An adaptive dual-strategy constrained optimization-based coevolutionary optimizer for high-dimensional feature selection.
Tao LiShun-xi ZhangQiang YangJiucheng XuPublished in: Comput. Electr. Eng. (2024)
Keyphrases
- constrained optimization
- high dimensional
- feature selection
- high dimensionality
- evolutionary strategy
- constrained optimization problems
- unconstrained optimization
- dimensionality reduction
- objective function
- penalty function
- constraint handling
- feature space
- augmented lagrangian
- text categorization
- microarray data
- low dimensional
- gene expression data
- population diversity
- particle swarm optimizer
- high dimensional data
- inequality constraints
- penalty functions
- support vector machine
- neural network
- cost function
- evolutionary algorithm
- feature extraction
- interval analysis