Design optimization by integrating limited simulation data and shape engineering knowledge with Bayesian optimization (BO-DK4DO).
Jia HaoMengying ZhouGuoxin WangLiangyue JiaYan YanPublished in: J. Intell. Manuf. (2020)
Keyphrases
- simulation data
- domain knowledge
- knowledge base
- engineering design
- expert systems
- shape descriptors
- knowledge sharing
- shape features
- bayesian networks
- computer science
- design process
- knowledge management
- optimization problems
- knowledge acquisition
- machine learning
- shape analysis
- knowledge representation
- prior knowledge
- model selection
- software engineering
- probability distribution
- case study
- artificial intelligence
- computer aided design
- data sets