New directions in genetic algorithm theory

New directions in genetic algorithm theory

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Article ID: iaor19982361
Country: Netherlands
Volume: 75
Issue: 1
Start Page Number: 49
End Page Number: 68
Publication Date: Dec 1997
Journal: Annals of Operations Research
Authors:
Keywords: genetic algorithms
Abstract:

Recently, several classical Genetic Algorithm principles have been challenged – including the Fundamental Theorem of Genetic Algorithms and the Principle of Minimal Alphabets. In addition, the recent No Free Lunch theorems raise further concerns. In this paper we review these issues and offer some new directions for GA researchers.

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