Hybrid active learning method for non-probabilistic reliability analysis with multi-super-ellipsoidal model.
Linxiong HongHuacong LiJiangfeng FuJia LiKai PengPublished in: Reliab. Eng. Syst. Saf. (2022)
Keyphrases
- probabilistic model
- reliability analysis
- mathematical model
- statistical model
- prior knowledge
- active learning
- objective function
- parameter estimation
- optimization method
- semi supervised
- prediction model
- em algorithm
- similarity measure
- neural network
- optimization process
- optimization model
- expectation maximization
- support vector machine
- classification accuracy
- data mining