An efficient method for estimating failure probability of the structure with multiple implicit failure domains by combining Meta-IS with IS-AK.
Xianming ZhuZhenzhou LuWanying YunPublished in: Reliab. Eng. Syst. Saf. (2020)
Keyphrases
- computationally efficient
- high precision
- synthetic data
- computational complexity
- preprocessing
- cost function
- detection method
- probability distribution
- multiple objects
- fully automatic
- classification method
- computational cost
- prior knowledge
- learning algorithm
- failure rate
- combining multiple
- cross entropy
- neural network
- probability measure
- highly efficient
- training samples
- high accuracy
- dynamic programming
- multiresolution