Feature selection to enhance a two-stage evolutionary algorithm in product unit neural networks for complex classification problems.
Antonio J. Tallón-BallesterosCésar Hervás-MartínezJosé C. RiquelmeRoberto RuizPublished in: Neurocomputing (2013)
Keyphrases
- evolutionary algorithm
- neural network
- feature selection
- pattern recognition
- genetic algorithm
- evolutionary computation
- feature space
- multi objective
- real world
- fault diagnosis
- optimization problems
- mutual information
- feature extraction
- high level
- fuzzy logic
- function optimization
- genetic programming
- text categorization
- fitness function
- complex systems
- differential evolution
- life cycle
- fuzzy systems
- highly non linear
- evolutionary strategy
- feature selection algorithms
- back propagation
- training set
- simulated annealing
- support vector machine