Solution of Large-Scale Many-Objective Optimization Problems Based on Dimension Reduction and Solving Knowledge-Guided Evolutionary Algorithm.
Xiangjuan YaoQian ZhaoDunwei GongSong ZhuPublished in: IEEE Trans. Evol. Comput. (2023)
Keyphrases
- dimension reduction
- evolutionary algorithm
- high dimensional problems
- optimization problems
- data mining and machine learning
- high dimensionality
- principal component analysis
- low dimensional
- feature extraction
- multi objective
- real world
- random projections
- singular value decomposition
- knowledge discovery
- high dimensional
- machine learning
- high dimensional data
- feature space
- linear discriminant analysis
- manifold learning
- partial least squares
- dimensionality reduction
- preprocessing
- image segmentation
- nsga ii
- feature selection
- neural network
- high dimensional data analysis