Hypervolume-based Multi-objective Bayesian Optimization with Student-t Processes.
Joachim van der HertenIvo CouckuytTom DhaenePublished in: CoRR (2016)
Keyphrases
- multi objective
- uniform design
- optimization algorithm
- nsga ii
- evolutionary optimization
- multiple objectives
- evolutionary algorithm
- multiobjective optimization
- multi objective optimization
- optimum design
- optimization problems
- conflicting objectives
- multi objective evolutionary algorithms
- learning environment
- student learning
- particle swarm
- pareto optimal
- objective function
- genetic algorithm
- multiobjective evolutionary algorithm
- learning process
- bayesian networks
- bi objective
- global optimization
- optimization method
- particle swarm optimization
- test problems
- optimization process
- intelligent tutoring systems
- process model
- multi objective optimization problems
- optimization methods
- candidate solutions
- efficient optimization
- maximum likelihood
- online learning
- simulated annealing
- strength pareto evolutionary algorithm