Structural dominant failure modes searching method based on deep reinforcement learning.
Xiaoshu GuanZhengliang XiangYuequan BaoHui LiPublished in: Reliab. Eng. Syst. Saf. (2022)
Keyphrases
- reinforcement learning
- neural network
- preprocessing
- cost function
- high accuracy
- computational cost
- synthetic data
- fully automatic
- pairwise
- experimental evaluation
- probabilistic model
- support vector machine
- detection method
- convergence rate
- high precision
- segmentation method
- clustering method
- detection algorithm
- support vector machine svm
- significant improvement
- objective function
- similarity measure
- learning algorithm