Surrogate enhanced interactive genetic algorithm with weighted Gaussian process.
Shanshan ChenXiaoyan SunDunwei GongYong ZhangPublished in: CIDUE (2013)
Keyphrases
- gaussian process
- genetic algorithm
- gaussian processes
- model selection
- regression model
- gaussian process regression
- bayesian framework
- hyperparameters
- gaussian process classification
- semi supervised
- expectation propagation
- covariance function
- dynamical model
- latent variables
- approximate inference
- marginal likelihood
- gaussian process models
- cross validation
- sparse approximations
- evolutionary algorithm
- simulated annealing
- random sampling
- maximum likelihood
- prior information
- genetic algorithm ga
- support vector
- bayesian inference
- sample size
- data sets