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Reliable classification using neural networks: a genetic algorithm and backpropagation comparison

โœ Scribed by Randall S. Sexton; Robert E. Dorsey


Book ID
114154634
Publisher
Elsevier Science
Year
2000
Tongue
English
Weight
287 KB
Volume
30
Category
Article
ISSN
0167-9236

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A new class of artificial neural network based genetic algorithms (ANN-GA) has been developed for reliability analysis of structures. The methods involve the selection of training datasets for establishing an ANN model by the uniform design method, approximation of the limit state function by the tr