Quantifying uncertainty on Pareto fronts with Gaussian process conditional simulations.
Mickaël BinoisDavid GinsbourgerOlivier RoustantPublished in: Eur. J. Oper. Res. (2015)
Keyphrases
- gaussian process
- conditional distribution
- gaussian processes
- gaussian process regression
- bayesian framework
- regression model
- model selection
- conditional probabilities
- hyperparameters
- latent variables
- gaussian process models
- closed form
- semi supervised
- multi objective
- special case
- project scheduling
- machine learning
- optimization problems