GA-facilitated classifier optimization with varying similarity measures.
Michael R. PetersonTravis E. DoomMichael L. RaymerPublished in: GECCO (2005)
Keyphrases
- feature vectors
- similarity measure
- feature space
- support vector machine
- feature set
- svm classifier
- optimization method
- genetic algorithm
- genetic algorithm ga
- euclidean distance
- optimization algorithm
- training data
- global optimization
- optimization problems
- parameter optimization
- fitness function
- simulated annealing
- classification process
- support vector
- feature selection
- class labels
- optimization model
- evolutionary strategy
- linear classifiers
- classification rate
- classification algorithm
- constrained optimization
- optimization process
- artificial neural networks
- distance measure
- mutual information
- edit distance
- hybrid algorithm
- data sets
- decision trees
- particle swarm optimization
- multiple kernel learning
- function optimization