On the search of the shape parameter in radial basis functions using univariate global optimization methods.
Roberto CavorettoAlessandra De RossiMarat S. MukhametzhanovYaroslav D. SergeyevPublished in: J. Glob. Optim. (2021)
Keyphrases
- optimization methods
- radial basis function
- rbf network
- optimization method
- search algorithm
- simulated annealing
- optimization problems
- neural network
- global convergence
- unconstrained optimization
- rbf neural network
- search space
- function approximation
- multilayer perceptron
- implicit surfaces
- optimization approaches
- generalization capabilities
- activation function
- support vector machine
- evolutionary algorithm
- artificial neural networks
- radial basis function neural network
- multiscale
- data sets