Reliability-based design optimization using adaptive surrogate model and importance sampling-based modified SORA method.
Kunling SongYugang ZhangXinchen ZhuangXinshui YuBifeng SongPublished in: Eng. Comput. (2021)
Keyphrases
- mathematical model
- evaluation method
- probabilistic model
- statistical model
- theoretical analysis
- objective function
- modeling method
- desirability function
- analytical model
- markov model
- hybrid method
- test data
- high accuracy
- similarity measure
- cost function
- optimization method
- optimization model
- classification algorithm
- energy function
- input data
- classification method
- computational model
- sensitivity analysis
- linear regression
- reconstruction method
- preprocessing
- study proposes
- significant improvement
- bayesian framework
- regression analysis
- monte carlo simulation
- support vector machine
- prediction model
- high order
- detection method
- clustering method
- kalman filter
- tree structure
- prior knowledge
- em algorithm