A Semantic-based Hoist Mutation Operator for Evolutionary Feature Construction in Regression [Hot off the Press].
Hengzhe ZhangQi ChenBing XueWolfgang BanzhafMengjie ZhangPublished in: GECCO Companion (2024)
Keyphrases
- feature construction
- mutation operator
- genetic algorithm
- genetic programming
- evolutionary algorithm
- evolutionary computation
- fitness function
- differential evolution
- crossover operator
- data representation
- concept learning
- machine learning
- rule learning
- convergence rate
- decision trees
- neural network
- multi objective optimization
- step size
- genetic algorithm ga
- simulated annealing
- multi objective
- convergence speed
- dimension reduction
- support vector
- feature selection
- artificial neural networks
- target concept
- nsga ii
- optimization algorithm
- optimization problems
- metaheuristic