Using An Evolutionary Strategy to Select Input Features for a Neural Network Classifier.
Jens StrackeljanAndreas SchubertPublished in: Advances in Computational Intelligence and Learning (2002)
Keyphrases
- input features
- evolutionary strategy
- neural network
- activation function
- selected features
- evolutionary algorithm
- machine learning algorithms
- feature selection
- feature values
- evolutionary computation
- classification algorithm
- artificial neural networks
- back propagation
- differential evolution
- multi objective optimization
- feature subset
- genetic algorithm
- class labels
- artificial immune system
- constrained optimization
- ant colony optimization
- support vector machine
- feature set
- variable length
- particle swarm optimization
- hidden layer
- neural nets
- fitness function
- labeled examples
- feed forward
- radial basis function
- genetic programming
- selection algorithm
- semi supervised
- decision trees
- feature selection algorithms
- random forest
- classification method