Multi-objective Genetic Algorithm for Variable Selection in Multivariate Classification Problems: A Case Study in Verification of Biodiesel Adulteration.
Lucas de Almeida RibeiroAnderson da Silva SoaresTelma Woerle de LimaCarlos Antônio Campos JorgeRonaldo Martins da CostaRogério Lopes SalviniClarimar José CoelhoFernando Marques FedersonPaulo Henrique Ribeiro GabrielPublished in: ICCS (2015)
Keyphrases
- variable selection
- multi objective genetic algorithm
- control charts
- cross validation
- input variables
- high dimensional
- multi objective optimization
- model selection
- dimension reduction
- multiple objectives
- computer simulation
- optimization method
- regression model
- process control
- high dimensional data
- multi objective
- neural network
- test bed
- learning algorithm
- greedy algorithm
- feature space
- decision trees
- optimal design
- multiobjective optimization
- feature selection
- constraint handling