An active learning reliability algorithm using DMSSA-optimized Kriging model and parallel infilling strategy.
Yuhang SunZhijie LiuPengpeng ZhiXiaobang WangJunjie WangPublished in: Qual. Reliab. Eng. Int. (2023)
Keyphrases
- objective function
- cost function
- probabilistic model
- mathematical model
- algorithm employs
- active learning
- recognition algorithm
- dynamic programming
- prior information
- final result
- estimation algorithm
- classification algorithm
- search strategy
- theoretical analysis
- learning algorithm
- detection algorithm
- selection algorithm
- optimization algorithm
- similarity measure
- em algorithm
- closed form
- optimization method
- expectation maximization
- bayesian framework
- probability distribution
- np hard
- optimization model
- parallel implementation
- input data
- control policy
- optimal solution
- k means
- convergence rate
- kalman filter
- model selection