Particle swarm with radial basis function surrogates for expensive black-box optimization.
Rommel G. RegisPublished in: J. Comput. Sci. (2014)
Keyphrases
- black box
- particle swarm
- radial basis function
- optimization method
- particle swarm optimization
- rbf neural network
- rbf network
- optimization methods
- optimization strategy
- particle swarm optimization algorithm
- pso algorithm
- black boxes
- multi objective
- swarm intelligence
- evolutionary algorithm
- hybrid optimization algorithm
- artificial neural networks
- optimization algorithm
- support vector
- basis functions
- differential evolution
- genetic algorithm
- neural network
- global optimization
- hybrid algorithm
- support vector machine svm
- support vector machine
- multilayer perceptron
- white box
- fitness function
- integration testing
- test cases
- orthogonal least squares
- optimization problems
- pattern recognition
- convergence speed
- rbf kernel
- particle swarm optimization pso
- neural network model
- metaheuristic
- machine learning