Surrogate-assisted Reference Vector Adaptation to Various Pareto Front Shapes for Many-objective Bayesian Optimization.
Nobuo NamuraPublished in: CEC (2021)
Keyphrases
- multiple objectives
- multi objective
- optimization algorithm
- engineering design problems
- optimization process
- multi objective optimization
- shape analysis
- multiobjective optimization
- optimization problems
- shape model
- bayesian networks
- efficient optimization
- fine tuning
- constrained optimization
- global optimization
- evolution strategy
- maximum likelihood
- genetic algorithm
- optimization methods
- markov random field
- posterior distribution
- evolutionary algorithm
- combinatorial optimization
- feature vectors
- pareto optimal
- optimal solution
- optimization method
- vector space
- monte carlo sampling
- covariate shift