A new differential evolution algorithm for solving multimodal optimization problems with high dimensionality.
Shouheng TuoJunying ZhangXiguo YuanLongquan YongPublished in: Soft Comput. (2018)
Keyphrases
- high dimensionality
- differential evolution algorithm
- evolutionary algorithm
- optimization problems
- differential evolution
- high dimensional
- combinatorial optimization
- feature space
- traveling salesman problem
- global numerical optimization
- high dimensional data
- dimensionality reduction
- feature selection
- multi objective
- microarray
- small sample size
- data dimensionality
- control parameters
- metaheuristic
- cost function
- objective function
- genetic programming
- optimization methods
- fitness function
- optimization method
- simulated annealing
- feature selection and classification
- low dimensionality
- convergence speed
- class imbalance
- data points
- principal component analysis
- image processing
- optimization algorithm
- small number of samples
- genetic algorithm