Feature Selection based on manifold-learning with dynamic constraint handling differential evolution.
Zhihui LiZhigang ShangBo-Yang QuJing J. LiangPublished in: IEEE Congress on Evolutionary Computation (2014)
Keyphrases
- differential evolution
- constraint handling
- manifold learning
- constrained optimization problems
- particle swarm optimization
- evolution strategy
- dimensionality reduction
- feature selection
- evolutionary algorithm
- optimization algorithm
- convergence speed
- parameter optimization
- low dimensional
- differential evolution algorithm
- particle swarm optimization pso
- genetic algorithm
- dimension reduction
- evolutionary strategy
- constrained optimization
- feature extraction
- test functions
- mutation operator
- premature convergence
- hybrid algorithm
- feature space
- optimal design
- optimization method
- high dimensional
- penalty function
- high dimensional data
- multi objective optimization
- evolutionary optimization
- semi supervised
- multi objective
- machine learning
- support vector
- pso algorithm
- nearest neighbor
- particle swarm
- least squares
- principal component analysis
- optimization problems
- genetic programming
- crossover operator
- sparse representation
- neural network