A Flexible Framework for Multi-Objective Bayesian Optimization using Random Scalarizations.
Biswajit PariaKirthevasan KandasamyBarnabás PóczosPublished in: UAI (2019)
Keyphrases
- multi objective
- optimization algorithm
- multiple objectives
- multiobjective optimization
- evolutionary optimization
- evolutionary algorithm
- optimum design
- multi objective optimization
- conflicting objectives
- optimization method
- genetic algorithm
- engineering design problems
- optimization problems
- particle swarm optimization
- optimization process
- multiagent evolutionary algorithm
- objective function
- multi objective evolutionary algorithms
- data driven
- single objective optimization
- neural network
- decision makers
- nsga ii
- constrained optimization
- posterior probability
- particle swarm optimization pso
- genetic programming
- discrete optimization
- bayesian inference
- maximum likelihood
- multi objective optimization problems
- multi objective genetic algorithm
- optimization methods
- global optimization
- multi objective evolutionary