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Abstract: Genetic algorithms have been applied fairly successful to a number of optimization problems. Nevertheless, a common theory why and when they work is still missing. In this paper a theory is outlined which is based on the science of plant and animal breeding. A central part of the theory is the response to selection equation and the concept of heritability. A fundamental theorem states that the heritability is equal to the regression coefficient of parent to offspring. The theory is... (Update)
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BibTeX entry: (Update)
@misc{ hlenbein-analysis,
author = "Heinz Mühlenbein and Dirk Schlierkamp-Voosen",
title = "Analysis of Selection, Mutation and Recombination in Genetic Algorithms",
url = "citeseer.ist.psu.edu/730841.html" }
Citations (may not include all citations):1931 Adaptation in Natural and Artificial Systems (context) - Holland - 1975
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3 Predictive Models for the Breeder Genetic Algorithm: Continu.. - Muhlenbein, Schlierkamp-Voosen - 1993
3 Procedings of the Fifth International Conference on Genetic .. (context) - Forrest - 1993
3 Evolution in time and space - the parallel genetic algorithm - Muhlenbein - 1991
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