Application of Materials Design Based on Genetic Neural Network

Abstract:

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Neural network (NN) is an effective method in the filed of materials design, but the convergent speed is decided by initial weights. This paper proposes genetic neural network algorithm (GNNA) to design materials. Aluminum titanate modification is studied by the method of GNNA. The results indicate the algorithm works well.

Info:

Periodical:

Key Engineering Materials (Volumes 280-283)

Edited by:

Wei Pan, Jianghong Gong, Chang-Chun Ge and Jing-Feng Li

Pages:

1837-1840

DOI:

10.4028/www.scientific.net/KEM.280-283.1837

Citation:

Y. Zhang et al., "Application of Materials Design Based on Genetic Neural Network", Key Engineering Materials, Vols. 280-283, pp. 1837-1840, 2005

Online since:

February 2007

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Price:

$35.00

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