Design deep neural network architecture using a genetic algorithm for estimation of pile bearing capacity

Determination of pile bearing capacity is essential in pile foundation design. This study focused on the use of evolutionary algorithms to optimize Deep Learning Neural Network (DLNN) algorithm to predict the bearing capacity of driven pile. For this purpose, a Genetic Algorithm (GA) was developed t...

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Detalles Bibliográficos
Autores principales: Pham, Tuan Anh, Tran, Van Quan, Vu, Huong-Lan Thi, Ly, Hai-Bang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7746167/
https://www.ncbi.nlm.nih.gov/pubmed/33332377
http://dx.doi.org/10.1371/journal.pone.0243030

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7746167/
https://www.ncbi.nlm.nih.gov/pubmed/33332377
http://dx.doi.org/10.1371/journal.pone.0243030

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