A system active learning Kriging method for system reliability-based design optimization with a multiple response model.
Mi XiaoJinhao ZhangLiang GaoPublished in: Reliab. Eng. Syst. Saf. (2020)
Keyphrases
- mathematical model
- theoretical analysis
- probabilistic model
- statistical model
- objective function
- markov model
- modeling method
- reconstruction method
- active learning
- em algorithm
- cost function
- linear regression
- evaluation method
- multiple models
- prior knowledge
- similarity measure
- linear model
- sensitivity analysis
- network model
- parameter estimation
- significant improvement
- input data
- pairwise
- hybrid model
- neural network
- test data
- high order
- bayesian framework
- evaluation model
- tree structure
- prediction model
- reliability analysis
- study proposes
- prior information
- statistical methods
- optimization method
- detection method
- clustering method
- semi supervised
- probability distribution
- bayesian networks
- multiple objects
- monte carlo simulation
- energy function
- support vector machine
- image sequences
- machine learning