A differential evolution approach to dimensionality reduction for classification needs.
Goran MartinovicDrazen BajerBruno ZoricPublished in: Int. J. Appl. Math. Comput. Sci. (2014)
Keyphrases
- differential evolution
- dimensionality reduction
- evolutionary algorithm
- differential evolution algorithm
- pattern recognition
- convergence speed
- feature extraction
- particle swarm optimization
- particle swarm optimization pso
- test functions
- mutation operator
- optimization algorithm
- optimization method
- constrained optimization problems
- genetic algorithm
- numerical optimization problems
- principal component analysis
- machine learning
- multi objective
- evolutionary strategy
- initial population
- hybrid algorithm
- multi objective optimization
- crossover operator
- feature space
- model selection
- global optimization problems
- direct search
- particle swarm
- evolution strategy
- support vector machine svm
- high dimensional
- support vector
- pso algorithm
- global optimization
- optimal solution
- feature selection
- genetic programming
- evolutionary computation
- solving global optimization problems