An active learning reliability method combining Kriging constructed with exploration and exploitation of failure region and subset simulation.
Jinhao ZhangMi XiaoLiang GaoPublished in: Reliab. Eng. Syst. Saf. (2019)
Keyphrases
- active learning
- learning algorithm
- significant improvement
- experimental evaluation
- high precision
- multiscale
- objective function
- preprocessing
- region of interest
- computational cost
- high accuracy
- mathematical model
- detection method
- region segmentation
- black box
- feature set
- relevance feedback
- cost function
- reinforcement learning
- similarity measure