A classification and regression assisted optimization algorithm for high-dimensional expensive many-objective problems.
Huantong GengFeifei SongJunye ShenJiaxing LiPublished in: Neurocomputing (2024)
Keyphrases
- optimization algorithm
- multi objective
- high dimensionality
- high dimensional
- regression problems
- small sample size
- optimization method
- evolutionary multi objective
- support vector
- differential evolution
- optimization strategy
- high dimensional data
- hybrid optimization algorithm
- model selection
- classification and regression problems
- neural network
- numeric values
- feature space
- multi variate
- artificial bee colony
- multiple objectives
- decision trees
- control parameters
- dimensionality reduction
- regression model
- similarity search
- low dimensional
- search algorithm
- objective function
- dimension reduction
- feature extraction
- particle swarm optimization pso