Conquering the Needle-in-a-Haystack: How Correlated Input Variables Beneficially Alter the Fitness Landscape for Neural Networks.
Stephen D. TurnerMarylyn D. RitchieWilliam S. BushPublished in: EvoBIO (2009)
Keyphrases
- input variables
- fitness landscape
- neural network
- neural network model
- artificial neural networks
- hidden neurons
- variable selection
- genetic algorithm
- evolutionary algorithm
- evolutionary computation
- membership functions
- back propagation
- particle swarm optimizer
- pattern recognition
- search space
- fuzzy logic
- computational intelligence
- fuzzy rules
- activation function
- multilayer perceptron
- population size
- wider range
- artificial intelligence
- evolutionary search
- number of input variables
- particle swarm optimization
- face recognition
- hidden layer
- genetic algorithm ga
- model selection
- crossover and mutation
- least squares
- decision making
- machine learning