Multi-objective multi-generation Gaussian process optimizer for design optimization.
Xiaobiao HuangPublished in: CoRR (2019)
Keyphrases
- gaussian process
- multi objective
- optimization algorithm
- gaussian processes
- model selection
- evolutionary algorithm
- gaussian process regression
- regression model
- bayesian framework
- gaussian process classification
- approximate inference
- semi supervised
- hyperparameters
- latent variables
- dynamical model
- covariance function
- objective function
- expectation propagation
- gaussian process models
- cross validation
- sparse approximations
- genetic algorithm
- marginal likelihood
- image denoising
- sample size
- higher order
- probabilistic model