Multi-objective Bayesian optimisation with preferences over objectives.
Majid AbdolshahAlistair ShiltonSantu RanaSunil GuptaSvetha VenkateshPublished in: CoRR (2019)
Keyphrases
- multi objective
- multiple objectives
- multi objective optimisation
- multi objective evolutionary
- genetic algorithm
- multi objective optimization
- evolutionary algorithm
- conflicting objectives
- optimization algorithm
- pareto optimal
- multiobjective optimization
- multiple criteria
- nsga ii
- bi objective
- multi objective optimization problems
- multiobjective evolutionary algorithms
- multi objective evolutionary algorithms
- particle swarm optimization
- pareto optimal solutions
- maximum likelihood
- objective function
- evolutionary optimization
- bayesian networks
- optimum design
- multi objective problems
- bayesian estimation
- multi criteria
- bayesian learning
- posterior distribution
- posterior probability
- soft constraints
- gaussian processes
- bayesian analysis
- user preferences
- decision making
- particle swarm optimization pso
- fitness function
- optimization problems
- bayesian decision
- trade off