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Generalized Net model of selection operator of genetic algorithms
- 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