k-Nearest-Neighbor by Differential Evolution for Time Series Forecasting.
Erick De La VegaJuan J. FloresMario GraffPublished in: MICAI (2) (2014)
Keyphrases
- differential evolution
- k nearest neighbor
- knn
- evolutionary algorithm
- nearest neighbor
- convergence speed
- optimization algorithm
- particle swarm optimization
- differential evolution algorithm
- optimization method
- mutation operator
- artificial neural networks
- genetic algorithm
- particle swarm optimization pso
- neural network
- numerical optimization problems
- knn classifier
- global optimization problems
- parameter optimization
- knn algorithm
- support vector machine
- multi objective
- feature selection
- artificial bee colony
- crossover operator
- support vector machine svm
- function optimization problems
- real coded
- k nearest neighbour
- data sets
- hierarchical document clustering
- function optimization
- training set
- pso algorithm
- high dimensional
- distance function
- genetic programming