Differential evolution-based parameters optimisation and feature selection for support vector machine.
Jun LiLixin DingBo LiPublished in: Int. J. Comput. Sci. Eng. (2016)
Keyphrases
- differential evolution
- parameter optimization
- feature selection
- support vector machine
- evolutionary algorithm
- genetic algorithm
- differential evolution algorithm
- test functions
- optimization algorithm
- evolutionary strategy
- particle swarm optimization
- convergence speed
- mutation operator
- particle swarm optimization pso
- optimization method
- evolution strategy
- constrained optimization problems
- support vector
- particle swarm
- multi objective
- global optimization problems
- numerical optimization problems
- function optimization problems
- pso algorithm
- hybrid algorithm
- solving global optimization problems
- parameter settings
- parameter values
- feature space
- multi objective optimization
- evolutionary computation
- initial population
- feature vectors
- harmony search
- mutation rate
- machine learning
- crossover operator
- training data
- real coded
- knn
- artificial bee colony
- maximum likelihood
- parameter estimation