A novel approach to model design and tuning through automatic parameter screening and optimization theory and application to a helicopter flight simulator case-study.
Matteo HesselFrancesco BorgatelliFabio OrtalliPublished in: SIMULTECH (2014)
Keyphrases
- case study
- mathematical model
- theoretical framework
- computational model
- formal model
- conceptual model
- theoretical foundation
- layout design
- modeling method
- optimization model
- probabilistic model
- design process
- high level
- metamodel
- experimental data
- statistical model
- management system
- multi objective
- objective function
- parameter estimation
- em algorithm
- simulation model
- software engineering
- parameter values
- optimization process
- parameter tuning
- prior knowledge
- design parameters
- design space exploration