𝔖 Bobbio Scriptorium
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Evolution of neural networks for classification and regression

✍ Scribed by Miguel Rocha; Paulo Cortez; José Neves


Book ID
113814869
Publisher
Elsevier Science
Year
2007
Tongue
English
Weight
266 KB
Volume
70
Category
Article
ISSN
0925-2312

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A number of techniques exist with which neural network architectures such as multilayer perceptrons and radial basis function networks can be trained. These include backpropagation, k-means clustering and evolutionary algorithms. The latter method is particularly useful as it is able to avoid local