Evolutionary multiobjective optimization assisted by scalarization function approximation for high-dimensional expensive problems.
Yuma HoraguchiKei NishiharaMasaya NakataPublished in: Swarm Evol. Comput. (2024)
Keyphrases
- function approximation
- high dimensional
- reinforcement learning
- evolutionary multiobjective optimization
- reinforcement learning problems
- radial basis function
- function approximators
- learning tasks
- pattern recognition
- reinforcement learning algorithms
- combinatorial optimization
- reinforcement learning methods
- temporal difference
- real valued
- neural network
- optimization problems
- collaborative filtering
- nearest neighbor
- active learning
- feature space
- feature selection