Multi-surrogate assisted multi-objective evolutionary algorithms for feature selection in regression and classification problems with time series data.
Raquel EspinosaFernando JiménezJosé T. PalmaPublished in: Inf. Sci. (2023)
Keyphrases
- multi objective evolutionary algorithms
- feature selection
- multi objective
- model selection
- multi variate
- support vector
- supervised feature selection
- multi objective optimization problems
- multi objective optimization
- test problems
- high dimensional
- upper bound
- differential evolution
- multiobjective optimization
- grammar guided genetic programming
- neural network
- nsga ii
- evolutionary algorithm
- machine learning
- multi criteria
- bi objective
- feature selection algorithms
- knn