Using evolutionary algorithms to suggest variable transformations in linear model lack-of-fit situations.
Flor A. CastilloJeff D. SweeneyWayne E. ZirkPublished in: IEEE Congress on Evolutionary Computation (2004)
Keyphrases
- linear model
- evolutionary algorithm
- linear transformations
- least squares
- evolutionary computation
- multi objective
- differential evolution
- linear models
- optimization problems
- fitness function
- linear transformation
- differential evolution algorithm
- genetic algorithm
- nonlinear models
- multi objective optimization
- regression model
- genetic programming
- simulated annealing
- additive model
- evolution strategy
- evolutionary process
- semi parametric
- range images
- decision trees
- neural network