An example of Pareto dominance for dimensionality reduction in multi-objective optimization.
Felipe A. Díaz-AlvaradoPublished in: Comput. Chem. Eng. (2015)
Keyphrases
- multi objective optimization
- pareto dominance
- dimensionality reduction
- multi objective
- evolutionary algorithm
- pareto optimal
- nsga ii
- genetic algorithm
- feature extraction
- multi objective optimization problems
- principal component analysis
- multi objective genetic algorithm
- high dimensional
- multiple objectives
- differential evolution
- optimization algorithm
- data points
- bi objective
- feature space
- feature selection
- optimization problems
- genetic programming
- machine learning
- fitness function
- multiobjective optimization
- dynamic programming
- np hard
- special case
- objective function
- pareto set
- complex optimization problems