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Evolutionary product-unit neural networks classifiers

✍ Scribed by F.J. Martínez-Estudillo; C. Hervás-Martínez; P.A. Gutiérrez; A.C. Martínez-Estudillo


Book ID
113815694
Publisher
Elsevier Science
Year
2008
Tongue
English
Weight
944 KB
Volume
72
Category
Article
ISSN
0925-2312

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Evolutionary product unit based neural n
✍ Alfonso Martínez-Estudillo; Francisco Martínez-Estudillo; César Hervás-Martínez; 📂 Article 📅 2006 🏛 Elsevier Science 🌐 English ⚖ 202 KB

This paper presents a new method for regression based on the evolution of a type of feed-forward neural networks whose basis function units are products of the inputs raised to real number power. These nodes are usually called product units. The main advantage of product units is their capacity for