Local SVM Constraint Surrogate Models for Self-adaptive Evolution Strategies.
Jendrik PoloczekOliver KramerPublished in: KI (2013)
Keyphrases
- evolution strategy
- evolutionary algorithm
- support vector
- support vector machine svm
- evolutionary programming
- differential evolution
- support vector machine
- infeasible solutions
- knn
- numerical optimization
- genetic algorithm
- particle swarm optimization algorithm
- kernel function
- multi class
- optimization problems
- svm classifier
- training set
- optimization methods
- linear constraints
- feature selection
- multi objective
- global search
- support vectors
- svm classification
- feature vectors
- optimization algorithm
- training data
- penalty function
- learning algorithm
- machine learning