Genetic algorithms with crossover based on confidence interval as an alternative to traditional nonlinear regression methods.
Domingo Ortiz-BoyerCésar Hervás-MartínezJosé Muñoz-PérezPublished in: ESANN (2001)
Keyphrases
- regression methods
- genetic algorithm
- confidence intervals
- regression model
- linear regression
- prediction intervals
- regression method
- evolutionary algorithm
- sample size
- logistic regression
- genetic algorithm ga
- artificial neural networks
- robust regression
- differential evolution
- neural network
- fitness function
- partial least squares
- k nearest neighbour
- markov chain
- test set
- least squares
- conditional probabilities
- optical flow
- feature extraction
- model selection