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Adaptive Learning by Genetic Algorithms : Analytical Results and Applications to Economical Models /

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This book considers the learning behavior of Genetic Algorithms in economic systems with mutual interaction, like markets. Such systems are characterized by a state dependent fitness function and for the first time mathematical results characterizing the long run outcome of genetic learning in such...

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Bibliographic Details
Main Author: Dawid, Herbert
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 1996.
Series:Lecture notes in economics and mathematical systems ; 441.
Subjects:
Economics.
Data structures (Computer science)
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Introduction
  • Bounded Rationality and Artificial Intelligence
  • Genetic Algorithms
  • Genetic Algorithms with a State Dependent Fitness Function
  • Genetic Learning in Evolutionary Games
  • Simulations with Genetic Algorithms in Economic Systems
  • Stability and Encoding
  • Conclusions.