ExperienceThinking: Constrained hyperparameter optimization based on knowledge and pruning.
Chunnan WangHongzhi WangChang ZhouHanxiao ChenPublished in: Knowl. Based Syst. (2021)
Keyphrases
- knowledge representation
- prior knowledge
- concave convex procedure
- knowledge base
- global optimization
- knowledge discovery
- knowledge management
- knowledge sharing
- higher level
- constrained optimization
- data mining
- information systems
- genetic algorithm
- optimization algorithm
- probabilistic model
- optimization process
- knowledge extraction
- lagrange multipliers