Performance Prediction and Optimization of Solar Water Heater via a Knowledge-Based Machine Learning Method.
Hao LiZhijian LiuPublished in: CoRR (2017)
Keyphrases
- machine learning
- optimization method
- optimization algorithm
- computational cost
- dynamic programming
- machine learning methods
- detection method
- feature set
- high precision
- optimization process
- training set
- pairwise
- preprocessing
- significant improvement
- prediction error
- experimental evaluation
- classification accuracy
- clustering algorithm
- high accuracy
- evolution strategy
- data sets
- combinatorial optimization
- prediction model
- segmentation method
- prediction algorithm
- synthetic data
- supervised learning
- information extraction
- cost function
- evolutionary algorithm
- expert systems
- computational complexity
- similarity measure
- image segmentation
- learning algorithm
- neural network