Abstract:A pattern classification model based on hierarchical genetic algorithm and BP neural network was proposed.Different from the existing BP training method resulting only in determination of connection w...A pattern classification model based on hierarchical genetic algorithm and BP neural network was proposed.Different from the existing BP training method resulting only in determination of connection weights,a well-designed hierarchical genetic algorithm was used to train BP neural network with both connection weights and numbers of neurons in a hidden layer determined at the same time.The model was then used to classify the data of Iris and Wine.It is shown that the model based on hierarchical genetic algorithm and BP neural network is simple and effective.Read More
Publication Year: 2009
Publication Date: 2009-01-01
Language: en
Type: article
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Cited By Count: 2
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