A preliminary study on the use of differential evolution for adjusting the position of examples in nearest neighbor classification.
Isaac TrigueroSalvador GarcíaFrancisco HerreraPublished in: IEEE Congress on Evolutionary Computation (2010)
Keyphrases
- differential evolution
- nearest neighbor classification
- evolutionary algorithm
- differential evolution algorithm
- optimization algorithm
- particle swarm optimization
- optimization method
- locally adaptive
- mutation operator
- particle swarm optimization pso
- global optimization problems
- genetic algorithm
- metric learning
- distance function
- distance measure
- nearest neighbor classifier
- numerical optimization problems
- nearest neighbor
- parameter optimization
- crossover operator
- solving global optimization problems
- pso algorithm
- pattern recognition