Efficient multiobjective optimization employing Gaussian processes, spectral sampling and a genetic algorithm.
Eric BradfordArtur M. SchweidtmannAlexei A. LapkinPublished in: J. Glob. Optim. (2018)
Keyphrases
- gaussian processes
- multiobjective optimization
- multi objective
- genetic algorithm
- gaussian process
- min max
- gaussian process regression
- swarm intelligence
- artificial immune system
- evolutionary algorithm
- nsga ii
- hyperparameters
- covariance function
- neural network
- multi objective optimization
- parameter space
- cross validation
- model selection
- computational intelligence
- multi class