Preference-Based Multi-Objective Optimization with Gaussian Process.
Tian HuangKe LiPublished in: SMC (2023)
Keyphrases
- multi objective optimization
- gaussian process
- multi objective
- evolutionary algorithm
- gaussian processes
- regression model
- gaussian process regression
- approximate inference
- multi objective optimization problems
- latent variables
- bayesian framework
- gaussian process classification
- differential evolution
- model selection
- gaussian process models
- genetic algorithm
- hyperparameters
- semi supervised
- pareto optimal
- nsga ii
- expectation propagation
- sparse approximations
- multi objective genetic algorithm
- optimization algorithm
- particle swarm optimization
- covariance function
- neural network
- cross validation
- objective function
- multi criteria
- support vector
- noise level
- fitness function
- closed form