Differential Evolution Classifier with Optimized Distance Measures for the Features in the Data Sets.
David KoloseniJouni LampinenPasi LuukkaPublished in: SOCO (2012)
Keyphrases
- differential evolution
- distance measure
- evolutionary algorithm
- feature set
- differential evolution algorithm
- optimization algorithm
- nearest neighbor classifier
- feature space
- similarity measure
- convergence speed
- euclidean distance
- nearest neighbor classification
- genetic algorithm
- feature selection algorithms
- distance function
- histogram intersection
- optimization method
- particle swarm optimization pso
- mutation operator
- dynamic time warping
- training set
- training data
- particle swarm optimization
- numerical optimization problems
- feature selection
- classification accuracy
- support vector
- feature vectors
- artificial neural networks
- feature extraction
- decision trees
- global optimization problems
- learning algorithm