Título: Algoritmo Genético Paralelo com Diferentes Comportamentos Populacionais para o Treinamento de Perceptrons de Múltiplas Camadas
Autores: Albuquerque, Ana Claudia M. L.; Melo, Jorge D.; Dória Neto, Adrião D.
Resumo: In this paper, a parallel genetic algorithm used in the learning process of a Multilayer Perceptron network is presented. An analysis of the different populational behavior is shown, and aspects such as task definition and communications profile were taken into account. An application in approximation of functions illustrates the capacity of these new procedures when compared to the classical approach and to other parallel implementations.
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Páginas: 5
Código DOI: 10.21528/CBRN2003-070
Artigo em PDF: 6CBRN_070.PDF
Arquivo BibTex: 6CBRN_070.bib