An efficient method for estimating failure possibility function by combining adaptive Kriging model with augmented fuzzy simulation.
Xia JiangZhenzhou LuPublished in: Eng. Comput. (2024)
Keyphrases
- mathematical model
- statistical model
- objective function
- probabilistic model
- analytical model
- mass spring
- theoretical analysis
- cost function
- simulation study
- parameter estimation
- sensitivity analysis
- evaluation method
- score function
- prior knowledge
- linear model
- fuzzy linear programming
- prior information
- optimization method
- gaussian function
- piecewise constant
- modeling method
- regression analysis
- monte carlo simulation
- em algorithm
- hybrid model
- energy function
- similarity measure
- pairwise
- test data
- reconstruction method
- fuzzy theory
- classification method
- input data
- subtractive clustering
- fuzzy sets
- recursive least squares
- prediction model
- fuzzy inference system
- neural network
- expectation maximization
- fuzzy clustering
- linear regression