BOtied: Multi-objective Bayesian optimization with tied multivariate ranks.
Ji Won ParkNatasa TagasovskaMichael MaserStephen RaKyunghyun ChoPublished in: CoRR (2023)
Keyphrases
- multi objective
- optimization algorithm
- multiple objectives
- evolutionary optimization
- multiobjective optimization
- multi objective optimization
- evolutionary algorithm
- conflicting objectives
- optimum design
- genetic algorithm
- optimization method
- engineering design problems
- global optimization
- particle swarm optimization
- multi objective evolutionary algorithms
- optimization problems
- particle swarm
- bi objective
- bayesian networks
- multi objective optimization problems
- multi objective genetic algorithm
- single objective optimization
- bayesian learning
- optimization process
- regression model
- data driven
- objective function
- decision theory
- nsga ii
- constrained optimization
- statistical tests
- efficient optimization
- combinatorial optimization
- maximum likelihood
- multiobjective evolutionary algorithm