The Expected R2-Indicator Improvement for Multi-objective Bayesian Optimization.
André H. DeutzMichael EmmerichKaifeng YangPublished in: EMO (2019)
Keyphrases
- multi objective
- optimization algorithm
- multiple objectives
- evolutionary optimization
- multiobjective optimization
- evolutionary algorithm
- optimum design
- multi objective optimization
- conflicting objectives
- genetic algorithm
- objective function
- estimation of distribution algorithms
- engineering design problems
- global optimization
- particle swarm
- optimization problems
- optimization method
- bayesian networks
- single objective optimization
- pareto optimal
- constrained optimization
- optimization process
- differential evolution
- data driven
- optimization model
- bayesian learning
- particle swarm optimization
- multi criteria
- nsga ii
- bi objective
- multi objective evolutionary algorithms
- maximum likelihood
- efficient optimization
- multi objective problems
- cost function
- search algorithm