A Classification-based Mixture-of-Kriging Assisted Evolutionary Algorithm for Expensive Many-objective Optimization.
Gaoli KangXunfeng WuQiuzhen LinPublished in: CCIS (2021)
Keyphrases
- evolutionary algorithm
- classification accuracy
- decision trees
- classification method
- support vector
- pattern recognition
- decision rules
- evolutionary computation
- multi objective
- machine learning
- classification algorithm
- cost sensitive
- machine learning algorithms
- text classification
- image classification
- multi objective optimization
- automatic classification
- feature vectors
- classification systems
- neural network
- support vector machine
- model selection
- support vector machine svm
- preprocessing
- machine learning methods
- classification models
- density estimation
- differential evolution
- interpolation method
- fitness function
- svm classifier
- class labels
- training samples
- simulated annealing
- supervised learning
- hidden markov models
- training set
- feature space