Surrogate Assisted Evolutionary Algorithm Based on Transfer Learning for Dynamic Expensive Multi-Objective Optimisation Problems.
Xuezhou FanKe LiKay Chen TanPublished in: CEC (2020)
Keyphrases
- evolutionary algorithm
- multi objective
- transfer learning
- optimisation problems
- evolutionary computation
- particle swarm
- optimisation algorithm
- multi objective optimization
- optimization problems
- optimization algorithm
- learning tasks
- differential evolution
- particle swarm optimisation
- simulated annealing
- genetic programming
- fitness function
- particle swarm optimization
- nsga ii
- cross domain
- knowledge transfer
- labeled data
- active learning
- benchmark problems
- domain adaptation
- text classification
- genetic algorithm
- semi supervised learning
- optimization method
- swarm intelligence
- transfer knowledge
- target domain
- reinforcement learning
- multi task
- text categorization
- learning algorithm
- computational intelligence
- neural network
- machine learning
- convergence speed
- objective function
- hybrid algorithm
- particle swarm optimization pso
- search space
- prior knowledge
- genetic algorithm ga
- machine learning algorithms
- unsupervised learning