A Comparative Analysis of Swarm Intelligence and Evolutionary Algorithms for Feature Selection in SVM-Based Hyperspectral Image Classification.
Yiqun ShangXinqi ZhengJiayang LiDongya LiuPeipei WangPublished in: Remote. Sens. (2022)
Keyphrases
- swarm intelligence
- evolutionary algorithm
- evolutionary computation
- hyperspectral image classification
- feature selection
- active learning
- support vector
- differential evolution
- multi objective
- support vector machine
- particle swarm optimization pso
- bio inspired
- hyperspectral
- particle swarm optimization
- hyperspectral images
- ant colony optimization
- optimization problems
- fitness function
- simulated annealing
- machine learning
- multiobjective optimization
- nature inspired
- social behavior
- genetic programming
- multi objective optimization
- mutual information
- ant colonies
- genetic algorithm
- computational intelligence
- social insects
- learning algorithm
- feature set
- high dimensionality
- neural network
- remote sensing
- feature extraction
- metaheuristic
- artificial immune system
- dimension reduction
- traveling salesman problem
- nsga ii
- foraging behavior
- infrared
- collective behavior
- feature space
- image data
- dimensionality reduction
- multispectral