An objective reduction algorithm based on population decomposition and hyperplane approximation.
Ning YangHai-Lin LiuJunrong XiaoPublished in: Swarm Evol. Comput. (2024)
Keyphrases
- hyperplane
- euclidean norm
- training samples
- support vector
- feature space
- data points
- decision boundary
- linear classifiers
- principal components
- input space
- kernel function
- minimum error
- linearly separable
- support vector machine
- incremental learning algorithm
- maximal margin
- support vectors
- classification procedure
- locality sensitive
- linear separability
- upper bound
- kernel space
- linearly independent
- neural network
- high dimensional feature space
- svm classifier
- principal component analysis
- objective function