Dimensionality Reduction of the Criterion Space in Some Optimization Problems.
Natalia KondrukMykola MalyarPublished in: IntSol (2021)
Keyphrases
- dimensionality reduction
- optimization problems
- low dimensional
- lower dimensional
- evolutionary algorithm
- high dimensional data
- cost function
- space time
- input space
- metaheuristic
- principal component analysis
- data representation
- structure preserving
- optimization methods
- high dimensional spaces
- optimization criteria
- data sets
- data points
- search space
- pattern recognition
- feature selection
- nearest neighbor
- principal components
- multi objective
- high dimensional
- data analysis
- nonlinear dimensionality reduction
- class separability
- learning algorithm