Controllable Expensive Multi-objective Optimization with Warm-starting Gaussian Processes.
Quang-Huy NguyenLong P. HoangHoang V. VietDung D. LePublished in: CoRR (2023)
Keyphrases
- multi objective optimization
- gaussian processes
- multi objective
- evolutionary algorithm
- gaussian process
- genetic algorithm
- gaussian process regression
- differential evolution
- covariance function
- multi objective optimization problems
- preference learning
- human pose estimation
- hyperparameters
- pareto optimal
- nsga ii
- multiple objectives
- gaussian process models
- multi task
- optimization algorithm
- model selection
- objective function
- multi objective genetic algorithm
- multi objective genetic algorithms
- neural network
- multiobjective optimization
- multi objective evolutionary algorithms
- k means