Design deep neural network architecture using a genetic algorithm for estimation of pile bearing capacity - Pham, Tuan Anh; Tran, Van Quan; Vu, Huong-Lan Thi; Ly, Hai-Bang (PloS one, 2020)
Keywords: Algorithms; Artificial intelligence; Artificial neural networks; Biology and Life Sciences; Computer and Information Sciences; Computer architecture; Databases, Factual; Datasets; Deep Learning; Driven piles; Evolutionary algorithms; Genetic algorithms; Humans; Learning algorithms; Load tests; Machine learning; Mathematical models; Measurement; Mechanical properties; Neural networks; Neural Networks, Computer; Neurons; Optimization; Performance evaluation; Physical Sciences; Pile bearing capacities; Pile foundations; Pile load tests; Piling (Civil engineering); Process parameters; Quality assessment; Quality control; Research and Analysis Methods; Root-mean-square errors; Selection, Genetic; Shear strength; Static loads; Support vector machines; Vietnam; Vietnam