A Flexible Multi-Objective Bayesian Optimization Approach using Random Scalarizations.
Biswajit PariaKirthevasan KandasamyBarnabás PóczosPublished in: CoRR (2018)
Keyphrases
- multi objective
- optimization algorithm
- multiple objectives
- evolutionary algorithm
- evolutionary optimization
- optimum design
- multiobjective optimization
- conflicting objectives
- engineering design problems
- multi objective optimization
- optimization problems
- optimization method
- particle swarm
- bayesian networks
- particle swarm optimization
- differential evolution
- multi objective evolutionary algorithms
- estimation of distribution algorithms
- nsga ii
- multi objective optimization problems
- optimization process
- global optimization
- objective function
- genetic algorithm
- efficient optimization
- learning algorithm
- bi objective
- pareto optimal
- bayesian learning
- multi criteria
- constrained optimization
- posterior distribution
- optimization methods
- particle swarm optimization pso
- probability distribution
- decision trees
- multi objective evolutionary