming to simulate strategic behaviour in markets," Journal of Evolutionary Economics, Springer, vol. 7(3), pages 219-254.
- 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, December.
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Keywords
Evolutionary Algorithms; Genetic Programming; Social Evolution; Selectionist Paradigm;All these keywords.
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