Differential Evolution Based Nearest Prototype Classifier with Optimized Distance Measures and GOWA.
David KoloseniPasi LuukkaPublished in: IEEE Conf. on Intelligent Systems (1) (2014)
Keyphrases
- differential evolution
- distance measure
- nearest neighbor classifier
- euclidean distance
- evolutionary algorithm
- optimization algorithm
- nearest neighbor classification
- convergence speed
- differential evolution algorithm
- particle swarm optimization
- optimization method
- similarity measure
- mutation operator
- particle swarm optimization pso
- training data
- kullback leibler
- genetic algorithm
- dynamic time warping
- parameter optimization
- distance function
- nearest neighbor
- decision trees
- feature space
- solving global optimization problems
- machine learning
- training set
- crossover operator
- multi objective
- kullback leibler divergence
- support vector
- support vector machine
- feature selection
- learning algorithm
- global optimization problems
- numerical optimization problems
- real coded
- simulated annealing