A clustering and dimensionality reduction based evolutionary algorithm for large-scale multi-objective problems.
Ruochen LiuRui RenJin LiuJing LiuPublished in: Appl. Soft Comput. (2020)
Keyphrases
- evolutionary algorithm
- multi objective problems
- dimensionality reduction
- multi objective
- multi objective optimization
- differential evolution
- high dimensional data
- particle swarm optimization
- high dimensionality
- optimization problems
- evolutionary computation
- multi objective particle swarm optimization
- data points
- principal component analysis
- nsga ii
- multi objective evolutionary algorithms
- genetic programming
- simulated annealing
- genetic algorithm
- high dimensional
- particle swarm optimisation
- test problems
- fitness function
- neural network
- function optimization
- feature extraction
- optimization algorithm
- particle swarm optimization algorithm
- multiple objectives
- mutation operator
- particle swarm
- feature selection
- search algorithm
- hybrid algorithm
- evolution strategy
- multiobjective optimization
- evolutionary process
- decision making
- test functions
- pattern recognition
- search space