Namib beetle optimization algorithm: A new meta-heuristic method for feature selection and dimension reduction.
Meysam ChahardoliNafiseh Osati EraghiSara NazariPublished in: Concurr. Comput. Pract. Exp. (2022)
Keyphrases
- data sets
- optimization algorithm
- dimension reduction
- method for feature selection
- metaheuristic
- feature selection
- harmony search
- high dimensional data
- multi objective
- optimization problems
- ant colony optimization
- tabu search
- optimization method
- simulated annealing
- differential evolution
- principal component analysis
- feature extraction
- particle swarm optimization pso
- particle swarm optimization
- genetic algorithm
- search space
- combinatorial optimization
- scatter search
- evolutionary algorithm
- high dimensionality
- optimal solution
- feature space
- feature subset
- high dimensional
- low dimensional
- linear discriminant analysis
- singular value decomposition
- classification accuracy
- support vector machine
- vehicle routing problem
- cluster analysis
- preprocessing
- dimensionality reduction
- nsga ii
- objective function
- face recognition
- artificial bee colony
- bp neural network
- unsupervised learning
- feature set