Fitting Spline Functions to Noisy Data Using a Genetic Algorithm.
Mauro ManelaNina F. ThornhillJohn A. CampbellPublished in: ICGA (1993)
Keyphrases
- noisy data
- genetic algorithm
- least squares
- curve fitting
- intrinsic dimensionality
- noise tolerant
- surface fitting
- high dimensional
- missing data
- evolutionary algorithm
- noise free
- b spline
- statistical queries
- fitness function
- cubic spline
- learning from noisy data
- basis functions
- input data
- multi objective
- training data
- high dimensionality
- neural network
- principal component analysis
- machine learning