A Pareto Corner Search Evolutionary Algorithm and Principal Component Analysis for Objective Dimensionality Reduction.
Xuan Hung NguyenLam Thu BuiCao Truong TranPublished in: KSE (2019)
Keyphrases
- dimensionality reduction
- principal component analysis
- evolutionary algorithm
- multi objective
- multi objective optimization
- principal components
- search algorithm
- low dimensional
- feature extraction
- differential evolution
- data representation
- multiple objectives
- evolutionary computation
- search strategies
- linear discriminant analysis
- high dimensional
- high dimensional data
- singular value decomposition
- evolutionary search
- pattern recognition
- linear projection
- search methods
- random projections
- lower dimensional
- kernel pca
- discriminant analysis
- simulated annealing
- optimization problems
- data sets
- search space
- multiobjective optimization
- search efficiency
- genetic operators
- independent component analysis
- fitness function
- mutation operator
- genetic programming
- particle swarm optimization
- optimization algorithm
- manifold learning
- feature vectors
- dimensionality reduction methods
- multi objective evolutionary algorithms
- graph embedding
- search strategy
- dimension reduction