Genetic algorithm learning to choose and use information

被引:18
作者
Routledge, BR [1 ]
机构
[1] Carnegie Mellon Univ, Grad Sch Ind Adm, Pittsburgh, PA 15213 USA
关键词
learning; genetic algorithm; rational expectations;
D O I
10.1017/S1365100501019083
中图分类号
F [经济];
学科分类号
02 ;
摘要
A genetic algorithm (GA) is used to model learning in a financial model similar to the Grossman-Stiglitz model. Individuals need to learn how to use a signal, how to make an inference about a signal from a market-clearing price, and whether or not a signal is worth acquiring. We provide examples in which the GA does and does not converge to the rational expectations equilibrium Similar to earlier results, the behavior depends heavily on the rate of experimentation or mutation in the GA and the size of the risky-asset supply noise in the economy.
引用
收藏
页码:303 / 325
页数:23
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