Optimization of Complex SVM Kernels Using a Hybrid Algorithm Based on Wasp Behaviour.
Dana SimianFlorin StoicaCorina SimianPublished in: LSSC (2009)
Keyphrases
- hybrid algorithm
- hybrid optimization algorithm
- hybrid method
- support vector
- optimization method
- kernel function
- particle swarm optimization
- simulated annealing
- support vector machine svm
- artificial bee colony algorithm
- optimization algorithm
- particle swarm optimization pso
- global optimization
- support vector machine
- tabu search
- particle swarm
- standard test problems
- svm classification
- imperialist competitive algorithm
- genetic algorithm
- kernel machines
- premature convergence
- global convergence
- kernel methods
- differential evolution
- ant algorithm
- feature selection
- ant colony optimization
- feature space
- initial population
- rbf kernel
- biogeography based optimization
- optimal solution
- multiple kernel learning
- svm classifier
- hybrid algorithms
- particle swarm algorithm
- optimization procedure
- constrained optimization
- multiple kernel
- polynomial kernels
- hybrid particle swarm optimization
- cost function