Modelling of a Roulette Wheel Selection Operator in Genetic Algorithms Using Generalized Nets

Modelling of a Roulette Wheel Selection Operator in Genetic Algorithms Using Generalized Nets

The apparatus of Generalized Nets (GN) is applied here to a description of a selection operator, which is one of the basic genetic algorithm operators. The GN model presented here describes roulette wheel selection. The resulting GN model could be considered as a separate module, but it can also be...

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Bibliographic Details
Main Authors: Pencheva T., Atanassov K., Shannon A.
Format: Article
Language:English
Published: Academic Publishing House 2009-12-01
Series:Bioautomation
Subjects:
Generalized net
Genetic algorithms
Selection
Roulette wheel selection
Online Access:http://www.clbme.bas.bg/bioautomation/2009/vol_13.4/files/13.4_5.01.pdf
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spelling doaj-e9289aae914a4d3998ca891824e85bce2020-11-25T03:29:34ZengAcademic Publishing HouseBioautomation1313-261X1312-451X2009-12-01134257264Modelling of a Roulette Wheel Selection Operator in Genetic Algorithms Using Generalized NetsPencheva T.Atanassov K.Shannon A.The apparatus of Generalized Nets (GN) is applied here to a description of a selection operator, which is one of the basic genetic algorithm operators. The GN model presented here describes roulette wheel selection. The resulting GN model could be considered as a separate module, but it can also be accumulated into a GN model to describe a whole genetic algorithm. http://www.clbme.bas.bg/bioautomation/2009/vol_13.4/files/13.4_5.01.pdfGeneralized netGenetic algorithmsSelectionRoulette wheel selection
collection DOAJ
language English
format Article
sources DOAJ
author Pencheva T.
Atanassov K.
Shannon A.
spellingShingle Pencheva T.
Atanassov K.
Shannon A.
Modelling of a Roulette Wheel Selection Operator in Genetic Algorithms Using Generalized Nets
Bioautomation
Generalized net
Genetic algorithms
Selection
Roulette wheel selection
author_facet Pencheva T.
Atanassov K.
Shannon A.
author_sort Pencheva T.
title Modelling of a Roulette Wheel Selection Operator in Genetic Algorithms Using Generalized Nets
title_short Modelling of a Roulette Wheel Selection Operator in Genetic Algorithms Using Generalized Nets
title_full Modelling of a Roulette Wheel Selection Operator in Genetic Algorithms Using Generalized Nets
title_fullStr Modelling of a Roulette Wheel Selection Operator in Genetic Algorithms Using Generalized Nets
title_full_unstemmed Modelling of a Roulette Wheel Selection Operator in Genetic Algorithms Using Generalized Nets
title_sort modelling of a roulette wheel selection operator in genetic algorithms using generalized nets
publisher Academic Publishing House
series Bioautomation
issn 1313-261X
1312-451X
publishDate 2009-12-01
description The apparatus of Generalized Nets (GN) is applied here to a description of a selection operator, which is one of the basic genetic algorithm operators. The GN model presented here describes roulette wheel selection. The resulting GN model could be considered as a separate module, but it can also be accumulated into a GN model to describe a whole genetic algorithm.
topic Generalized net
Genetic algorithms
Selection
Roulette wheel selection
url http://www.clbme.bas.bg/bioautomation/2009/vol_13.4/files/13.4_5.01.pdf
work_keys_str_mv AT penchevat modellingofaroulettewheelselectionoperatoringeneticalgorithmsusinggeneralizednets
AT atanassovk modellingofaroulettewheelselectionoperatoringeneticalgorithmsusinggeneralizednets
AT shannona modellingofaroulettewheelselectionoperatoringeneticalgorithmsusinggeneralizednets
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