A novel interpretable predictive model based on ensemble learning and differential evolution algorithm for surface roughness prediction in abrasive water jet polishing.
Shutong XieZongbao HeYee Man LohYu YangKunhong LiuChao LiuChi Fai CheungNan YuChunjin WangPublished in: J. Intell. Manuf. (2024)
Keyphrases
- ensemble learning
- differential evolution algorithm
- surface roughness
- differential evolution
- ensemble methods
- prediction accuracy
- evolutionary algorithm
- generalization ability
- control parameters
- feature selection
- random forest
- specular reflection
- concept drift
- computer vision
- prediction model
- multi objective
- genetic algorithm
- machine learning methods
- decision trees
- fitness function
- optimization algorithm
- simulated annealing