An integrated surrogate model constructing method: Annealing combinable Gaussian process.
Binglin WangLiang YanXiaojun DuanTongpu YuHao ZhangPublished in: Inf. Sci. (2022)
Keyphrases
- probabilistic model
- bayesian framework
- gaussian process
- dynamical model
- prior knowledge
- input data
- gaussian processes
- fully bayesian
- model selection
- similarity measure
- objective function
- gaussian process regression
- error rate
- latent variables
- parameter estimation
- upper bound
- dynamical models
- non stationary
- bayesian methods
- maximum likelihood
- covariance function
- pairwise