Does bounded rationality lead to individual heterogeneity? The impact of the experimentation process and of memory constraints

Marco Casari

UFAE and IAE Working Papers from Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC)

Abstract: In this paper we explore the effect of bounded rationality on the convergence of individual behavior toward equilibrium. In the context of a Cournot game with a unique and symmetric Nash equilibrium, firms are modeled as adaptive economic agents through a genetic algorithm. Computational experiments show that (1) there is remarkable heterogeneity across identical but boundedly rational agents; (2) such individual heterogeneity is not simply a consequence of the random elements contained in the genetic algorithm; (3) the more rational agents are in terms of memory abilities and pre-play evaluation of strategies, the less heterogeneous they are in their actions. At the limit case of full rationality, the outcome converges to the standard result of uniform individual behavior.

Keywords: bounded rationality; genetic algorithms; individual heterogeneitybounded rationality; genetic algorithms; individual heterogeneity (search for similar items in EconPapers)
JEL-codes: C63 C72 D83 (search for similar items in EconPapers)
Pages: 28
Date: 2003-03-29
New Economics Papers: this item is included in nep-cbe, nep-exp and nep-gth
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (1)

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Persistent link: https://EconPapers.repec.org/RePEc:aub:autbar:583.03

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