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An Uncertainty Estimation Method of Support Vector Machine Surrogate Model Assisting for Expensive Optimization.
Qing Zhang
Hanhua Zou
Zhigao Zeng
Sanyou Zeng
Published in:
ISICA (2021)
Keyphrases
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support vector machine
mathematical model
optimization model
estimation algorithm
cost function
optimization method
statistical model
maximum likelihood estimation
classification method
em algorithm
probabilistic model
prior information
parameter estimation
sensitivity analysis
optimization process
evaluation method
monte carlo simulation
gaussian distribution
optimization procedure
fuzzy linear programming
optimization algorithm
theoretical analysis
objective function
modeling method
test data
classification algorithm
prior knowledge
closed form
optimization scheme
estimation accuracy
pairwise
autoregressive
linear model
multi class
linear regression
prediction model
bp neural network
model selection
density estimation
genetic algorithm
machine learning
probability distribution
bayesian framework
robust optimization
radial basis function
semi parametric
estimation process
simultaneous optimization
desirability function
neural network