A Transfer Learning Hyper-heuristic Approach for Automatic Tailoring of Unfolded Population-based Metaheuristics.
Jorge M. Cruz-DuarteIván AmayaJosé Carlos Ortiz-BaylissNelishia PillayPublished in: CEC (2022)
Keyphrases
- transfer learning
- hyper heuristics
- metaheuristic
- learning tasks
- knowledge transfer
- simulated annealing
- particle swarm optimization
- grasp with path relinking
- cross domain
- genetic programming
- evolutionary algorithm
- labeled data
- reinforcement learning
- examination timetabling
- machine learning
- transfer knowledge
- combinatorial optimization
- collaborative filtering
- active learning
- domain adaptation
- timetabling problem
- machine learning algorithms
- tabu search
- genetic algorithm
- learning algorithm
- text categorization
- path relinking
- text classification
- difficult problems
- training data
- search procedure
- heuristic methods
- unlabeled data
- constraint satisfaction problems
- ant colony optimization
- heuristic search
- supervised learning
- multi objective
- feature space
- scatter search
- multi task
- transferring knowledge