Evolution of neural networks for classification and regression

Although Artificial Neural Networks (ANNs) are important Data Mining techniques, the search for the optimal ANN is a challenging task: the ANN should learn the input-output mapping without overfitting the data and training algorithms may get trapped in local minima. The use of Evolutionary Computati...

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Detalhes bibliográficos
Autor principal: Rocha, Miguel (author)
Outros Autores: Cortez, Paulo (author), Neves, José (author)
Formato: article
Idioma:eng
Publicado em: 2007
Assuntos:
Supervised learning
Multilayer perceptrons
Evolutionary algorithms
Lamarckian optimization
Neural network ensembles
Science & Technology
Texto completo:http://hdl.handle.net/1822/8028
País:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/8028

Texto Completo

http://hdl.handle.net/1822/8028

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