Accelerated Random Search for constrained global optimization assisted by Radial Basis Function surrogates.
Luigi NuñezRommel G. RegisKayla VarelaPublished in: J. Comput. Appl. Math. (2018)
Keyphrases
- random search
- radial basis function
- constrained global optimization
- simulated annealing
- rbf neural network
- global optimization
- rbf network
- global search
- search space
- artificial neural networks
- parameter optimization
- support vector
- genetic algorithm
- neural network
- support vector machine svm
- support vector machine
- basis functions
- image processing
- evolutionary algorithm
- rbf kernel
- markov random field
- bayesian framework
- convergence speed
- knn
- feature vectors
- computer vision
- clustering algorithm