Differential evolution classifier with optimized distance measures from a pool of distances.
David KoloseniJouni LampinenPasi LuukkaPublished in: IEEE Congress on Evolutionary Computation (2012)
Keyphrases
- distance measure
- differential evolution
- nearest neighbor classifier
- evolutionary algorithm
- nearest neighbor classification
- particle swarm optimization
- convergence speed
- optimization algorithm
- differential evolution algorithm
- euclidean distance
- similarity measure
- distance function
- optimization method
- particle swarm optimization pso
- genetic algorithm
- hausdorff distance
- mutation operator
- training data
- numerical optimization problems
- solving global optimization problems
- edit distance
- dynamic time warping
- hamming distance
- kullback leibler
- parameter optimization
- kullback leibler divergence
- crossover operator
- support vector
- feature selection
- global optimization problems
- multi objective
- training samples
- feature space
- training set
- support vector machine
- global search
- bayesian networks
- pso algorithm
- learning algorithm
- machine learning
- proximity measures