Differential evolution for optimizing the positioning of prototypes in nearest neighbor classification.
Isaac TrigueroSalvador GarcíaFrancisco HerreraPublished in: Pattern Recognit. (2011)
Keyphrases
- differential evolution
- nearest neighbor classification
- evolutionary algorithm
- optimization algorithm
- locally adaptive
- nearest neighbor
- particle swarm optimization
- differential evolution algorithm
- optimization method
- distance function
- metric learning
- particle swarm optimization pso
- distance measure
- mutation operator
- genetic algorithm
- numerical optimization problems
- multi objective
- nearest neighbor classifier
- global optimization problems
- solving global optimization problems
- k nearest neighbor
- knn
- training set
- parameter optimization
- crossover operator
- pso algorithm
- neural network
- dimensionality reduction methods
- similarity measure
- machine learning