Title :
Generalized Net model of selection operator of genetic algorithms
Author :
Roeva, Olympia ; Pencheva, Tania ; Atanassov, Krassimir ; Shannon, Anthony
Author_Institution :
Centre of Biomed. Eng., Bulgarian Acad. of Sci., Sofia, Bulgaria
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 fitness 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.
Keywords :
genetic algorithms; statistical analysis; GN model; generalized net model; genetic algorithms; probabilistic selection; selection operator; Australia; Biomedical engineering; Educational institutions; Electrical equipment industry; Genetic algorithms; Genetic mutations; Industrial control; Job shop scheduling; Mining industry; Routing; Generalized net; Genetic algorithms; Selection operator;
Conference_Titel :
Intelligent Systems (IS), 2010 5th IEEE International Conference
Conference_Location :
London
Print_ISBN :
978-1-4244-5163-0
Electronic_ISBN :
978-1-4244-5164-7
DOI :
10.1109/IS.2010.5548360