Reuse of program trees in genetic programming with a new fitness function in high-dimensional unbalanced classification.
Wenbin PeiBing XueLin ShangMengjie ZhangPublished in: GECCO (Companion) (2019)
Keyphrases
- genetic programming
- fitness function
- classification rules
- high dimensional
- evolutionary computation
- genetic algorithm ga
- regression problems
- evolutionary algorithm
- decision trees
- genetic algorithm
- symbolic regression
- high dimensionality
- fitness evaluation
- feature space
- gene expression programming
- genetic operators
- feature extraction
- neural network
- nearest neighbor
- constrained optimization problems
- evolutionary process
- penalty function
- support vector machine
- support vector
- crossover and mutation
- evolutionary search
- crossover operator
- convergence rate
- search space
- data points
- particle swarm optimisation
- dimensionality reduction
- genetic algorithm is employed