Offline data-driven optimization based on dual-scale surrogate ensemble.
Junhua KuHuixiang ZhenWenyin GongPublished in: Memetic Comput. (2023)
Keyphrases
- data driven
- optimization process
- optimization algorithm
- neural network
- real time
- optimization method
- constrained optimization
- random forests
- ensemble learning
- small scale
- global optimization
- training set
- denoising
- least squares
- ensemble methods
- optimization methods
- random forest
- support vector
- multiscale
- training data
- learning algorithm
- machine learning
- optimization model
- primal dual
- discrete optimization