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Neural network synthesis based on evolutionary optimization

The evolutionary approach for neural network structural synthesis is considered in this paper. The new method of multimodal evolutionary search with a chromosome clustering is offered. The developed method is based on the idea of simultaneous search of several optimums, thus chromosomes are grouped...

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Bibliographic Details
Main Authors: Oliinyk, A.A., Subbotin, S.A.
Format: Article
Language:English
Published: Навчально-науковий комплекс "Інститут прикладного системного аналізу" НТУУ "КПІ" МОН та НАН України 2015
Series:Системні дослідження та інформаційні технології
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Online Access:http://dspace.nbuv.gov.ua/handle/123456789/86133
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