Evolutionary many-objective optimization using preference on hyperplane.
Kaname NarukawaYuki TanigakiHisao IshibuchiPublished in: GECCO (Companion) (2014)
Keyphrases
- hyperplane
- support vector
- feature space
- training samples
- data points
- kernel function
- linear classifiers
- multiple objectives
- maximal margin
- genetic algorithm
- support vector machine
- principal components
- input space
- incremental learning algorithm
- convex hull
- normal vectors
- linearly separable
- support vectors
- locality sensitive
- multi objective evolutionary algorithms
- weight vector
- classification procedure
- average distance
- computer vision
- high dimensional
- evolutionary algorithm
- principal direction
- svm classifier