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Generalized Net model of selection operator of genetic algorithms

Authors :
Krassimir T. Atanassov
Anthony G. Shannon
Olympia Roeva
Tania Pencheva
Source :
IEEE Conf. of Intelligent Systems
Publication Year :
2010
Publisher :
IEEE, 2010.

Abstract

The apparatus of Generalized Nets is applied here to a description of a selection operator, which is one of the basic genetic algorithm operators. This genetic operator performs a probabilistic selection based upon the individual's fittness such that the better individuals have an increased chance of being selected for the next generation. The resulting GN model could be considered as a separate module, but can also be accumulated into a GN model to describe a whole genetic algorithm.

Details

Database :
OpenAIRE
Journal :
2010 5th IEEE International Conference Intelligent Systems
Accession number :
edsair.doi...........e64cfdda8446191f4b0441bf5eb6c166
Full Text :
https://doi.org/10.1109/is.2010.5548360