Genetic Operators Impact on Genetic Algorithms Based Variable Selection.
Marco VannucciValentina CollaSilvia CateniPublished in: KES-IDT (2020)
Keyphrases
- genetic operators
- variable selection
- genetic algorithm
- evolutionary algorithm
- fitness function
- genetic algorithm ga
- cross validation
- crossover and mutation
- input variables
- genetic search
- evolution strategy
- high dimensional
- mutation operator
- crossover operator
- model selection
- genetic programming
- dimension reduction
- simulated annealing
- initial population
- job shop scheduling problem
- multi objective
- neural network
- differential evolution
- evolutionary computation
- high dimensional data
- natural selection
- metaheuristic
- optimization problems
- support vector
- machine learning
- data sets
- singular value decomposition
- benchmark problems
- multi objective optimization
- nearest neighbor
- fuzzy logic
- knn
- artificial neural networks
- feature selection