Nonlinear regression in environmental sciences by support vector machines combined with evolutionary strategy.
Aranildo R. LimaAlex J. CannonWilliam W. HsiehPublished in: Comput. Geosci. (2013)
Keyphrases
- nonlinear regression
- environmental sciences
- support vector
- evolutionary strategy
- support vector regression
- support vector machine
- learning machines
- linear regression
- evolutionary algorithm
- constrained optimization
- differential evolution
- artificial intelligence
- particle swarm optimization
- remote sensing
- artificial immune system
- kernel function
- computer science
- regression method
- regression problems
- high quality
- logistic regression
- cross validation
- variable length
- feature selection
- support vector machine svm
- multi objective optimization
- kernel methods
- evolutionary computation
- computational intelligence
- ls svm
- artificial neural networks
- pattern recognition
- ant colony optimization