Multi-objective Bayesian optimisation with preferences over objectives.
Majid AbdolshahAlistair ShiltonSantu RanaSunil GuptaSvetha VenkateshPublished in: NeurIPS (2019)
Keyphrases
- multi objective
- multiple objectives
- multi objective optimisation
- multi objective evolutionary
- genetic algorithm
- multi objective optimization
- conflicting objectives
- evolutionary algorithm
- multiobjective optimization
- optimization algorithm
- nsga ii
- pareto optimal
- particle swarm optimization
- multiple criteria
- pareto optimal solutions
- multiobjective evolutionary algorithms
- evolutionary optimization
- objective function
- multi objective evolutionary algorithms
- bi objective
- decision theory
- multi objective problems
- data driven
- particle swarm
- bayesian learning
- soft constraints
- bayesian methods
- bayesian inference
- posterior probability
- neural network
- bayesian networks
- optimum design
- multiobjective evolutionary algorithm
- multiagent evolutionary algorithm
- multi objective genetic algorithms
- decision making
- multi agent
- trade off
- multi objective optimization problems
- preference elicitation
- posterior distribution
- gaussian processes