Hyperparameter-optimized multi-fidelity deep neural network model associated with subset simulation for structural reliability analysis.
João P. S. LimaF. Evangelista JuniorCarlos Guedes SoaresPublished in: Reliab. Eng. Syst. Saf. (2023)
Keyphrases
- neural network model
- reliability analysis
- neural network
- dynamic characteristics
- artificial neural networks
- input variables
- back propagation neural network
- neural models
- network architecture
- rbf neural network
- bp neural network
- hopfield network
- radial basis function
- model selection
- genetic programming
- artificial intelligence
- gaussian processes
- multilayer perceptron
- decision makers
- evolutionary algorithm
- expert systems
- machine learning