The Effect of Distinct Geometric Semantic Crossover Operators in Regression Problems.
Julio AlbinatiGisele L. PappaFernando E. B. OteroLuiz Otávio Vilas Boas OliveiraPublished in: EuroGP (2015)
Keyphrases
- regression problems
- crossover operator
- genetic programming
- linear regression
- cross validation
- fitness function
- evolutionary algorithm
- input space
- high dimensional data
- hyperparameters
- genetic algorithm ga
- support vector machine
- differential evolution
- genetic algorithm
- random forests
- traveling salesman problem
- neural network
- model selection
- pattern recognition
- optimization problems
- noise level
- multi task
- feature selection
- particle swarm optimization
- np hard
- least squares