A Classification-Based Surrogate-Assisted Evolutionary Algorithm for Expensive Many-Objective Optimization.
Linqiang PanCheng HeYe TianHanding WangXingyi ZhangYaochu JinPublished in: IEEE Trans. Evol. Comput. (2019)
Keyphrases
- evolutionary algorithm
- classification accuracy
- machine learning
- optimization problems
- classification algorithm
- feature extraction
- feature space
- classification scheme
- supervised learning
- automatic classification
- feature vectors
- training set
- evolutionary computation
- support vector
- model selection
- benchmark datasets
- classification method
- image classification
- support vector machine
- multi objective
- preprocessing
- classification rate
- classification process
- multi objective optimization
- pattern classification
- genetic programming
- machine learning methods
- decision rules
- cross validation
- class labels
- support vector machine svm
- text classification
- pattern recognition
- decision trees