Differential evolution for instance based transfer learning in genetic programming for symbolic regression.
Qi ChenBing XueMengjie ZhangPublished in: GECCO (Companion) (2019)
Keyphrases
- transfer learning
- differential evolution
- symbolic regression
- genetic programming
- evolutionary algorithm
- parameter optimization
- learning tasks
- genetic algorithm
- optimization algorithm
- evolutionary computation
- fitness function
- knn
- multi objective
- active learning
- particle swarm optimization pso
- machine learning
- reinforcement learning
- gene expression programming
- labeled data
- evolution strategy
- particle swarm optimization
- text classification
- collaborative filtering
- semi supervised learning
- learning algorithm
- text categorization
- simulated annealing
- k nearest neighbor
- multi task
- machine learning algorithms
- regression problems
- objective function
- text mining
- neural network
- artificial intelligence
- data analysis
- feature space
- supervised learning