Building surrogate models for engineering problems by integrating limited simulation data and monotonic engineering knowledge.
Jia HaoWenbin YeLiangyue JiaGuoxin WangJanet K. AllenPublished in: Adv. Eng. Informatics (2021)
Keyphrases
- cooperative
- engineering problems
- simulation data
- engineering systems
- engineering design
- engineering design problems
- search based software engineering
- civil engineering
- optimum design
- multiobjective optimization
- biological systems
- numerical simulations
- design process
- success stories
- artificial intelligence
- data sets
- database
- min max
- high dimensionality
- computational model
- expert systems
- objective function