Evolutionary strategies for multi-scale radial basis function kernels in support vector machines.
Tanasanee PhienthrakulBoonserm KijsirikulPublished in: GECCO (2005)
Keyphrases
- radial basis function
- support vector
- evolutionary strategy
- rbf kernel
- multiscale
- learning machines
- kernel function
- rbf neural network
- evolutionary algorithm
- kernel methods
- rbf network
- constrained optimization
- evolutionary computation
- support vector machine
- variable length
- differential evolution
- feature selection
- artificial neural networks
- cross validation
- neural network
- particle swarm optimization
- artificial immune system
- loss function
- scale space
- ant colony optimization
- multi objective optimization
- kernel machines
- sequential minimal optimization
- basis functions
- support vector machine svm
- svm classifier
- edge detection
- genetic algorithm
- particle swarm optimization pso
- fitness function
- optimization problems
- expert systems
- feature space
- pattern recognition
- reproducing kernel hilbert space
- objective function
- feature extraction
- image processing