An efficient method combining active learning Kriging and Monte Carlo simulation for profust failure probability.
Chunyan LingZhenzhou LuBo SunMinjie WangPublished in: Fuzzy Sets Syst. (2020)
Keyphrases
- monte carlo simulation
- active learning
- high accuracy
- genetic algorithm
- monte carlo
- markov chain
- similarity measure
- detection method
- clustering method
- cost function
- significant improvement
- prior knowledge
- computational complexity
- objective function
- classification accuracy
- computationally efficient
- support vector machine svm
- pairwise
- preprocessing
- high precision