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Damage assessment in structures using artificial neural network working and a hybrid stochastic optimization

Artificial neural network (ANN) has been commonly used to deal with many problems. However, since this algorithm applies backpropagation algorithms based on gradient descent (GD) technique to look for the best solution, the network may face major risks of being entrapped in local minima. To overcome...

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Detalles Bibliográficos
Autores principales: Tran-Ngoc, H., Khatir, S., Le-Xuan, T., Tran-Viet, H., De Roeck, G., Bui-Tien, T., Wahab, M. Abdel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8943197/
https://www.ncbi.nlm.nih.gov/pubmed/35322158
http://dx.doi.org/10.1038/s41598-022-09126-8