A geometric semantic macro-crossover operator for evolutionary feature construction in regression.
Hengzhe ZhangQi ChenBing XueWolfgang BanzhafMengjie ZhangPublished in: Genet. Program. Evolvable Mach. (2024)
Keyphrases
- feature construction
- crossover operator
- genetic algorithm
- genetic programming
- fitness function
- evolutionary algorithm
- evolutionary computation
- mutation operator
- genetic algorithm ga
- concept learning
- data representation
- machine learning
- rule learning
- traveling salesman problem
- decision trees
- differential evolution
- semantic information
- feature selection
- multi objective
- simulated annealing
- dimension reduction
- model selection
- domain knowledge
- multi objective optimization
- data points
- hill climbing
- artificial neural networks
- supervised learning
- target concept
- optimization problems