Evolutionary Optimization of Expensive Multiobjective Problems With Co-Sub-Pareto Front Gaussian Process Surrogates.
Jianping LuoAbhishek GuptaYew-Soon OngZhenkun WangPublished in: IEEE Trans. Cybern. (2019)
Keyphrases
- multi objective
- evolutionary optimization
- gaussian process
- evolutionary algorithm
- multi objective optimization
- multiobjective optimization
- optimization problems
- particle swarm optimization
- objective function
- gaussian processes
- multi objective problems
- genetic algorithm
- nsga ii
- regression model
- pareto optimal solutions
- error rate
- hyperparameters
- gaussian process regression
- machine learning
- latent variables
- model selection
- simulated annealing
- approximate inference
- semi supervised
- pareto optimal
- upper bound
- learning algorithm
- gaussian process models