Differential Evolution Based Parameters Selection for Support Vector Machine.
Jun LiLixin DingYing XingPublished in: CIS (2013)
Keyphrases
- differential evolution
- parameter optimization
- support vector machine
- differential evolution algorithm
- evolutionary algorithm
- optimization algorithm
- particle swarm optimization
- convergence speed
- test functions
- evolutionary strategy
- optimization method
- particle swarm optimization pso
- genetic algorithm
- evolution strategy
- direct search
- constrained optimization problems
- particle swarm
- numerical optimization problems
- multi objective optimization
- mutation operator
- hybrid algorithm
- parameter values
- global optimization problems
- function optimization problems
- solving global optimization problems
- crossover rate
- premature convergence
- control parameters
- parameter estimation
- scale factor
- maximum likelihood
- multi objective
- machine learning
- initial population
- parameter settings
- evolutionary programming
- artificial bee colony
- pso algorithm
- real coded
- training data
- feature selection