Multilevel surrogate modeling approach for optimization problems with polymorphic uncertain parameters.
Steffen FreitagPhilipp EdlerKatharina KremerGünther MeschkePublished in: Int. J. Approx. Reason. (2020)
Keyphrases
- optimization problems
- evolutionary algorithm
- decision making
- sensitivity analysis
- cost function
- maximum likelihood
- modeling framework
- metaheuristic
- input parameters
- parameter selection
- parameter space
- parameter values
- optimization criteria
- control system
- design parameters
- measured data
- modeling method
- parameter settings
- probability density function
- traveling salesman problem
- incomplete information
- social networks
- parameter estimation
- sufficient conditions
- graphical models
- case study
- fuzzy logic